Paper Citation Record · LEDGER

AI4Research: A Survey of Artificial Intelligence for Scientific Research

As of 7 August 2026, this Paper Citation Record lists 100 of 300 outbound references and 33 inbound Pith citation observations for arXiv:2507.01903.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.01903 v2

Coverage vector

measured 100 of 300 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:45:12.227761Z

measured 133 of 133 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 33 of 33 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:49:34.746783Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

100 of 300 outbound references displayed

verified exact1
verified fuzzy0
unresolved98
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 0f9b9160-97ce-4790-a92b-6eff9409b983 · outbound

This paper cites Phi-4 Technical Report.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Phi-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:08.109329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edabbd39-4108-4476-b66b-2582d3f7444a · outbound

This paper cites Accurate structure prediction of biomolecular interactions with alphafold 3.Nature, 630(8016):493–500, May 2024.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Accurate structure prediction of biomolecular interactions with alphafold 3.Nature, 630(8016):493–500, May 2024

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:08.263027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60e22d64-00d7-400a-9f09-c386e411f390 · outbound

This paper cites GPT-4 Technical Report.

AI4Research: A Survey of Artificial Intelligence for Scientific Research GPT-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:08.388205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa139a4d-031d-4127-b698-4a890a0c9e43 · outbound

This paper cites Ask, Retrieve, Summarize: A Modular Pipeline for Scientific Literature Summarization.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Ask, Retrieve, Summarize: A Modular Pipeline for Scientific Literature Summarization

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:08.455197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 817fb7d8-716b-46b6-b884-1811c7d95bdb · outbound

This paper cites Efficient bayesian learningcurveextrapolationusingprior-datafittednetworks.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Efficient bayesian learningcurveextrapolationusingprior-datafittednetworks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:08.523425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4807a835-a9d7-4da2-b879-7000fea00fb4 · outbound

This paper cites LLM4GRN: Discovering Causal Gene Regulatory Networks with LLMs -- Evaluation through Synthetic Data Generation.

AI4Research: A Survey of Artificial Intelligence for Scientific Research LLM4GRN: Discovering Causal Gene Regulatory Networks with LLMs -- Evaluation through Synthetic Data Generation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:08.575958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 981e86aa-6ce1-4f1d-965b-aee7fa959f87 · outbound

This paper cites LitLLM: A Toolkit for Scientific Literature Review.

AI4Research: A Survey of Artificial Intelligence for Scientific Research LitLLM: A Toolkit for Scientific Literature Review

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:08.640354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f38c6ee-7c88-41ee-8569-b0427bf4aa9e · outbound

This paper cites LitLLMs, LLMs for Literature Review: Are we there yet?.

AI4Research: A Survey of Artificial Intelligence for Scientific Research LitLLMs, LLMs for Literature Review: Are we there yet?

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:08.684361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 834a9668-8009-4f41-832b-e6cfc5ffb8ab · outbound

This paper cites Laradji, Krishnamurthy Dj Dvijotham, Jason Stanley, Laurent Charlin, and Christopher Pal.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Laradji, Krishnamurthy Dj Dvijotham, Jason Stanley, Laurent Charlin, and Christopher Pal

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:08.759039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ca698a1-17ed-4c26-9395-6a397f4d02c0 · outbound

This paper cites Artificial intelligence and scientific discovery: A model of prioritized search.Research Policy, 53(5):104989, Jun 2024.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Artificial intelligence and scientific discovery: A model of prioritized search.Research Policy, 53(5):104989, Jun 2024

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:08.851631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0ebcc17-f66c-4b37-ae32-9c643a22a55f · outbound

This paper cites Ml-gap: machine learning-enhanced genomic analysis pipeline using autoencoders and data augmentation.Frontiers in Genetics, 15:1442759, Sep 2024.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Ml-gap: machine learning-enhanced genomic analysis pipeline using autoencoders and data augmentation.Frontiers in Genetics, 15:1442759, Sep 2024

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:08.910287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 166be019-76ec-4d02-8b69-0f1a4a8c5675 · outbound

This paper cites Zochi technical report, Mar 2025.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Zochi technical report, Mar 2025

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:09.014289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eaed2c7-1e48-4fe4-8efe-b7c5af9d8ccf · outbound

This paper cites Autonomousmachinelearning-basedpeerreviewer selection system.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Autonomousmachinelearning-basedpeerreviewer selection system

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:09.094051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c41ccc49-ff53-44ea-8216-7bd3a6a0a76d · outbound

This paper cites How Deep Do Large Language Models Internalize Scientific Literature and Citation Practices?.

AI4Research: A Survey of Artificial Intelligence for Scientific Research How Deep Do Large Language Models Internalize Scientific Literature and Citation Practices?

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:09.171559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bb67d52-c72b-4b35-8992-a5035246d9ca · outbound

This paper cites A Survey on Hypothesis Generation for Scientific Discovery in the Era of Large Language Models.

