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Lo, Kyle

  1. TLDR: Extreme Summarization of Scientific Documents
    2020/04/30 by Isabel Cachola, Cachola, Isabel, Kyle Lo +5 · 3 voices · 15 citations
    #cs.CL
  2. 2 OLMo 2 Furious
    2024/12/31 by Team OLMo, Pete Walsh, P N Walsh +85 · 9 voices · 85 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques
  3. DataComp-LM: In search of the next generation of training sets for language models
    2024/06/17 by Jeffrey Li, Alex Chengyu Fang, Li, Jeffrey +121 · 2 voices · 78 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
  4. Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models
    2024/09/25 by Matt Deitke, Deitke, Matt, Christopher Clark +100 · 4 voices · 150 citations
    Computer Science · #Semantic Web and Ontologies #Speech and dialogue systems
  5. Don't Stop Pretraining: Adapt Language Models to Domains and Tasks
    2020/04/23 by Gururangan, Suchin, Marasović, Ana, Swayamdipta, Swabha +4 · 102 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
    2022/11/09 by Workshop, BigScience, :, Scao, Teven Le +391 · 103 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  7. Fact or Fiction: Verifying Scientific Claims
    2020/04/30 by Wadden, David, Lin, Shanchuan, Lo, Kyle +4 · 71 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  8. A Dataset of Information-Seeking Questions and Answers Anchored in\n Research Papers
    2021/05/06 by Pradeep Dasigi, Dasigi, Pradeep, Kyle Lo +9 · 59 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  9. Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research
    2024/01/31 by Luca Soldaini, Soldaini, Luca, Rodney Kinney +69 · 78 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  10. OLMo: Accelerating the Science of Language Models
    2024/02/01 by Dirk Groeneveld, Iz Beltagy, Groeneveld, Dirk +83 · 76 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  11. OLMoE: Open Mixture-of-Experts Language Models
    2024/09/03 by Niklas Muennighoff, Luca Soldaini, Muennighoff, Niklas +45 · 1 voice · 60 citations
    Computer Science · #Expert finding and Q&A systems #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
  12. The Semantic Scholar Open Data Platform
    2023/01/24 by Kinney, Rodney, Anastasiades, Chloe, Authur, Russell +45 · 25 citations
    #Computation and Language (cs.CL) #Digital Libraries (cs.DL) #FOS: Computer and information sciences
  13. BooookScore: A systematic exploration of book-length summarization in the era of LLMs
    2023/10/01 by Yapei Chang, Chang, Yapei, Kyle Lo +5 · 26 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  14. Construction of the Literature Graph in Semantic Scholar
    2018/05/06 by Waleed Ammar, Ammar, Waleed, Dirk Groeneveld +43 · 13 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Semantic Web and Ontologies #Biomedical Text Mining and Ontologies
  15. LLMs as Research Tools: A Large Scale Survey of Researchers' Usage and Perceptions
    2024/10/30 by Zhehui Liao, Maria Antoniak, Liao, Zhehui +14 · 5 voices · 12 citations
    Computer Science · Social Sciences · #Law, AI, and Intellectual Property #Artificial Intelligence in Law
  16. MultiVerS: Improving scientific claim verification with weak supervision and full-document context
    2021/12/02 by David Wadden, Wadden, David, Kyle Lo +9 · 12 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  17. The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
    2023/03/07 by Hugo Laurençon, Lucile Saulnier, Laurençon, Hugo +104 · 14 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
  18. One Thousand and One Pairs: A "novel" challenge for long-context language models
    2024/06/24 by Marzena Karpinska, Katherine Thai, Karpinska, Marzena +7 · 19 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  19. SciFact-Open: Towards open-domain scientific claim verification
    2022/10/25 by David Wadden, Wadden, David, Kyle Lo +11 · 11 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Advanced Text Analysis Techniques
  20. Searching for Scientific Evidence in a Pandemic: An Overview of\n TREC-COVID
    2021/04/19 by Kirk Roberts, Roberts, Kirk, Tasmeer Alam +15 · 9 citations
    Computer Science · Social Sciences · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Misinformation and Its Impacts #Biomedical Text Mining and Ontologies
  21. FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions
    2024/03/22 by Orion Weller, Benjamin Chang, Weller, Orion +13 · 14 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
  22. CORD-19: The COVID-19 Open Research Dataset
    2020/04/22 by Wang, Lucy Lu, Lo, Kyle, Chandrasekhar, Yoganand +25 · 7 citations
    #Computation and Language (cs.CL) #Digital Libraries (cs.DL) #FOS: Computer and information sciences
  23. Organize the Web: Constructing Domains Enhances Pre-Training Data Curation
    2025/02/14 by Alexander Wettig, Kyle Lo, Wettig, Alexander +9 · 22 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Research Data Management Practices #Scientific Computing and Data Management
  24. olmOCR: Unlocking Trillions of Tokens in PDFs with Vision Language Models
    2025/02/25 by Poznanski, Jake, Rangapur, Aman, Borchardt, Jon +6 · 23 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  25. Paloma: A Benchmark for Evaluating Language Model Fit
    2023/12/16 by Magnusson, Ian, Bhagia, Akshita, Hofmann, Valentin +13 · 11 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs
    2024/11/21 by Akari Asai, Asai, Akari, Jacqueline He +50 · 2 voices · 13 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques #Semantic Web and Ontologies #cs.AI #cs.CL #cs.DL #cs.IR #cs.LG
  27. LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization
    2023/01/30 by Krishna, Kalpesh, Bransom, Erin, Kuehl, Bailey +4 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  28. When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets
    2023/09/15 by Weller, Orion, Lo, Kyle, Wadden, David +4 · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  29. Generating Scientific Claims for Zero-Shot Scientific Fact Checking
    2022/03/24 by Dustin Wright, David Wadden, Wright, Dustin +11 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  30. Multi-LexSum: Real-World Summaries of Civil Rights Lawsuits at Multiple Granularities
    2022/06/22 by Zejiang Shen, Shen, Zejiang, Kyle Lo +9 · 5 citations
    Social Sciences · Computer Science · #Artificial Intelligence in Law #Topic Modeling #Natural Language Processing Techniques
  31. Paper Plain: Making Medical Research Papers Approachable to Healthcare Consumers with Natural Language Processing
    2022/02/28 by Tal August, August, Tal, Lucy Lu Wang +9 · 4 citations
    Computer Science · #Topic Modeling #AI in Service Interactions #Text Readability and Simplification
  32. Decomposing Complex Queries for Tip-of-the-tongue Retrieval
    2023/05/24 by Kevin Lin, Lin, Kevin, Kyle Lo +5 · 2 voices · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #cs.CL #cs.IR
  33. Contextualized Evaluations: Judging Language Model Responses to Underspecified Queries
    2024/11/11 by Chaitanya Malaviya, Malaviya, Chaitanya, Joseph Chee Chang +9 · 2 voices · 6 citations
    Decision Sciences · #Evaluation and Performance Assessment #cs.CL
  34. VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups
    2021/06/01 by Zejiang Shen, Kyle Lo, Shen, Zejiang +9 · 3 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Advanced Text Analysis Techniques
  35. MultiCite: Modeling realistic citations requires moving beyond the single-sentence single-label setting
    2021/07/01 by Lauscher, Anne, Ko, Brandon, Kuehl, Bailey +4 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  36. Augmenting Scientific Papers with Just-in-Time, Position-Sensitive\n Definitions of Terms and Symbols
    2020/09/29 by Andrew Head, Head, Andrew, Kyle Lo +11 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #H.5.2 #Human-Computer Interaction (cs.HC) #Speech and dialogue systems #Usability and User Interface Design
  37. SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature
    2024/06/10 by David Wadden, Wadden, David, Kejian Shi +24 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  38. Know Your Audience: The benefits and pitfalls of generating plain language summaries beyond the "general" audience
    2024/03/08 by Tal August, August, Tal, Kyle Lo +5 · 5 citations
    Computer Science · #Natural Language Processing Techniques
  39. InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification
    2024/01/29 by Trienes, Jan, Joseph, Sebastian, Schlötterer, Jörg +5 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  40. Explaining Relationships Between Scientific Documents
    2020/02/02 by Luu, Kelvin, Wu, Xinyi, Koncel-Kedziorski, Rik +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  41. Overview and Insights from the SciVer Shared Task on Scientific Claim Verification
    2021/07/17 by David Wadden, Wadden, David, Kyle Lo +1 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Ethics in Clinical Research #FOS: Computer and information sciences #Topic Modeling
  42. RouterRetriever: Routing over a Mixture of Expert Embedding Models
    2024/09/04 by Lee, Hyunji, Soldaini, Luca, Cohan, Arman +2 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  43. Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval
    2022/12/20 by Giorgi, John, Soldaini, Luca, Wang, Bo +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  44. DrawEduMath: Evaluating Vision Language Models with Expert-Annotated Students' Hand-Drawn Math Images
    2025/01/24 by Sami Baral, Li Lucy, Baral, Sami +11 · 4 citations
    Engineering · Psychology · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Second Language Acquisition and Learning #Spatial Cognition and Navigation #Visual and Cognitive Learning Processes
  45. Ontology Alignment in the Biomedical Domain Using Entity Definitions and Context
    2018/06/20 by Wang, Lucy Lu, Bhagavatula, Chandra, Neumann, Mark +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  46. LIMEADE: From AI Explanations to Advice Taking
    2020/03/09 by Benjamin Charles Germain Lee, Doug Downey, Lee, Benjamin Charles Germain +5 · 1 citation
    Computer Science · Materials Science · Medicine · #Explainable Artificial Intelligence (XAI) #Machine Learning in Materials Science #Artificial Intelligence in Healthcare and Education
  47. TREC-COVID: Constructing a Pandemic Information Retrieval Test Collection
    2020/05/09 by Voorhees, Ellen, Alam, Tasmeer, Bedrick, Steven +6 · 1 citation
    #FOS: Computer and information sciences #H.3.0 #Information Retrieval (cs.IR)
  48. KIWI: A Dataset of Knowledge-Intensive Writing Instructions for Answering Research Questions
    2024/03/06 by Fangyuan Xu, Xu, Fangyuan, Kyle Lo +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  49. Fluid Language Model Benchmarking
    2025/09/14 by Valentin Hofmann, Hofmann, Valentin, David Heineman +17 · 3 voices · 7 citations
    #cs.CL #cs.AI #cs.LG
  50. FlexOlmo: Open Language Models for Flexible Data Use
    2025/07/09 by Shi, Weijia, Bhagia, Akshita, Farhat, Kevin +20 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  51. FLEX: Unifying Evaluation for Few-Shot NLP
    2021/07/15 by Jonathan Bragg, Arman Cohan, Bragg, Jonathan +5 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  52. The Semantic Reader Project: Augmenting Scholarly Documents through AI-Powered Interactive Reading Interfaces
    2023/03/25 by Kyle Lo, Joseph Chee Chang, Lo, Kyle +111 · 1 voice
    Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Recommender Systems and Techniques #cs.AI #cs.CL #cs.HC
  53. ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models
    2024/10/25 by Benjamin Newman, Newman, Benjamin, Yoonjoo Lee +15 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Semantic Web and Ontologies #Advanced Text Analysis Techniques
  54. Signal and Noise: A Framework for Reducing Uncertainty in Language Model Evaluation
    2025/08/18 by David Heineman, Heineman, David, Valentin Hofmann +13 · 6 citations
    Computer Science · #Natural Language Processing Techniques
  55. Beyond Summarization: Designing AI Support for Real-World Expository Writing Tasks
    2023/04/05 by Shen, Zejiang, August, Tal, Siangliulue, Pao +6 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  56. A Question Answering Framework for Decontextualizing User-facing Snippets from Scientific Documents
    2023/05/24 by Newman, Benjamin, Soldaini, Luca, Fok, Raymond +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  57. The Rise of Open Science: Tracking the Evolution and Perceived Value of Data and Methods Link-Sharing Practices
    2023/10/04 by Hancheng Cao, Cao, Hancheng, Jesse Dodge +7 · 1 citation
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Research Data Management Practices #scientometrics and bibliometrics research
  58. The Responsible Foundation Model Development Cheatsheet: A Review of Tools & Resources
    2024/06/24 by Longpre, Shayne, Biderman, Stella, Albalak, Alon +20 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  59. olmOCR 2: Unit Test Rewards for Document OCR
    2025/10/22 by Jake Poznanski, Poznanski, Jake, Luca Soldaini +3 · 3 citations
    Computer Science · #Handwritten Text Recognition Techniques #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques