Paper Citation Record · LEDGER

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes

As of 21 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 1 inbound Pith citation observation for arXiv:2607.04439.

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

pith.paper-citation-record.v1
2607.04439 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T19:11:37.739920Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T08:44:29.316861Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

63 of 63 outbound references displayed

verified exact0
verified fuzzy0
unresolved63
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5858b615-9b81-48f2-b88d-bc07352ac8db · outbound

This paper cites SPECTER2 model card, 2026.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes SPECTER2 model card, 2026

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff55fe08-b051-4966-9840-4b82f6f62345 · outbound

This paper cites Claude models overview, 2026.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Claude models overview, 2026

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 5a52025c-6cc3-4fe9-b24b-cd2d9fb534fa · outbound

This paper cites Skill authoring best practices, 2026.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Skill authoring best practices, 2026

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation fac067e3-8708-4124-aa67-3614ca15deff · outbound

This paper cites The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 11516208-1c9e-46b9-aa5f-e62f5df4541e · outbound

This paper cites Agentic AI scientists are not built for autonomous scientific discovery, 2026.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Agentic AI scientists are not built for autonomous scientific discovery, 2026

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 9b58bb8b-4b24-4437-91c8-18f650bd5064 · outbound

This paper cites SPECTER: Document-level Representation Learning using Citation-informed Transformers.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes SPECTER: Document-level Representation Learning using Citation-informed Transformers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 78b2de72-682c-4ed4-a3c1-4649e7b6c9b9 · outbound

This paper cites Graphmind: Interactive novelty assessment system for accelerating scientific discovery, 2025.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Graphmind: Interactive novelty assessment system for accelerating scientific discovery, 2025

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 8bb6ce42-fd5f-4e52-b039-3210ae88d3f5 · outbound

This paper cites Graphs of research: Citation evolution graphs as supervision for research idea gener- ation, 2026.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Graphs of research: Citation evolution graphs as supervision for research idea gener- ation, 2026

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 8a63f709-9fc5-4038-8ce8-f226482855cd · outbound

This paper cites IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation a15353ca-4c14-4fc7-a8b4-f797be90e917 · outbound

This paper cites EigenGame: PCA as a nash equilibrium.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes EigenGame: PCA as a nash equilibrium

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 1ef17313-5f97-4772-b7c3-0356fc25c282 · outbound

This paper cites Towards an AI co-scientist,.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Towards an AI co-scientist,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 4a9772eb-7826-420f-b5fa-0c2f22aca092 · outbound

This paper cites Towards an AI co-scientist.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Towards an AI co-scientist

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation ef7d9049-c32b-46ab-87c1-45b114de0531 · outbound

This paper cites BERTopic: Neural topic modeling with a class-based TF-IDF procedure.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes BERTopic: Neural topic modeling with a class-based TF-IDF procedure

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation b7af7ab0-ef18-456b-8daf-4be8bcad7f5b · outbound

This paper cites MoRI: Learning Motivation-Grounded Reasoning for Scientific Ideation in Large Language Models.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes MoRI: Learning Motivation-Grounded Reasoning for Scientific Ideation in Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 6f317558-74f4-4c0e-95b9-f8e9d07e82a0 · outbound

This paper cites Interesting Scientific Idea Generation using Knowledge Graphs and LLMs: Evaluations with 100 Research Group Leaders.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Interesting Scientific Idea Generation using Knowledge Graphs and LLMs: Evaluations with 100 Research Group Leaders

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 1454759b-7df1-47f2-8061-9b42e943007c · outbound

This paper cites IdeaBench: Benchmarking Large Language Models for Research Idea Generation.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes IdeaBench: Benchmarking Large Language Models for Research Idea Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation edba9d29-704b-4b54-a07e-fdb0cdfe218b · outbound

This paper cites The price of differential privacy under continual observation.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes The price of differential privacy under continual observation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 8da4d669-bd85-491c-b638-84d24f8c3578 · outbound

This paper cites Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation ef51b799-59ae-4bb0-b8eb-fcb3c5247036 · outbound

This paper cites an unresolved cited work.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 13b06379-7b3c-4460-a0c3-7271dafcdf98 · outbound

This paper cites Hindsight: Evaluating LLM-generated research ideas via future impact, 2026.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Hindsight: Evaluating LLM-generated research ideas via future impact, 2026

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation b9069676-4dbb-46d2-8db3-b38233bf83ac · outbound

This paper cites Kingma and Ruiqi Gao.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Kingma and Ruiqi Gao

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation a769291b-500d-4577-b924-fcbeffcc1e7b · outbound

This paper cites Fine-tuning can dis- tort pretrained features and underperform out-of-distribution.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Fine-tuning can dis- tort pretrained features and underperform out-of-distribution

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 722f3a1c-aed6-4d42-9931-4776d30eebfb · outbound