AI4Research: A Survey of Artificial Intelligence for Scientific Research A Survey on Hypothesis Generation for Scientific Discovery in the Era of Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:09.273656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22377e3a-ee11-47ac-a0e3-0da13c7a4b90 · outbound

This paper cites aedFaCT: Scientific Fact-Checking Made Easier via Semi-Automatic Discovery of Relevant Expert Opinions.

AI4Research: A Survey of Artificial Intelligence for Scientific Research aedFaCT: Scientific Fact-Checking Made Easier via Semi-Automatic Discovery of Relevant Expert Opinions

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:09.358853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9019ba1-54b6-486b-887f-072714c92f54 · outbound

This paper cites Zero-shot scientific claim verification using llms and citation text.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Zero-shot scientific claim verification using llms and citation text

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:09.421325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1da51b0e-f3b4-48f7-9dde-cd22b5946c85 · outbound

This paper cites Policy advice and best practices on bias and fairness in ai.Ethics and Information Technology, 26(2):31, Apr 2024.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Policy advice and best practices on bias and fairness in ai.Ethics and Information Technology, 26(2):31, Apr 2024

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:09.519967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0906d54d-aecd-499c-9cfe-4f3216358cf9 · outbound

This paper cites Languages are still a major barrier to global science.PLoS biology, 14(12):e2000933, Dec 2016.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Languages are still a major barrier to global science.PLoS biology, 14(12):e2000933, Dec 2016

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:09.584172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8fc25d1-5ffa-40cd-ab6e-1f47f6f0a665 · outbound

This paper cites Ten tips for overcoming language barriers in science.Nature Human Behaviour, 5(9):1119–1122, Jul 2021.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Ten tips for overcoming language barriers in science.Nature Human Behaviour, 5(9):1119–1122, Jul 2021

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:09.686769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed790ee5-f444-4c72-9568-4dac00e88cf1 · outbound

This paper cites Homogenization effects of large language models on human creative ideation.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Homogenization effects of large language models on human creative ideation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:09.793970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e29cf172-9027-42fa-90d8-3f086637ae31 · outbound

This paper cites Closed-loop transfer enables artificial intelligence to yield chemical knowledge.Nature, 633(8029):351–358, 2024.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Closed-loop transfer enables artificial intelligence to yield chemical knowledge.Nature, 633(8029):351–358, 2024

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:09.898489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8a2fc89-4dc0-407c-ba78-cdac8b87d324 · outbound

This paper cites Transforming science labs into automated factories of discovery.Science Robotics, 9(95):eadm6991, 2024.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Transforming science labs into automated factories of discovery.Science Robotics, 9(95):eadm6991, 2024

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:09.980076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40c714d2-c8ce-4f20-9a8e-67c838140378 · outbound

This paper cites The claude 3 model family: Opus, sonnet, haiku.

AI4Research: A Survey of Artificial Intelligence for Scientific Research The claude 3 model family: Opus, sonnet, haiku

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:10.082498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c59db5c4-c3cc-4bea-bce1-43b681a7ebf4 · outbound

This paper cites Meta-designing quantum experiments with language models.arXiv preprint arXiv:2406.02470, 2024.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Meta-designing quantum experiments with language models.arXiv preprint arXiv:2406.02470, 2024

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:10.140193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd2b0bda-119e-419c-8221-a2c065718981 · outbound

This paper cites OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs.

AI4Research: A Survey of Artificial Intelligence for Scientific Research OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:10.208092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ffe2099-e831-497d-919b-7b94979507a7 · outbound

This paper cites How AI Ideas Affect the Creativity, Diversity, and Evolution of Human Ideas: Evidence From a Large, Dynamic Experiment.

AI4Research: A Survey of Artificial Intelligence for Scientific Research How AI Ideas Affect the Creativity, Diversity, and Evolution of Human Ideas: Evidence From a Large, Dynamic Experiment

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:10.303281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8a9470d-b0a1-48dc-a45f-9aabb4f8d8c8 · outbound

This paper cites The mighty torr: A benchmark for table reasoning and robustness.arXiv preprint arXiv:2502.19412, 2025.

AI4Research: A Survey of Artificial Intelligence for Scientific Research The mighty torr: A benchmark for table reasoning and robustness.arXiv preprint arXiv:2502.19412, 2025

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:10.398208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ea6e036-c519-490d-929b-893809f30fbb · outbound

This paper cites gpt-researcher, May 2023.

