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Kyle Lo

  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 · 87 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques
  3. FABLES: Evaluating faithfulness and content selection in book-length summarization
    2024/04/01 by Yekyung Kim, Yapei Chang, Marzena Karpinska +5 · 5 voices · 12 citations
    #cs.CL #cs.AI
  4. DataComp-LM: In search of the next generation of training sets for language models
    2024/06/17 by Jeffrey Li, Li, Jeffrey, Alex Chengyu Fang +121 · 2 voices · 80 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
  5. 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 · 151 citations
    Computer Science · #Semantic Web and Ontologies #Speech and dialogue systems
  6. A Dataset of Information-Seeking Questions and Answers Anchored in\n Research Papers
    2021/05/06 by Pradeep Dasigi, Dasigi, Pradeep, Kyle Lo +9 · 60 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  7. Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research
    2024/01/31 by Luca Soldaini, Soldaini, Luca, Rodney Kinney +69 · 80 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  8. 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
  9. OLMoE: Open Mixture-of-Experts Language Models
    2024/09/03 by Niklas Muennighoff, Luca Soldaini, Muennighoff, Niklas +45 · 1 voice · 61 citations
    Computer Science · #Expert finding and Q&A systems #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
  10. BooookScore: A systematic exploration of book-length summarization in the era of LLMs
    2023/10/01 by Yapei Chang, Kyle Lo, Chang, Yapei +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
  11. Construction of the Literature Graph in Semantic Scholar
    2018/05/06 by Waleed Ammar, Dirk Groeneveld, Ammar, Waleed +43 · 13 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Semantic Web and Ontologies #Biomedical Text Mining and Ontologies
  12. LLMs as Research Tools: A Large Scale Survey of Researchers' Usage and Perceptions
    2024/10/30 by Zhehui Liao, Liao, Zhehui, Maria Antoniak +14 · 5 voices · 12 citations
    Computer Science · Social Sciences · #Law, AI, and Intellectual Property #Artificial Intelligence in Law
  13. MultiVerS: Improving scientific claim verification with weak supervision and full-document context
    2021/12/02 by David Wadden, Kyle Lo, Wadden, David +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
  14. 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
  15. One Thousand and One Pairs: A "novel" challenge for long-context language models
    2024/06/24 by Marzena Karpinska, Karpinska, Marzena, Katherine Thai +7 · 19 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  16. SciFact-Open: Towards open-domain scientific claim verification
    2022/10/25 by David Wadden, Kyle Lo, Wadden, David +11 · 11 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Advanced Text Analysis Techniques
  17. Searching for Scientific Evidence in a Pandemic: An Overview of\n TREC-COVID
    2021/04/19 by Kirk Roberts, Tasmeer Alam, Roberts, Kirk +15 · 9 citations
    Computer Science · Social Sciences · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Misinformation and Its Impacts #Biomedical Text Mining and Ontologies
  18. FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions
    2024/03/22 by Orion Weller, Benjamin Chang, Weller, Orion +13 · 15 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
  19. 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
  20. 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
  21. Generating Scientific Claims for Zero-Shot Scientific Fact Checking
    2022/03/24 by Dustin Wright, Wright, Dustin, David Wadden +11 · 7 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
  22. Augmenting Scientific Papers with Just-in-Time, Position-Sensitive\n Definitions of Terms and Symbols
    2020/09/29 by Andrew Head, Kyle Lo, Head, Andrew +11 · 5 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
  23. 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 · 5 citations
    Computer Science · #Topic Modeling #AI in Service Interactions #Text Readability and Simplification
  24. 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
  25. Contextualized Evaluations: Judging Language Model Responses to Underspecified Queries
    2024/11/11 by Chaitanya Malaviya, Joseph Chee Chang, Malaviya, Chaitanya +9 · 2 voices · 7 citations
    Decision Sciences · #Evaluation and Performance Assessment #cs.CL
  26. Decomposing Complex Queries for Tip-of-the-tongue Retrieval
    2023/05/24 by Kevin Lin, Kyle Lo, Lin, Kevin +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
  27. 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
  28. SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature
    2024/06/10 by David Wadden, Kejian Shi, Wadden, David +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
  29. Know Your Audience: The benefits and pitfalls of generating plain language summaries beyond the "general" audience
    2024/03/08 by Tal August, Kyle Lo, August, Tal +5 · 5 citations
    Computer Science · #Natural Language Processing Techniques
  30. Overview and Insights from the SciVer Shared Task on Scientific Claim Verification
    2021/07/17 by David Wadden, Kyle Lo, Wadden, David +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
  31. DrawEduMath: Evaluating Vision Language Models with Expert-Annotated Students' Hand-Drawn Math Images
    2025/01/24 by Sami Baral, Baral, Sami, Li Lucy +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
  32. 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
  33. Scim: Intelligent Skimming Support for Scientific Papers
    2022/05/09 by Raymond Fok, Hita Kambhamettu, Luca Soldaini +5 · 1 voice · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Information Retrieval and Search Behavior #Web Data Mining and Analysis #cs.HC
  34. 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
  35. Fluid Language Model Benchmarking
    2025/09/14 by Valentin Hofmann, David Heineman, Hofmann, Valentin +17 · 3 voices · 7 citations
    #cs.CL #cs.AI #cs.LG
  36. 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
  37. 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
  38. ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models
    2024/10/25 by Benjamin Newman, Yoonjoo Lee, Newman, Benjamin +15 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Semantic Web and Ontologies #Advanced Text Analysis Techniques
  39. 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
  40. The Rise of Open Science: Tracking the Evolution and Perceived Value of Data and Methods Link-Sharing Practices
    2023/10/04 by Hancheng Cao, Jesse Dodge, Cao, Hancheng +7 · 1 citation
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Research Data Management Practices #scientometrics and bibliometrics research
  41. olmOCR 2: Unit Test Rewards for Document OCR
    2025/10/22 by Jake Poznanski, Luca Soldaini, Poznanski, Jake +3 · 3 citations
    Computer Science · #Handwritten Text Recognition Techniques #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
  42. Pretraining Data Can Be Poisoned through Computational Propaganda
    2026/07/16 by Victoria Graf, Hannaneh Hajishirzi, Noah A. Smith +2
    #cs.AI #cs.CL