Mapping Scientific Literature with Large Language Models and Topic Modeling | Paper Citation Record

Observation aa4057dd-9753-4afa-8697-2bd5190134b2 · outbound

This paper cites Public understanding of science versus public understanding of research.Public Understanding of Science, 10(4):421–426, 2001.

Mapping Scientific Literature with Large Language Models and Topic Modeling Public understanding of science versus public understanding of research.Public Understanding of Science, 10(4):421–426, 2001

Reference 1

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Observation f32b9a75-565c-4c0d-8377-e40e4336e1ac · outbound

This paper cites Public Communication of Science in Blogs: Recontextualizing Scientific Discourse for a Diversified Audience.Written Communication, 30(4):428–457, 2013.

Mapping Scientific Literature with Large Language Models and Topic Modeling Public Communication of Science in Blogs: Recontextualizing Scientific Discourse for a Diversified Audience.Written Communication, 30(4):428–457, 2013

Reference 2

Resolution: verified exact; doi, observed 2026-08-04T09:23:34.351146Z

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Observation f1c51208-8e9a-4895-b14a-6e461781d329 · outbound

This paper cites Measuring mumbo jumbo: A preliminary quantification of the use of jargon in science communication.Public Understanding of Science, 23(5):528–546, 2014.

Mapping Scientific Literature with Large Language Models and Topic Modeling Measuring mumbo jumbo: A preliminary quantification of the use of jargon in science communication.Public Understanding of Science, 23(5):528–546, 2014

Reference 3

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Observation 4f33134e-c6fc-4498-8373-6a68ff0591b5 · outbound

This paper cites Personalized Jargon Identification for Enhanced Interdisciplinary Communication.

Mapping Scientific Literature with Large Language Models and Topic Modeling Personalized Jargon Identification for Enhanced Interdisciplinary Communication

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-04T09:23:34.090913Z

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Observation d0db9cb2-b504-4623-b648-ea06dcd1059a · outbound

This paper cites Assessing what to address in science communication.Proceedings of the National Academy of Sciences, 110:14062–14068, 2013.

Mapping Scientific Literature with Large Language Models and Topic Modeling Assessing what to address in science communication.Proceedings of the National Academy of Sciences, 110:14062–14068, 2013

Reference 5

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Observation 2d390a3f-3b1c-406e-8ee2-86405f7b776d · outbound

This paper cites From complexity to clarity: How AI enhances perceptions of scientists and the public’s understanding of science.PNAS Nexus, 3(9):pgae387, 2024.

Mapping Scientific Literature with Large Language Models and Topic Modeling From complexity to clarity: How AI enhances perceptions of scientists and the public’s understanding of science.PNAS Nexus, 3(9):pgae387, 2024

Reference 6

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Observation 4bc9a81f-5718-4be5-97b5-fc17b0884c1a · outbound

This paper cites Lay summaries needed to enhance science communication.Proceedings of the National Academy of Sciences, 112(12):3585–3586, 2015.

Mapping Scientific Literature with Large Language Models and Topic Modeling Lay summaries needed to enhance science communication.Proceedings of the National Academy of Sciences, 112(12):3585–3586, 2015

Reference 7

Resolution: verified exact; doi, observed 2026-08-04T09:23:33.717542Z

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Observation d13426c2-3d10-4bde-9ddf-709763c94ac1 · outbound

This paper cites Improving accessibility of scientific research by artificial intelligence—An example for lay abstract generation.Digital Health, 9, 2023.

Mapping Scientific Literature with Large Language Models and Topic Modeling Improving accessibility of scientific research by artificial intelligence—An example for lay abstract generation.Digital Health, 9, 2023

Reference 8

Resolution: verified exact; doi, observed 2026-08-04T09:23:33.562282Z

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Observation 7b1855e2-37eb-4ccf-9a65-25e54fdb834d · outbound

This paper cites Automated Lay Language Summarization of Biomedical Scientific Reviews.

Mapping Scientific Literature with Large Language Models and Topic Modeling Automated Lay Language Summarization of Biomedical Scientific Reviews

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-04T09:23:33.435352Z

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Observation 1c4ce468-db83-46e9-b600-89010ef1f000 · outbound

This paper cites Charting the course for PNAS.Proceedings of the National Academy of Sciences, 105(8): 2755–2756, 2008.

Mapping Scientific Literature with Large Language Models and Topic Modeling Charting the course for PNAS.Proceedings of the National Academy of Sciences, 105(8): 2755–2756, 2008

Reference 10

Resolution: verified exact; doi, observed 2026-08-04T09:23:33.261016Z

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Observation 49c5ab42-8182-4e7c-925b-569b80ea5954 · outbound

This paper cites Impact, not impact factor.Proceedings of the National Academy of Sciences, 112(26):7875–7876,.

Mapping Scientific Literature with Large Language Models and Topic Modeling Impact, not impact factor.Proceedings of the National Academy of Sciences, 112(26):7875–7876,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:14.738046Z

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Observation 4f75cebb-9b39-420b-84e5-59a21fcfa35f · outbound

This paper cites Mapping knowledge domains.Proceedings of the National Academy of Sciences, 101:5183–5185, 2004.

Mapping Scientific Literature with Large Language Models and Topic Modeling Mapping knowledge domains.Proceedings of the National Academy of Sciences, 101:5183–5185, 2004

Reference 12

Resolution: verified exact; doi, observed 2026-08-04T09:23:32.921592Z

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Observation 41901cff-1c5d-4b08-b59c-96fb875f38d5 · outbound

This paper cites Science communication reconsidered.Nature Biotechnology, 27(6):514–518, 2009.

Mapping Scientific Literature with Large Language Models and Topic Modeling Science communication reconsidered.Nature Biotechnology, 27(6):514–518, 2009

Reference 13

Resolution: verified exact; doi, observed 2026-08-04T09:23:32.794086Z

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Observation 436e8bfd-01ea-4ad2-920b-92a81b75c00f · outbound

This paper cites Mapping research trends from 35 years of publications in Distance Education.Distance Education, 37(3):245–269, 2016.

Mapping Scientific Literature with Large Language Models and Topic Modeling Mapping research trends from 35 years of publications in Distance Education.Distance Education, 37(3):245–269, 2016

Reference 14

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Observation 33e334f8-fcd5-469f-bb6e-fbe0b3f627b3 · outbound

This paper cites Meta-research: Why research on research matters.PLoS Biology, 16(3):e2005468, 2018.

Mapping Scientific Literature with Large Language Models and Topic Modeling Meta-research: Why research on research matters.PLoS Biology, 16(3):e2005468, 2018

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:15.183544Z

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Observation 34a0e122-dbc4-455f-bf3c-f44dbd3b647c · outbound

This paper cites Reproducible research practices, transparency, and open access data in the biomedical literature, 2015-2017.PLoS Biology, 16(11):e2006930, 2018.

Mapping Scientific Literature with Large Language Models and Topic Modeling Reproducible research practices, transparency, and open access data in the biomedical literature, 2015-2017.PLoS Biology, 16(11):e2006930, 2018

Reference 16

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Observation 284a0867-9148-4f2d-bd8c-ddb20d864190 · outbound

This paper cites Trends in US public confidence in science and op- portunities for progress.Proceedings of the National Academy of Sciences, 121(11):e2319488121, 2024.

Mapping Scientific Literature with Large Language Models and Topic Modeling Trends in US public confidence in science and op- portunities for progress.Proceedings of the National Academy of Sciences, 121(11):e2319488121, 2024

Reference 17

Resolution: verified exact; doi, observed 2026-08-04T09:23:32.631940Z

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Observation 77d39cad-fcff-493d-9ae6-79c0c63950c0 · outbound

This paper cites Mapping topics and topic bursts in PNAS.Proceedings of the National Academy of Sciences, 101:5287–5290, 2004.