AI4Research: A Survey of Artificial Intelligence for Scientific Research gpt-researcher, May 2023

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:10.495313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acfbdcb3-42e8-40f7-b17c-c87b0678b6de · outbound

This paper cites Generating fact checking explanations.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Generating fact checking explanations

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:10.586110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b186187c-6137-4b49-b7b8-ac6079f44b28 · outbound

This paper cites Personalized Graph-Based Retrieval for Large Language Models.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Personalized Graph-Based Retrieval for Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:10.649443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e210afe-ad7c-44a8-8454-c0179e633ce7 · outbound

This paper cites The sciqa scientific question answering benchmark for scholarly knowledge.Scientific Reports, 13(1):7240, May 2023.

AI4Research: A Survey of Artificial Intelligence for Scientific Research The sciqa scientific question answering benchmark for scholarly knowledge.Scientific Reports, 13(1):7240, May 2023

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:10.724144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 907e7f42-35fe-4554-a1c7-b40bcc3f5cb4 · outbound

This paper cites Self-driving labs are the new ai asset.Axios, Aug 2024.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Self-driving labs are the new ai asset.Axios, Aug 2024

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:10.827319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 314eadd0-6470-45e6-aa10-6fce5f7c267b · outbound

This paper cites Robustness Evaluation of Offline Reinforcement Learning for Robot Control Against Action Perturbations.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Robustness Evaluation of Offline Reinforcement Learning for Robot Control Against Action Perturbations

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:10.897118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45d8570e-7e26-4f1f-bf22-48533e34f336 · outbound

This paper cites FutureGen: A RAG-based Approach to Generate the Future Work of Scientific Article.

AI4Research: A Survey of Artificial Intelligence for Scientific Research FutureGen: A RAG-based Approach to Generate the Future Work of Scientific Article

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:10.976013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb9d71d1-26b9-4063-848b-5ea3ee9d38c3 · outbound

This paper cites ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models.

AI4Research: A Survey of Artificial Intelligence for Scientific Research ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:11.051532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70a0ba15-bdd4-4343-a3fb-8633f96195bc · outbound

This paper cites Scientific paper recommendation: A survey.Ieee Access, 7:9324–9339, Jan 2019.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Scientific paper recommendation: A survey.Ieee Access, 7:9324–9339, Jan 2019

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:11.100607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 375c5f7b-4f7a-464d-ab5e-3c5406eca6b9 · outbound

This paper cites Language models surface the unwritten code of science and society.arXiv preprint arXiv:2505.18942, 2025.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Language models surface the unwritten code of science and society.arXiv preprint arXiv:2505.18942, 2025

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:11.161131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa11f825-0aa5-4115-a0bb-298bf0f02967 · outbound

This paper cites PIORS: Personalized Intelligent Outpatient Reception based on Large Language Model with Multi-Agents Medical Scenario Simulation.

AI4Research: A Survey of Artificial Intelligence for Scientific Research PIORS: Personalized Intelligent Outpatient Reception based on Large Language Model with Multi-Agents Medical Scenario Simulation

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:11.241798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba13a334-8f2e-41d3-a208-3cc95def2b9a · outbound

This paper cites Automated machine learning: past, present and future.Artificial intelligence review, 57(5): 122, Apr 2024.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Automated machine learning: past, present and future.Artificial intelligence review, 57(5): 122, Apr 2024

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:11.287729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44076d83-21b1-42fd-bc4d-f91ffa0ae904 · outbound

This paper cites Google deepmind’s ai dreamed up 380,000 new materials.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Google deepmind’s ai dreamed up 380,000 new materials

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:11.345773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 928df020-7734-48d8-ab10-5c040650a058 · outbound

This paper cites Eight years of automl: categorisation, review and trends.Knowledge and Information Systems, 65(12):5097–5149, Aug 2023.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Eight years of automl: categorisation, review and trends.Knowledge and Information Systems, 65(12):5097–5149, Aug 2023

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:11.404239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9783f92-13f6-49f1-b3ae-81e8e5584b55 · outbound

This paper cites Large physics models: Towards a collaborative approach with large language models and foundation models.arXiv preprint arXiv:2501.05382, 2025.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Large physics models: Towards a collaborative approach with large language models and foundation models.arXiv preprint arXiv:2501.05382, 2025

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:11.502116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b50a237-6426-4a8b-81d8-bcaa19dbdbd4 · outbound

This paper cites an unresolved cited work.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:11.560907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41e1c666-62f1-42e2-9bac-9bfdfb0b0813 · outbound

This paper cites The quality assist: A technology-assisted peer review based on citation functions to predict the paper quality.IEEE Access, 10:126815–126831, Dec 2022.