This paper cites Motivgraph-soiq: Integrating motivational knowledge graphs and socratic dialogue for enhanced LLM ideation, 2025.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Motivgraph-soiq: Integrating motivational knowledge graphs and socratic dialogue for enhanced LLM ideation, 2025

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 7ba5a41b-6236-4ab1-861a-0ab563b50014 · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation e6ea3bd4-338d-4296-b5bc-24dce0d7c35b · outbound

This paper cites MIRAI: Prediction and generation of high-impact academic research, 2026.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes MIRAI: Prediction and generation of high-impact academic research, 2026

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 1e88b67e-5c2c-4c90-9a4b-a062554e6766 · outbound

This paper cites A Vision for Auto Research with LLM Agents.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes A Vision for Auto Research with LLM Agents

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation eeff88fc-8e64-4d50-923d-f7934a1e84af · outbound

This paper cites Sci-reasoning: A dataset decoding AI innovation pat- terns, 2026.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Sci-reasoning: A dataset decoding AI innovation pat- terns, 2026

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 629ec346-a191-467f-84d7-b657982983f0 · outbound

This paper cites Augmenting research ideation with data: An empirical investigation in social science, 2025.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Augmenting research ideation with data: An empirical investigation in social science, 2025

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 5e3cc368-8abf-45fc-92aa-83f6af3c85c2 · outbound

This paper cites ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 55249198-dbe6-4179-addf-1e5928e1ea17 · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation c007e650-d510-4ae3-9759-8fcf56a26d99 · outbound

This paper cites hdbscan: Hierarchical density based clustering.Journal of Open Source Software, 2(11):205, 2017.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes hdbscan: Hierarchical density based clustering.Journal of Open Source Software, 2(11):205, 2017

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 456fe365-5912-42ea-b36f-35bd71ead38b · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 32

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Observation 565a64fd-f50b-439b-87dc-5e39b53f5825 · outbound

This paper cites SAM as an optimal relaxation of bayes.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes SAM as an optimal relaxation of bayes

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 9c3c226c-bb31-4630-9382-4f7e59bda716 · outbound

This paper cites Embeddings, 2026.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Embeddings, 2026

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 9c6a85e0-9c1b-401e-a614-0787cd411a66 · outbound

This paper cites Openreview documentation: Using the api, 2026.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Openreview documentation: Using the api, 2026

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 7089f488-7244-44b6-b19f-033139c1cbef · outbound

This paper cites AI Idea Bench 2025: AI Research Idea Generation Benchmark.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes AI Idea Bench 2025: AI Research Idea Generation Benchmark

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 5da33298-f617-4576-a26a-c06a3b04e841 · outbound

This paper cites Human-LLM Compound System for Scientific Ideation through Facet Recombination and Novelty Evaluation.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Human-LLM Compound System for Scientific Ideation through Facet Recombination and Novelty Evaluation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 145aaee6-ec7a-4b87-acf2-71fb3d2bfd13 · outbound

This paper cites Towards scientific intelli- gence: A survey of LLM-based scientific agents, 2025.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Towards scientific intelli- gence: A survey of LLM-based scientific agents, 2025

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation ac0a869b-0005-4a0b-9248-4a47ca0aa4c3 · outbound

This paper cites Evaluating novelty in AI-generated research plans using multi-workflow LLM pipelines, 2025.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Evaluating novelty in AI-generated research plans using multi-workflow LLM pipelines, 2025

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation fe2a9e41-36d6-41b6-a7b3-0aed60b3ed66 · outbound

This paper cites Toolformer: Language Models Can Teach Themselves to Use Tools.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Toolformer: Language Models Can Teach Themselves to Use Tools

Reference 40

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Observation c50b0ba7-739e-4d5a-8327-6a0471906469 · outbound

This paper cites Agent Laboratory: Using LLM Agents as Research Assistants.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Agent Laboratory: Using LLM Agents as Research Assistants

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 475ac636-c76f-41f3-ae26-d6e1507390a6 · outbound

This paper cites Is this idea novel? an automated benchmark for judgment of research ideas, 2026.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Is this idea novel? an automated benchmark for judgment of research ideas, 2026

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

Source-reported events for the cited work

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Observation d3d0996d-5610-4056-b293-dc33aaa5aeee · outbound

This paper cites Semantic scholar graph api, 2026.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Semantic scholar graph api, 2026

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation a9de907d-d384-4e6a-af5a-8525f15a2ace · outbound

This paper cites Literature-Grounded Novelty Assessment of Scientific Ideas.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Literature-Grounded Novelty Assessment of Scientific Ideas

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation e1765424-2c7c-4767-ba03-e67c5873a375 · outbound

This paper cites Navigating ideation space: Decomposed conceptual representations for positioning scientific ideas, 2026.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Navigating ideation space: Decomposed conceptual representations for positioning scientific ideas, 2026

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 1aa1b5ea-6b5f-4e98-ad7c-3f15b4a5674e · outbound