Mapping Scientific Literature with Large Language Models and Topic Modeling Mapping topics and topic bursts in PNAS.Proceedings of the National Academy of Sciences, 101:5287–5290, 2004

Reference 18

Resolution: verified exact; doi, observed 2026-08-04T09:23:32.484114Z

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Observation 2f67af61-ac49-4892-8e1e-d7f87953cdd3 · outbound

This paper cites Mapping knowledge domains: Characterizing PNAS.Proceedings of the National Academy of Sciences, 101:5192–5199, 2004.

Mapping Scientific Literature with Large Language Models and Topic Modeling Mapping knowledge domains: Characterizing PNAS.Proceedings of the National Academy of Sciences, 101:5192–5199, 2004

Reference 19

Resolution: verified exact; doi, observed 2026-08-04T09:23:32.385175Z

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Observation 0b154085-d4cc-401c-9995-bf9c29bc41c8 · outbound

This paper cites Reconceptualizing the classification of PNAS articles.

Mapping Scientific Literature with Large Language Models and Topic Modeling Reconceptualizing the classification of PNAS articles

Reference 20

Resolution: verified exact; doi, observed 2026-08-04T09:23:32.211327Z

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Observation 865150b7-d90b-4271-8bdb-185154d5156f · outbound

This paper cites Disciplinary structures in Nature, Science and PNAS: journal and country levels.Scientometrics, 116(3):1817–1852, 2018.

Mapping Scientific Literature with Large Language Models and Topic Modeling Disciplinary structures in Nature, Science and PNAS: journal and country levels.Scientometrics, 116(3):1817–1852, 2018

Reference 21

Resolution: verified exact; doi, observed 2026-08-04T09:23:31.973173Z

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Observation 3857684e-6ac0-4a17-8fdb-e82fd9f14545 · outbound

This paper cites Feature analysis of multidisciplinary scientific collaboration patterns based on PNAS.EPJ Data Science, 7:1–17, 2018.

Mapping Scientific Literature with Large Language Models and Topic Modeling Feature analysis of multidisciplinary scientific collaboration patterns based on PNAS.EPJ Data Science, 7:1–17, 2018

Reference 22

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Observation 4b734f51-a1bf-4386-8a47-e89f838f9d70 · outbound

This paper cites Nature, Science, and PNAS: disciplinary profiles and impact.Scientometrics, 123(3):1301–1315,.

Mapping Scientific Literature with Large Language Models and Topic Modeling Nature, Science, and PNAS: disciplinary profiles and impact.Scientometrics, 123(3):1301–1315,

Reference 23

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Observation 434bb84e-0382-4290-91b3-17e855285c68 · outbound

This paper cites Scientific Large Language Models: A Survey on Biological & Chemical Domains.ACM Computing Surveys, 57(6):1–38, 2025.

Mapping Scientific Literature with Large Language Models and Topic Modeling Scientific Large Language Models: A Survey on Biological & Chemical Domains.ACM Computing Surveys, 57(6):1–38, 2025

Reference 24

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Observation 5a8b46e0-ebbb-45dc-abac-b5d9afef1963 · outbound

This paper cites ChatGPT, Bard, and Large Language Models for Biomedical Re- search: Opportunities and Pitfalls.Annals of Biomedical Engineering, 51:2647–2651, 2023.

Mapping Scientific Literature with Large Language Models and Topic Modeling ChatGPT, Bard, and Large Language Models for Biomedical Re- search: Opportunities and Pitfalls.Annals of Biomedical Engineering, 51:2647–2651, 2023

Reference 25

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Observation 6da14452-7a67-40e7-934e-f1329fd1a223 · outbound

This paper cites Tracing the Influence of Large Language Models across the Most Impactful Scientific Works.Electronics, 12(24):4957, 2023.

Mapping Scientific Literature with Large Language Models and Topic Modeling Tracing the Influence of Large Language Models across the Most Impactful Scientific Works.Electronics, 12(24):4957, 2023

Reference 26

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Observation fc4cea0d-fcf0-4f8e-81a4-dcdab0aec7f5 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 27

Resolution: verified exact; doi, observed 2026-08-04T09:23:31.523639Z

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Observation 34ec1c53-40d3-4fb8-81e6-994587b37aef · outbound

This paper cites Paper Plain: Making Medical Research Papers Approachable to Healthcare Consumers with Natural Language Processing.ACM Transactions on Computer-Human Interaction, 30(5):1–38, 2023.

Mapping Scientific Literature with Large Language Models and Topic Modeling Paper Plain: Making Medical Research Papers Approachable to Healthcare Consumers with Natural Language Processing.ACM Transactions on Computer-Human Interaction, 30(5):1–38, 2023

Reference 28

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Observation 10ec6b58-e7dd-4af4-b81f-93b2d3e8ca66 · outbound

This paper cites Towards Reasoning in Large Language Models: A Survey.

Mapping Scientific Literature with Large Language Models and Topic Modeling Towards Reasoning in Large Language Models: A Survey

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:16.606526Z

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Observation fb3fe082-cf03-4aea-b6c5-eb3710f664e6 · outbound

This paper cites A study of generative large language model for medical research and healthcare.npj Digital Medicine, 6:1–17, 2023.

Mapping Scientific Literature with Large Language Models and Topic Modeling A study of generative large language model for medical research and healthcare.npj Digital Medicine, 6:1–17, 2023

Reference 30

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Observation 6f23e4d3-5378-4860-87e1-5b4435075be3 · outbound

This paper cites Structured information extraction from scientific text with large language models.Nature Communications, 15(1):1418, 2024.

Mapping Scientific Literature with Large Language Models and Topic Modeling Structured information extraction from scientific text with large language models.Nature Communications, 15(1):1418, 2024

Reference 31

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Observation f9976b63-3f18-4285-a2a3-92e59396d425 · outbound

This paper cites PNAS home, 2025.

Mapping Scientific Literature with Large Language Models and Topic Modeling PNAS home, 2025

Reference 32

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Observation 4c457d69-b754-461a-9c00-0ccc8355a8db · outbound

This paper cites text-embedding-3-small, 2024.

Mapping Scientific Literature with Large Language Models and Topic Modeling text-embedding-3-small, 2024

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:16.844400Z

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Observation fa198001-8f90-4565-a540-2ceb97d1580a · outbound

This paper cites GPT-4o mini, 2024.

Mapping Scientific Literature with Large Language Models and Topic Modeling GPT-4o mini, 2024

Reference 34

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Observation 60b59eab-21ca-41f6-95dd-0b3185a2e18f · outbound

This paper cites Houghton Mifflin, Boston, MA, 1935.

Mapping Scientific Literature with Large Language Models and Topic Modeling Houghton Mifflin, Boston, MA, 1935

Reference 35

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Observation 4a6ed378-09dd-42c8-8c67-54d22d2e44af · outbound

This paper cites Zipf’s word frequency law in natural language: A critical review and future directions.

Mapping Scientific Literature with Large Language Models and Topic Modeling Zipf’s word frequency law in natural language: A critical review and future directions

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:17.191385Z

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Observation 5aa65799-4731-4fe9-98c2-06a67a02fc26 · outbound

This paper cites Power laws, Pareto distributions, and Zipf’s law.Contemporary Physics, 46(5):323–351, 2005.

Mapping Scientific Literature with Large Language Models and Topic Modeling Power laws, Pareto distributions, and Zipf’s law.Contemporary Physics, 46(5):323–351, 2005

Reference 37

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Observation c432ea01-cd3f-4192-8ac2-0c7519689437 · outbound

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

Mapping Scientific Literature with Large Language Models and Topic Modeling BERTopic: Neural topic modeling with a class-based TF-IDF procedure

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:17.510264Z

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Observation e6c6b04c-d3c9-4e53-af8e-71ac78b724b4 · outbound

This paper cites Multiscale Visualization and Exploration of Large Bipartite Graphs.Computer Graphics Forum, 37(3):549–560, 2018.