AI4Research: A Survey of Artificial Intelligence for Scientific Research The quality assist: A technology-assisted peer review based on citation functions to predict the paper quality.IEEE Access, 10:126815–126831, Dec 2022

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:11.662479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e933133-799f-4c74-975f-cae43f2cbbe2 · outbound

This paper cites an unresolved cited work.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:11.727488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a35d9e5-405f-463a-a109-cae725792748 · outbound

This paper cites Interaction networks for learning about objects, relations and physics.Advances in Neural Information Processing Systems, 29, Dec 2016.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Interaction networks for learning about objects, relations and physics.Advances in Neural Information Processing Systems, 29, Dec 2016

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:11.822349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59dfaefd-a5ad-4f56-aa24-848a0e45b5c2 · outbound

This paper cites Peerqa: A scientific question answering dataset from peer reviews.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Peerqa: A scientific question answering dataset from peer reviews

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:11.876013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6f0b10f-748a-407e-82d4-028cb1e307f6 · outbound

This paper cites Toward machine learning optimization of experimental design.Nuclear Physics News, 31(1):25–28, Feb 2021.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Toward machine learning optimization of experimental design.Nuclear Physics News, 31(1):25–28, Feb 2021

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.001326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acbdeef6-d873-43ba-8f81-f38dd38d785e · outbound

This paper cites Unsupervised Pretraining for Fact Verification by Language Model Distillation.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Unsupervised Pretraining for Fact Verification by Language Model Distillation

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.004875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4efc13c6-b93d-4783-a781-092112db554c · outbound

This paper cites Agentichypothesis: A survey on hypothesis generation using llm systems.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Agentichypothesis: A survey on hypothesis generation using llm systems

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.062688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67981155-16f8-49a4-904b-8f63bc8a2368 · outbound

This paper cites Paper recommender systems: a literature survey.International Journal on Digital Libraries, 17(4):305–338, Jul 2016.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Paper recommender systems: a literature survey.International Journal on Digital Libraries, 17(4):305–338, Jul 2016

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.068493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d50725b8-065f-4f9f-b93e-0fe563c0e17d · outbound

This paper cites an unresolved cited work.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.071666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21b5d960-b176-4e3d-b3da-74047b98e1bc · outbound

This paper cites AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ.

AI4Research: A Survey of Artificial Intelligence for Scientific Research AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ

Reference 54

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Observation 0d8525da-49c6-4f42-9f0e-d4a13ede382d · outbound

This paper cites TikZero: Zero-Shot Text-Guided Graphics Program Synthesis.

AI4Research: A Survey of Artificial Intelligence for Scientific Research TikZero: Zero-Shot Text-Guided Graphics Program Synthesis

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Observation 88909ae5-f826-4827-8843-1238efe7c588 · outbound

This paper cites SciBERT: A pretrained language model for scientific text.

AI4Research: A Survey of Artificial Intelligence for Scientific Research SciBERT: A pretrained language model for scientific text

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.082273Z

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Observation aaea465e-4041-487e-aad7-b00352f4157a · outbound

This paper cites Mechanistic Interpretability for AI Safety -- A Review.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Mechanistic Interpretability for AI Safety -- A Review

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Observation 64bf80b0-9695-4526-9fd0-abf2b7c6476d · outbound

This paper cites When automated assessment meets automated content generation: Examining text quality in the era of gpts.ACM Trans.

AI4Research: A Survey of Artificial Intelligence for Scientific Research When automated assessment meets automated content generation: Examining text quality in the era of gpts.ACM Trans

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Observation 1db58fb3-ca47-4278-b5c5-0b4063e56b64 · outbound

This paper cites Peerassist: leveraging on paper-review interactions to predict peer review decisions.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Peerassist: leveraging on paper-review interactions to predict peer review decisions

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.096558Z

Source-reported events for the cited work

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Observation 8ce1105b-7c8a-4d4a-8681-56d8e6537ea7 · outbound

This paper cites Politepeer: does peer review hurt? a dataset to gauge politeness intensity in the peer reviews.Language Resources and Evaluation, 58(4):1291–1313, May 2024.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Politepeer: does peer review hurt? a dataset to gauge politeness intensity in the peer reviews.Language Resources and Evaluation, 58(4):1291–1313, May 2024

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Observation 02ff7f77-20db-4227-a5ed-6704a0765759 · outbound

This paper cites General- purpose pre-trained large cellular models for single-cell transcriptomics.National Science Review, 11 (11):nwae340, Sep 2024.

AI4Research: A Survey of Artificial Intelligence for Scientific Research General- purpose pre-trained large cellular models for single-cell transcriptomics.National Science Review, 11 (11):nwae340, Sep 2024

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Observation aa36dab7-b90f-4e51-84d3-aad426ad4557 · outbound

This paper cites HeLM: Highlighted Evidence augmented Language Model for Enhanced Table-to-Text Generation.

AI4Research: A Survey of Artificial Intelligence for Scientific Research HeLM: Highlighted Evidence augmented Language Model for Enhanced Table-to-Text Generation

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Observation f6d3c67c-2ed8-42d7-b5cf-66f8e115de91 · outbound

This paper cites Generating accurate and engaging research paper titles using nlp techniques.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Generating accurate and engaging research paper titles using nlp techniques

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Observation 5f58d089-1651-4850-96fd-0364b64730a5 · outbound

This paper cites Using cognitive psychology to understand gpt-3.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Using cognitive psychology to understand gpt-3

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Resolution: malformed identifier; no resolver link, observed 2026-08-06T20:45:12.112620Z

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Observation 2176ba46-9472-4c67-bd93-b0283adb4a4b · outbound

This paper cites Designing collaborative intelligence systems for employee-ai service co-production.Journal of Service Research, page 10946705241238751, Mar 2024.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Designing collaborative intelligence systems for employee-ai service co-production.Journal of Service Research, page 10946705241238751, Mar 2024

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.115454Z

Source-reported events for the cited work

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Observation c54ccec5-d083-4a8f-91d1-1281e659ab9b · outbound

This paper cites Improving generalization of robot locomotion policies via Sharpness-Aware Reinforcement Learning.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Improving generalization of robot locomotion policies via Sharpness-Aware Reinforcement Learning

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.118469Z

Source-reported events for the cited work

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Observation 960f17f4-5c87-4480-8bbc-6e9c4981945f · outbound

This paper cites Colloquium: Machine learning in nuclear physics.Reviews of modern physics, 94(3):031003, Sep 2022.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Colloquium: Machine learning in nuclear physics.Reviews of modern physics, 94(3):031003, Sep 2022

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.121710Z

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Observation db49f1e7-e74a-439c-9012-68122dc8abbb · outbound

This paper cites Autonomous chemical research with large language models.Nature, 624(7992):570–578, Dec 2023.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Autonomous chemical research with large language models.Nature, 624(7992):570–578, Dec 2023

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Source-reported events for the cited work

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Observation 2c80b522-a729-41ef-9936-e5bce24c6bfc · outbound

This paper cites Artificial intelligence for literature reviews: Opportunities and challenges.Artificial Intelligence Review, 57(10):259, Aug 2024.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Artificial intelligence for literature reviews: Opportunities and challenges.Artificial Intelligence Review, 57(10):259, Aug 2024

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Source-reported events for the cited work

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Observation e4a1f08d-1170-450d-b9b6-b4143b3aa0c0 · outbound

This paper cites A non-factoid question-answering taxonomy.

AI4Research: A Survey of Artificial Intelligence for Scientific Research A non-factoid question-answering taxonomy

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.130607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc492815-43f0-428a-816e-f7a4c55ef160 · outbound

This paper cites BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text.

AI4Research: A Survey of Artificial Intelligence for Scientific Research BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.133608Z

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Observation b84b0e43-4c29-4c01-8d16-4bb603ed81aa · outbound

This paper cites Modest: A dataset for multi domain scientific title generation.Knowledge-Based Systems, page 113557, Jun 2025.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Modest: A dataset for multi domain scientific title generation.Knowledge-Based Systems, page 113557, Jun 2025

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.136794Z

Source-reported events for the cited work

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Observation 4584c8c3-7a9a-4de3-8619-37a989012145 · outbound

This paper cites Learning To Split and Rephrase From Wikipedia Edit History.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Learning To Split and Rephrase From Wikipedia Edit History

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.139684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f354bb0-d43d-4552-804c-fdd80618a0a7 · outbound

This paper cites KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction.

AI4Research: A Survey of Artificial Intelligence for Scientific Research KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.143051Z

Source-reported events for the cited work

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Observation 7672ba88-381e-4efd-adab-9aa36fbdd073 · outbound

This paper cites DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts.

AI4Research: A Survey of Artificial Intelligence for Scientific Research DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.146690Z

Source-reported events for the cited work

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Observation 39182903-86d4-4dd7-84ca-47e55a974bc2 · outbound

This paper cites Ai driven experiment calibration and control.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Ai driven experiment calibration and control

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.149790Z

Source-reported events for the cited work

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Observation 19e8b081-50e8-40dd-92bc-8287e6e0410d · outbound

This paper cites Generative artificial intelligence in anatomic pathology.Archives of Pathology & Laboratory Medicine, Apr 2025.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Generative artificial intelligence in anatomic pathology.Archives of Pathology & Laboratory Medicine, Apr 2025

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.153290Z

Source-reported events for the cited work

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Observation 8e0b9570-2fde-4b1b-b731-302d2b8946ce · outbound

This paper cites Closed-loop visuomotor control with generative expectation for robotic manipulation.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Closed-loop visuomotor control with generative expectation for robotic manipulation

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.156091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28846a17-c5ff-4a79-992f-e2a1ed1e8238 · outbound

This paper cites an unresolved cited work.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Unresolved cited work

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.159114Z

Source-reported events for the cited work

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Observation 979029f8-8c07-4744-a1b0-343d1dc1b7a9 · outbound

This paper cites From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine.

AI4Research: A Survey of Artificial Intelligence for Scientific Research From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine

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Source-reported events for the cited work

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Observation bb0146dd-7ec0-4949-aefc-e71cecb7fe12 · outbound

This paper cites How to build the virtual cell with artificial intelligence: Priorities and opportunities.Cell, 187(25):7045–7063, Dec 2024.

AI4Research: A Survey of Artificial Intelligence for Scientific Research How to build the virtual cell with artificial intelligence: Priorities and opportunities.Cell, 187(25):7045–7063, Dec 2024

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.165364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1c0e0c4-7df4-4089-a53e-465f511348bf · outbound

This paper cites Microvqa: A multimodal reasoning benchmark for microscopy-based scientific research.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Microvqa: A multimodal reasoning benchmark for microscopy-based scientific research

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.168442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 078060a2-979b-4b0b-8b59-d2446322a22c · outbound

This paper cites Machine learning for molecular and materials science.Nature, 559(7715):547–555, Jul 2018.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Machine learning for molecular and materials science.Nature, 559(7715):547–555, Jul 2018

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Observation 449eacc3-4222-468c-81c6-81ecf4455dcd · outbound

This paper cites Modest: A dataset for multi domain scientific title generation.Knowledge-Based Systems, 321:113557, Jun 2025.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Modest: A dataset for multi domain scientific title generation.Knowledge-Based Systems, 321:113557, Jun 2025

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.174448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f1e1532-e5fb-477a-b0c1-1ffeb9b33bd6 · outbound

This paper cites On Gradient-like Explanation under a Black-box Setting: When Black-box Explanations Become as Good as White-box.

AI4Research: A Survey of Artificial Intelligence for Scientific Research On Gradient-like Explanation under a Black-box Setting: When Black-box Explanations Become as Good as White-box

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.177699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d773568-d00d-44e9-a632-cf4ed5f68740 · outbound

This paper cites an unresolved cited work.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Unresolved cited work

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.180864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c47f7c4-5964-4e62-99b9-97fd11689f18 · outbound

This paper cites Science acceleration and accessibility with self-driving labs.Nature Communications, 16(1):3856, Apr 2025.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Science acceleration and accessibility with self-driving labs.Nature Communications, 16(1):3856, Apr 2025

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.183877Z

Source-reported events for the cited work

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Observation de4a9d83-d192-48af-b6b5-08ce96b45ec9 · outbound

This paper cites TableMaster: A Recipe to Advance Table Understanding with Language Models.

AI4Research: A Survey of Artificial Intelligence for Scientific Research TableMaster: A Recipe to Advance Table Understanding with Language Models

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.186984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ec5c3e1-40ed-4190-9263-3dab7a31b980 · outbound

This paper cites Agents for self-driving laboratories applied to quantum computing.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Agents for self-driving laboratories applied to quantum computing

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.190274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9e28e6f-5077-4f45-903d-492cc7b30824 · outbound

This paper cites Figuring out Figures: Using Textual References to Caption Scientific Figures.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Figuring out Figures: Using Textual References to Caption Scientific Figures

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.193370Z

Source-reported events for the cited work

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Observation b7203878-2b91-40a4-88ea-189bf9500956 · outbound

This paper cites Can large language models detect misinformation in scientific news reporting?arXiv preprint arXiv:2402.14268, 2024.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Can large language models detect misinformation in scientific news reporting?arXiv preprint arXiv:2402.14268, 2024

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.196440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1601cb18-0a35-406c-a19a-497c74d50618 · outbound

This paper cites Citebart: Learning to generate citations for local citation recommen- dation.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Citebart: Learning to generate citations for local citation recommen- dation

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.199698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1488317-9bc3-44f5-902b-fd06b5f5c364 · outbound

This paper cites Art or artifice? large language models and the false promise of creativity.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Art or artifice? large language models and the false promise of creativity

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.203068Z

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Unavailable: canonical work link unavailable.

Observation be1cfdb1-e623-470b-90d1-16bbb0ccac06 · outbound

This paper cites Automated focused feedback generation for scientific writing assistance.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Automated focused feedback generation for scientific writing assistance

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.206591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fe5516d-1166-42c1-9628-e810171168ca · outbound

This paper cites MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering.

AI4Research: A Survey of Artificial Intelligence for Scientific Research MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.210151Z

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Observation e6b190f0-afd2-4e73-9cd9-5dfcc248f75e · outbound

This paper cites From Lived Experience to Insight: Unpacking the Psychological Risks of Using AI Conversational Agents.

AI4Research: A Survey of Artificial Intelligence for Scientific Research From Lived Experience to Insight: Unpacking the Psychological Risks of Using AI Conversational Agents

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.213860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceb77909-1200-4e3e-bf37-5ec36b4847c0 · outbound

This paper cites SridBench: Benchmark of Scientific Research Illustration Drawing of Image Generation Model.

