Sergey Feldman
- The Semantic Scholar Open Data Platform
2023/01/24 by Rodney Kinney, Kinney, Rodney, Chloe Anastasiades +99 · 2 voices · 36 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Topic Modeling #cs.CL #cs.DL
- SciRepEval: A Multi-Format Benchmark for Scientific Document Representations
2022/11/23 by Amanpreet Singh, Singh, Amanpreet, Mike D’Arcy +7 · 38 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
- Construction of the Literature Graph in Semantic Scholar
2018/05/06 by Waleed Ammar, Dirk Groeneveld, Ammar, Waleed +44 · 19 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Semantic Web and Ontologies #Topic Modeling #cs.CL
- OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs
2024/11/21 by Akari Asai, Asai, Akari, Jacqueline He +50 · 2 voices · 25 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
- Content-Based Citation Recommendation
2018/02/22 by Chandra Bhagavatula, Sergey Feldman, Bhagavatula, Chandra +5 · 8 citations
Computer Science · #Advanced Graph Neural Networks #Advanced Text Analysis Techniques #Topic Modeling #cs.CL #cs.DL #cs.IR
- Literature-Augmented Clinical Outcome Prediction
2021/11/16 by Aakanksha Naik, Sravanthi Parasa, Naik, Aakanksha +7 · 5 citations
Computer Science · #Topic Modeling #Machine Learning in Healthcare #Natural Language Processing Techniques
- AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite
2025/10/24 by Jonathan Bragg, Mike D'Arcy, Bragg, Jonathan +75 · 2 voices · 4 citations
Computer Science · #cs.AI #cs.CL
- Ai2 Scholar QA: Organized Literature Synthesis with Attribution
2025/04/15 by Amanpreet Singh, Singh, Amanpreet, Joseph Chee Chang +32 · 10 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Expert finding and Q&A systems #Biomedical Text Mining and Ontologies
- Overview of the TREC 2020 Fair Ranking Track
2021/08/11 by Asia J. Biega, Fernando Díaz, Biega, Asia J. +7 · 1 citation
Computer Science · Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Privacy, Security, and Data Protection
- On-the-fly Definition Augmentation of LLMs for Biomedical NER
2024/03/29 by Monica Munnangi, Sergey Feldman, Munnangi, Monica +9 · 1 citation
Engineering · #Advanced Sensor Technologies Research #Computation and Language (cs.CL) #FOS: Computer and information sciences #Magnetic Field Sensors Techniques #Non-Destructive Testing Techniques
- Synthesizing scientific literature with retrieval-augmented language models
2026/02/04 by Akari Asai, Jacqueline He, Rulin Shao +25 · 1 voice · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Biomedical Text Mining and Ontologies #Topic Modeling