Mapping Scientific Literature with Large Language Models and Topic Modeling Multiscale Visualization and Exploration of Large Bipartite Graphs.Computer Graphics Forum, 37(3):549–560, 2018

Reference 39

Resolution: verified exact; doi, observed 2026-08-04T09:23:31.220387Z

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Observation 6abff442-2164-4d43-a7d3-a4a2279fcff9 · outbound

This paper cites Brittle and ductile yielding in soft materials.Proceedings of the National Academy of Sciences, 121(22):e2401409121, 2024.

Mapping Scientific Literature with Large Language Models and Topic Modeling Brittle and ductile yielding in soft materials.Proceedings of the National Academy of Sciences, 121(22):e2401409121, 2024

Reference 41

Resolution: verified exact; doi, observed 2026-08-04T09:23:30.885978Z

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Observation 5854cec5-aa71-485a-bab8-14df4052cda1 · outbound

This paper cites A quantitative discriminant method of elbow point for the optimal number of clusters in clustering algorithm.EURASIP Journal on Wireless Communications and Networking, 31, 2021.

Mapping Scientific Literature with Large Language Models and Topic Modeling A quantitative discriminant method of elbow point for the optimal number of clusters in clustering algorithm.EURASIP Journal on Wireless Communications and Networking, 31, 2021

Reference 42

Resolution: verified exact; doi, observed 2026-08-04T09:23:30.725803Z

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Observation 91ebb648-8517-4897-96be-227edf3d2574 · outbound

This paper cites Approaches for finding Optimal Number of Clusters using K-Means and Agglomerative Hierarchical Clustering Techniques.

Mapping Scientific Literature with Large Language Models and Topic Modeling Approaches for finding Optimal Number of Clusters using K-Means and Agglomerative Hierarchical Clustering Techniques

Reference 43

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Observation ae28e04c-5b49-4d47-8e86-584a5632fe91 · outbound

This paper cites Improving spectral clustering with deep embed- ding, cluster estimation and metric learning.Knowledge and Information Systems, 63:675–694, 2021.

Mapping Scientific Literature with Large Language Models and Topic Modeling Improving spectral clustering with deep embed- ding, cluster estimation and metric learning.Knowledge and Information Systems, 63:675–694, 2021

Reference 44

Resolution: verified exact; doi, observed 2026-08-04T09:23:30.418619Z

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Observation 176c0b64-e3b0-4762-a171-74d4e75619a7 · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts.

Mapping Scientific Literature with Large Language Models and Topic Modeling Lost in the Middle: How Language Models Use Long Contexts

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:18.415256Z

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Observation e2f6b45e-99bd-46eb-84c7-9b213afa69ed · outbound

This paper cites Attention Is All You Need.

Mapping Scientific Literature with Large Language Models and Topic Modeling Attention Is All You Need

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:18.562205Z

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Observation 85b46373-7036-4c9e-8091-f552de98ec88 · outbound

This paper cites Defining T cell receptor repertoires using nanovial-based binding and functional screening.Proceedings of the National Academy of Sciences, 121(14):e2320442121, 2024.

Mapping Scientific Literature with Large Language Models and Topic Modeling Defining T cell receptor repertoires using nanovial-based binding and functional screening.Proceedings of the National Academy of Sciences, 121(14):e2320442121, 2024

Reference 47

Resolution: verified exact; doi, observed 2026-08-04T09:23:30.044551Z

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Observation 9a6ffce8-e4c0-4880-a3c3-09fc5e905093 · outbound

This paper cites Detecting hallucinations in large language models using semantic entropy.Nature, 630:625–630, 2024.