AI4Research: A Survey of Artificial Intelligence for Scientific Research SridBench: Benchmark of Scientific Research Illustration Drawing of Image Generation Model

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.217512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da265e43-84a8-428a-beb0-6a34c072931a · outbound

This paper cites TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review.

AI4Research: A Survey of Artificial Intelligence for Scientific Research TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.221234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7172ed7c-4af7-4ea3-8a0a-fee9667acdb2 · outbound

This paper cites Thetorontopapermatchingsystem: anautomatedpaper-reviewer assignment system.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Thetorontopapermatchingsystem: anautomatedpaper-reviewer assignment system

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.224784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aa52733-e761-4e94-b0a1-ab8e3cd7b6b5 · outbound

This paper cites A framework for optimizing paper matching.

AI4Research: A Survey of Artificial Intelligence for Scientific Research A framework for optimizing paper matching

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Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.227761Z

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation 054a046c-2baf-4761-a188-f2d9fc3f3339 · inbound

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models cites this paper.

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models AI4Research: A Survey of Artificial Intelligence for Scientific Research

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Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T08:40:41.864505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6b51a282-7bef-46aa-bf45-3d01fdc5038b · inbound

ViTCoT: Video-Text Interleaved Chain-of-Thought for Boosting Video Understanding in Large Language Models cites this paper.

ViTCoT: Video-Text Interleaved Chain-of-Thought for Boosting Video Understanding in Large Language Models AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T17:49:34.746783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9de6e563-501c-4a0a-8d3e-fada0ddf1a63 · inbound

Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator cites this paper.

Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T05:17:06.126504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4300e2b8-afb0-47d2-9086-758216bafeca · inbound

AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research cites this paper.

AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T16:30:30.888470Z

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Unavailable: canonical work link unavailable.

Observation fab39a64-f1c8-472e-90a5-707a1170ea17 · inbound

A Survey of Context Engineering for Large Language Models cites this paper.

A Survey of Context Engineering for Large Language Models AI4Research: A Survey of Artificial Intelligence for Scientific Research

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Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T20:58:45.346428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f039b748-36d9-45d6-8fc8-40b4c2bf4f2b · inbound

Deep Researcher with Test-Time Diffusion cites this paper.

Deep Researcher with Test-Time Diffusion AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T15:24:19.362052Z

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Observation 896271ea-f7ff-46f2-8bde-7cd6f683cf81 · inbound

Copyright Protection for Large Language Models: A Survey of Methods, Challenges, and Trends cites this paper.

Copyright Protection for Large Language Models: A Survey of Methods, Challenges, and Trends AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-18T22:46:53.257408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 15a31f7b-fee0-46f2-84ba-1cae8434da87 · inbound

AI Can Learn Scientific Taste cites this paper.

AI Can Learn Scientific Taste AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T18:14:52.495524Z

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Unavailable: canonical work link unavailable.

Observation 3472a24a-cbc3-423b-96f9-c71162dedcb3 · inbound

Emergent Social Intelligence Risks in Generative Multi-Agent Systems cites this paper.

Emergent Social Intelligence Risks in Generative Multi-Agent Systems AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T21:48:00.823871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 90b72c6e-bc9a-4718-9746-b6450fbe0197 · inbound

MeasHalu: Mitigation of Scientific Measurement Hallucinations for Large Language Models with Enhanced Reasoning cites this paper.

MeasHalu: Mitigation of Scientific Measurement Hallucinations for Large Language Models with Enhanced Reasoning AI4Research: A Survey of Artificial Intelligence for Scientific Research

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Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T07:21:55.051278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b5fbdd98-6bfb-4ca0-bc71-00301c3a634c · inbound

AblateCell: A Reproduce-then-Ablate Agent for Virtual Cell Repositories cites this paper.

AblateCell: A Reproduce-then-Ablate Agent for Virtual Cell Repositories AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T13:01:04.390583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c69076e0-0854-4703-879b-85dcfff49420 · inbound

OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Model cites this paper.

OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Model AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T13:46:03.395806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6beb8e1c-b3a3-425b-b2cb-47ae2f58097a · inbound

How Researchers Navigate Accountability, Transparency, and Trust When Using AI Tools in Early-Stage Research: A Think-Aloud Study cites this paper.

How Researchers Navigate Accountability, Transparency, and Trust When Using AI Tools in Early-Stage Research: A Think-Aloud Study AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:01:12.453815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6d6067a4-fce7-40ea-87f9-245c23ec14b9 · inbound

When AI reviews science: Can we trust the referee? cites this paper.

When AI reviews science: Can we trust the referee? AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-08T23:19:30.295275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c4232dc7-8c11-422b-96a9-b2c8bc99209b · inbound

Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis cites this paper.

Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-09T00:19:26.040101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 88d72abf-3384-404e-b476-96462387ce6c · inbound

Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis cites this paper.

Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-01T09:15:42.666393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4dbe0a6a-0553-404e-81c3-96f28822fb0c · inbound

SciHorizon-DataEVA: An Agentic System for AI-Readiness Evaluation of Heterogeneous Scientific Data cites this paper.

SciHorizon-DataEVA: An Agentic System for AI-Readiness Evaluation of Heterogeneous Scientific Data AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T09:26:26.176170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f390acf3-6418-4ae8-bd9c-17450ca6871e · inbound

Heterogeneous Scientific Foundation Model Collaboration cites this paper.

Heterogeneous Scientific Foundation Model Collaboration AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 109

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T04:30:11.276968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ef9a9a53-f30c-4b55-a907-e1a35b1bec0c · inbound

SciIntegrity-Bench: A Benchmark for Evaluating Academic Integrity in AI Scientist Systems cites this paper.

SciIntegrity-Bench: A Benchmark for Evaluating Academic Integrity in AI Scientist Systems AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T05:36:24.467870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation af2091c1-a52a-4635-8cdb-14ecb40e8789 · inbound

SciIntegrity-Bench: A Benchmark for Evaluating Academic Integrity in AI Scientist Systems cites this paper.

SciIntegrity-Bench: A Benchmark for Evaluating Academic Integrity in AI Scientist Systems AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T13:45:45.896486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3f4468cb-6236-49e1-8623-da83a4b65232 · inbound

The Scaling Laws of Skills in LLM Agent Systems cites this paper.

The Scaling Laws of Skills in LLM Agent Systems AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T18:13:37.629993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1dddd341-64c2-40da-a720-9a5eb11a6f1a · inbound

AI for Auto-Research: Roadmap & User Guide cites this paper.

AI for Auto-Research: Roadmap & User Guide AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:33:12.786740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3f089458-9e96-460d-964e-c6ba380d9a35 · inbound

AI for Auto-Research: Roadmap & User Guide cites this paper.

AI for Auto-Research: Roadmap & User Guide AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T13:43:32.799207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed984b9d-338a-482d-9a0e-99f28b40858f · inbound

SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research cites this paper.

SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-25T05:46:39.353393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation acaf9142-355b-46a0-b943-a79e0cc8b24b · inbound

AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery cites this paper.

AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-05-25T04:50:21.616419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 96d11e0f-0564-4018-b0f6-ecf4484e3914 · inbound

Hidden-State Privacy Has an Empty Middle cites this paper.

Hidden-State Privacy Has an Empty Middle AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T16:14:01.560420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4cd2625-85e1-44ef-ba22-7c8108285923 · inbound

LLM-AutoSciLab: Closed-Loop Scientific Discovery via Active Experimentation with LLMs cites this paper.

LLM-AutoSciLab: Closed-Loop Scientific Discovery via Active Experimentation with LLMs AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T17:04:57.781581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8d44ec6a-090e-4ae7-996f-4f7bbdedfc04 · inbound

Can AI Review Improve Paper Drafting? An Empirical Study on 20 Computer Architecture Submissions cites this paper.

Can AI Review Improve Paper Drafting? An Empirical Study on 20 Computer Architecture Submissions AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-01T21:06:14.503496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4a17df71-8e15-4912-bba2-f483f3a27b26 · inbound

Bayesian Adaptation Gym: A Benchmark for the Bayesian Low-Rank Adaptation of Multi-Modal Language Models cites this paper.

Bayesian Adaptation Gym: A Benchmark for the Bayesian Low-Rank Adaptation of Multi-Modal Language Models AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T08:09:41.596937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4fbd5770-11ca-4609-b5f3-48389ed8041c · inbound

Judgment-Grounded Expansion for Peer Review Generation cites this paper.

Judgment-Grounded Expansion for Peer Review Generation AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T10:49:46.277274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d052fa48-fc36-4d76-a07c-48d7d68e4b94 · inbound

Hephaestus: Toward a Cybersecurity AI Scientist cites this paper.

Hephaestus: Toward a Cybersecurity AI Scientist AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T13:54:44.429514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7e4ce110-9160-411d-80f0-b12fef958dc4 · inbound

Evolutionary Intelligence for Scientific Discovery: From Evolutionary Computation to Cumulative Discovery Systems cites this paper.

Evolutionary Intelligence for Scientific Discovery: From Evolutionary Computation to Cumulative Discovery Systems AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-13T00:55:17.107245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f4f6491-6faa-4656-a876-a93620a1540d · inbound

RSIBench-Data: Benchmarking Data-Centric Research for Recursive Self-Improvement cites this paper.

RSIBench-Data: Benchmarking Data-Centric Research for Recursive Self-Improvement AI4Research: A Survey of Artificial Intelligence for Scientific Research

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T01:15:07.213988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.