Doug Downey
- SciRepEval: A Multi-Format Benchmark for Scientific Document Representations
2022/11/23 by Amanpreet Singh, Mike D’Arcy, Singh, Amanpreet +7 · 23 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
- SciMON: Scientific Inspiration Machines Optimized for Novelty
2023/05/23 by Qingyun Wang, Doug Downey, Wang, Qingyun +5 · 25 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- 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
- MARG: Multi-Agent Review Generation for Scientific Papers
2024/01/08 by Mike D'Arcy, D'Arcy, Mike, Tom Hope +5 · 1 voice · 15 citations
#cs.CL
- 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
- Multi-LexSum: Real-World Summaries of Civil Rights Lawsuits at Multiple Granularities
2022/06/22 by Zejiang Shen, Kyle Lo, Shen, Zejiang +9 · 5 citations
Social Sciences · Computer Science · #Artificial Intelligence in Law #Topic Modeling #Natural Language Processing Techniques
- 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
- 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
- Few-Shot Self-Rationalization with Natural Language Prompts
2021/11/16 by Ana Marasović, Iz Beltagy, Marasović, Ana +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- A Computational Inflection for Scientific Discovery
2022/05/04 by Tom Hope, Doug Downey, Hope, Tom +7 · 2 citations
Decision Sciences · #Scientific Computing and Data Management
- AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite
2025/10/24 by Jonathan Bragg, Bragg, Jonathan, Mike D'Arcy +75 · 2 voices · 3 citations
#cs.AI #cs.CL
- LIMEADE: From AI Explanations to Advice Taking
2020/03/09 by Benjamin Charles Germain Lee, Lee, Benjamin Charles Germain, Doug Downey +5 · 1 citation
Computer Science · Materials Science · Medicine · #Explainable Artificial Intelligence (XAI) #Machine Learning in Materials Science #Artificial Intelligence in Healthcare and Education
- Ai2 Scholar QA: Organized Literature Synthesis with Attribution
2025/04/15 by Amanpreet Singh, Joseph Chee Chang, Singh, Amanpreet +32 · 5 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Expert finding and Q&A systems #Biomedical Text Mining and Ontologies
- The Semantic Reader Project: Augmenting Scholarly Documents through AI-Powered Interactive Reading Interfaces
2023/03/25 by Kyle Lo, Lo, Kyle, Joseph Chee Chang +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
- CARE: Extracting Experimental Findings From Clinical Literature
2023/11/16 by Aakanksha Naik, Bailey Kuehl, Naik, Aakanksha +7 · 1 citation
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
- SciArena: An Open Evaluation Platform for Non-Verifiable Scientific Literature-Grounded Tasks
2025/07/01 by Yilun Zhao, Zhao, Yilun, Kaiyan Zhang +35 · 1 voice · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Expert finding and Q&A systems #Topic Modeling #cs.AI #cs.CL