Mapping Scientific Literature with Large Language Models and Topic Modeling Detecting hallucinations in large language models using semantic entropy.Nature, 630:625–630, 2024

Reference 48

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Observation 2f6bd4b3-11fa-426c-8ff5-4a4f5a03cbc8 · outbound

This paper cites Highway Construction Safety Analy- sis Using Large Language Models.Applied Sciences, 14(4):1352, 2024.

Mapping Scientific Literature with Large Language Models and Topic Modeling Highway Construction Safety Analy- sis Using Large Language Models.Applied Sciences, 14(4):1352, 2024

Reference 49

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Observation 377ff3e3-c886-4540-91cf-adecfb411222 · outbound

This paper cites Text and Code Embeddings by Contrastive Pre-Training.

Mapping Scientific Literature with Large Language Models and Topic Modeling Text and Code Embeddings by Contrastive Pre-Training

Reference 50

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Observation c2251108-06ae-4edb-aba4-c41f3cb03b1c · outbound

This paper cites Language Models are Few-Shot Learners.

Mapping Scientific Literature with Large Language Models and Topic Modeling Language Models are Few-Shot Learners

Reference 51

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Observation 272906f2-a7ad-453b-ab2b-9d8f4ff7137d · outbound

This paper cites Language Models are Unsupervised Multitask Learners.

Mapping Scientific Literature with Large Language Models and Topic Modeling Language Models are Unsupervised Multitask Learners

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:19.277880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7b6eefa-c783-45b8-9b36-1d4f16c162bd · outbound

This paper cites Explaining How Transformers Use Context to Build Predictions.

Mapping Scientific Literature with Large Language Models and Topic Modeling Explaining How Transformers Use Context to Build Predictions

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:19.376918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34eb1227-49cf-46da-b13c-7da74cd9f9ac · outbound

This paper cites MTEB: Massive Text Embedding Benchmark.

Mapping Scientific Literature with Large Language Models and Topic Modeling MTEB: Massive Text Embedding Benchmark

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:19.474462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d82f6e9-f1cf-4352-a9d9-3a9f6f30d5de · outbound

This paper cites An Overview of Bag of Words;Importance, Implementation, Applications, and Challenges.

Mapping Scientific Literature with Large Language Models and Topic Modeling An Overview of Bag of Words;Importance, Implementation, Applications, and Challenges

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:19.645595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 308a2467-6b9d-4435-8c3f-0b405369c6a5 · outbound

This paper cites On the rise of fear speech in online social media.Proceedings of the National Academy of Sciences, 120(11):e2212270120, 2023.

Mapping Scientific Literature with Large Language Models and Topic Modeling On the rise of fear speech in online social media.Proceedings of the National Academy of Sciences, 120(11):e2212270120, 2023

Reference 56

Resolution: verified exact; doi, observed 2026-08-04T09:23:29.792159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 207cef34-bb37-4087-b980-408f4bba474f · outbound

This paper cites Visualizing association rules in hierarchical groups.Journal of Business Economics, 87:317–335, 2017.

Mapping Scientific Literature with Large Language Models and Topic Modeling Visualizing association rules in hierarchical groups.Journal of Business Economics, 87:317–335, 2017

Reference 57

Resolution: verified exact; doi, observed 2026-08-04T09:23:29.549438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 01ac0a46-e087-47ac-9490-3b67d49d4110 · outbound

This paper cites A Review on recent research in information retrieval.Procedia Computer Science, 201:777–782, 2022.

Mapping Scientific Literature with Large Language Models and Topic Modeling A Review on recent research in information retrieval.Procedia Computer Science, 201:777–782, 2022

Reference 58

Resolution: verified exact; doi, observed 2026-08-04T09:23:29.270607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1a620c80-e5da-472d-ba88-58454f0ca25f · outbound

This paper cites Automatic Taxonomy Extraction from Bipartite Graphs.