This paper cites The Ideation-Execution Gap: Execution Outcomes of LLM-Generated versus Human Research Ideas.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes The Ideation-Execution Gap: Execution Outcomes of LLM-Generated versus Human Research Ideas

Reference 46

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 8e8367a0-28f1-453a-9ad4-9a5feb8dcdd6 · outbound

This paper cites Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 15d7cb8b-f278-4772-8317-4d2e41e45b46 · outbound

This paper cites SciRepEval: A Multi-Format Benchmark for Scientific Document Representations.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes SciRepEval: A Multi-Format Benchmark for Scientific Document Representations

Reference 48

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation bae67cd9-70b6-4054-90fd-236eba2798e7 · outbound

This paper cites Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System

Reference 49

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 87021c85-2b4d-4e06-aea1-4721e2364665 · outbound

This paper cites AI-Researcher: Autonomous Scientific Innovation.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes AI-Researcher: Autonomous Scientific Innovation

Reference 50

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 6a246de9-4b64-4fb7-ac61-6542b8393e02 · outbound

This paper cites AI can learn scientific taste, 2026.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes AI can learn scientific taste, 2026

Reference 51

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 237da6bb-8e98-4254-b061-de7a09363a47 · outbound

This paper cites Why LLMs aren’t scientists yet: Lessons from four autonomous research attempts, 2026.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Why LLMs aren’t scientists yet: Lessons from four autonomous research attempts, 2026

Reference 52

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation f2533c9e-1294-4abb-ad42-45ddf49beb71 · outbound

This paper cites Learning to Predict Future-Aligned Research Proposals with Language Models.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Learning to Predict Future-Aligned Research Proposals with Language Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 6f133de7-5a83-4fd0-8c42-22d1fcc64389 · outbound

This paper cites FlowPIE: Test-time scientific idea evolution with flow-guided literature exploration, 2026.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes FlowPIE: Test-time scientific idea evolution with flow-guided literature exploration, 2026

Reference 54

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 35a56f4c-d5ca-47db-99e1-0b96e5a0dbaf · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

Source-reported events for the cited work

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Observation 2c66d0b1-a6ba-411f-9315-b777d9679cfd · outbound

This paper cites NovBench: Evaluating Large Language Models on Academic Paper Novelty Assessment.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes NovBench: Evaluating Large Language Models on Academic Paper Novelty Assessment

Reference 56

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

Source-reported events for the cited work

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Observation 3dc938d4-e831-49b9-b41b-df57d32cea21 · outbound

This paper cites Improving Scientific Hypothesis Generation with Knowledge Grounded Large Language Models.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Improving Scientific Hypothesis Generation with Knowledge Grounded Large Language Models

Reference 57

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

Source-reported events for the cited work

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Observation f1bde244-6c83-4a38-adb5-b9278fd999f5 · outbound

This paper cites The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

Reference 58

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

Source-reported events for the cited work

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Observation 722bf69f-21f7-4572-9b20-c4d742c57c71 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes ReAct: Synergizing Reasoning and Acting in Language Models

Reference 59

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation 99c3b25b-8cbb-4dbc-b66e-fae61c1c0384 · outbound

This paper cites Opennovelty: An LLM-powered agentic system for verifiable scholarly novelty assessment, 2026.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Opennovelty: An LLM-powered agentic system for verifiable scholarly novelty assessment, 2026

Reference 60

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Observation c85d9ac5-50b5-4cd3-88b0-1e4b55ed4f18 · outbound

This paper cites Deep ideation: Designing LLM agents to generate novel research ideas on scientific concept network, 2025.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Deep ideation: Designing LLM agents to generate novel research ideas on scientific concept network, 2025

Reference 61

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

Source-reported events for the cited work

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Observation 1e4fa9b2-32f4-4bcf-b7aa-8ed38ec760fb · outbound

This paper cites From automation to autonomy: A survey on large language models in scientific discovery, 2025.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes From automation to autonomy: A survey on large language models in scientific discovery, 2025

Reference 62

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

Source-reported events for the cited work

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Observation fc7d43ac-0521-43a6-9413-067ccd8ee38d · outbound

This paper cites Nguyen, Baixuan Xu, Zhaowei Wang, Jiayang Cheng, Hong Ting Tsang, Weiqi Wang, Jiaxin Bai, Tianqing Fang, Yangqiu Song, Ginny Y.

ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Nguyen, Baixuan Xu, Zhaowei Wang, Jiayang Cheng, Hong Ting Tsang, Weiqi Wang, Jiaxin Bai, Tianqing Fang, Yangqiu Song, Ginny Y

Reference 63

Resolution: unresolved; no resolver link, observed 2026-07-11T19:11:37.739920Z

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Pith citing papers

Observation f6bc8bd6-9925-43b4-9077-dfcd8b633ba4 · inbound

ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog cites this paper.

ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-02T08:44:29.316861Z

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