Mapping Scientific Literature with Large Language Models and Topic Modeling Automatic Taxonomy Extraction from Bipartite Graphs

Reference 59

Resolution: verified exact; doi, observed 2026-08-04T09:23:30.984751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5e2bd7e1-2ea4-4ee5-b327-2fcdc7f1b3fa · outbound

This paper cites Engineering.

Mapping Scientific Literature with Large Language Models and Topic Modeling Engineering

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:20.261059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c7f710a-0972-40f1-a32d-dfd4e005bb49 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:20.436485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92acff73-7a27-415b-84c9-f050334b9c36 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:20.505565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b9766a6-8672-40d6-9321-7c201e056685 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:20.578052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a96ba530-b505-461f-a8e3-c2fa323ce173 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:20.667198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17df458a-4f11-4b64-8104-c2a373639604 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:20.717067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aa5e129-a579-40bf-8986-7aaca7f244ac · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:20.790163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63ac02bb-fa84-4e66-8954-4a89aabc72ad · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:20.852860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8f9a63c-c54a-4859-99a6-48f348fde52c · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:20.939232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb5b035e-f265-4f7f-b9f1-760898c5b75e · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:21.027355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e23c48e-a47e-4e64-9937-9fb8fe6c4f6e · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:21.121625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8adf741b-811a-409a-9e0f-93e5d2a71648 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:21.205780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fc4fd75-12a1-412f-923c-419b81ec50d6 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:21.262934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07af8d25-6253-4ffc-944f-ac2942916e88 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:21.359887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff109211-e621-4b6a-9b8a-bd7a919dc8ad · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:21.481621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5833c06b-5a14-4a7f-a382-d3bd40320cc2 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:21.557506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f79a610d-78c0-43d1-bf77-77877104dbcc · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:21.650112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f8d5930-f15f-4c48-881e-e89a2c0bee46 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:21.739276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a86e74b1-f663-4dcd-9bb8-adc83d5d9778 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:21.860685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 546190f8-346b-4a7a-b37f-59c3e2096e95 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:21.946277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 658a6c2b-fac2-454d-abea-a50f624a43e3 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:22.025505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebc3932d-1bee-43ad-9da4-5c254c821107 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:22.149197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 563cf825-74ff-41d8-b572-6e30e7a884f1 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:22.227022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b91b788-ab33-4384-b6bb-36439e6e4ab3 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:22.311361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 926727e0-b8df-4f1c-ad9a-f37cb2e6511a · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:22.404525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70d21107-b6ed-4057-a307-8457a27e1364 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:22.510697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3de2269-3931-4a8a-b367-e4fc9f643327 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:22.617800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cad5f86a-39a2-4e77-8840-bef0449a3a06 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:22.696675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5de28c51-3ace-4fa9-b721-22ddea9811a8 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:22.773077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdb5042e-5a79-4770-9fe2-db958964fce5 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:22.856986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c6ab66d-1714-4f50-8305-0d05d9cca601 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:22.941693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d5521d7-ce92-43f8-97ba-579d34633f4e · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:23.007933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ccdda58-f131-471d-ad42-8112804c3896 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:23.114825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46d9689f-e36c-46dc-9f6d-0d6ea6a68540 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:23.262731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07e8734a-5d75-466e-95b4-0da2377e0ae2 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:23.430039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6aa1b01-92ad-4af3-b270-0a99a886200b · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:23.550282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dec4a75-a7f1-4576-978d-fbbbd77aced4 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:23.605125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26d49826-edbc-40d4-bcc7-109d9fda060f · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:23.689103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55e2d590-a8c6-4c43-bf26-6915e58a460c · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:23.742959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5935c737-d0fc-4b08-9df0-55d3f525401c · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:23.821055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 271a287d-3097-49f1-a3bf-da24d5be69a3 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 102

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:23.876461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc5bfddd-031c-4784-bf05-7cb9e37de9e7 · outbound

This paper cites an unresolved cited work.

Mapping Scientific Literature with Large Language Models and Topic Modeling Unresolved cited work

Reference 103

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:23.956778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers