Sergey Feldman

44 papers A* 4Misc 2Journal 27Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep Research, Shallow Evaluation: A Case Study in Meta-Evaluation for Long-Form QA Benchmarks.
CoRR
Jena D. Hwang, Varsha Kishore, Amanpreet Singh, Dany Haddad, Aakanksha Naik, Malachi Hamada, Jonathan Bragg, Mike D'Arcy, Daniel S. Weld, Lucy Lu Wang, Doug Downey, Sergey Feldman
2026 J jnl
Language Models Don't Know What You Want: Evaluating Personalization in Deep Research Needs Real Users.
CoRR
Nishant Balepur, Malachi Hamada, Varsha Kishore, Sergey Feldman, Amanpreet Singh, Pao Siangliulue, Joseph Chee Chang, Eunsol Choi, Jordan Lee Boyd-Graber, Aakanksha Naik
2026 J jnl
Understanding Usage and Engagement in AI-Powered Scientific Research Tools: The Asta Interaction Dataset.
CoRR
Dany Haddad, Dan Bareket, Joseph Chee Chang, Jay DeYoung, Jena D. Hwang, Uri Katz, Mark Polak, Sangho Suh, Harshit Surana, Aryeh Tiktinsky, Shriya Atmakuri, Jonathan Bragg, Mike D'Arcy, Sergey Feldman, Amal Hassan-Ali, Ruben Lozano-Aguilera, Bodhisattwa Prasad Majumder, Charles McGrady, Amanpreet Singh, Brooke Vlahos, Yoav Goldberg, Doug Downey
2025 — conf
Ai2 Scholar QA: Organized Literature Synthesis with Attribution.
ACL (3)
Amanpreet Singh, Joseph Chee Chang, Dany Haddad, Aakanksha Naik, Jena D. Hwang, Rodney Kinney, Daniel S. Weld, Doug Downey, Sergey Feldman
2025 J jnl
Ai2 Scholar QA: Organized Literature Synthesis with Attribution.
CoRR
Amanpreet Singh, Joseph Chee Chang, Chloe Anastasiades, Dany Haddad, Aakanksha Naik, Amber Tanaka, Angele Zamarron, Cecile Nguyen, Jena D. Hwang, Jason Dunkleberger, Matt Latzke, Smita Rao, Jaron Lochner, Rob Evans, Rodney Kinney, Daniel S. Weld, Doug Downey, Sergey Feldman
2025 J jnl
AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite.
CoRR
Jonathan Bragg, Mike D'Arcy, Nishant Balepur, Dan Bareket, Bhavana Dalvi, Sergey Feldman, Dany Haddad, Jena D. Hwang, Peter A. Jansen, Varsha Kishore, Bodhisattwa Prasad Majumder, Aakanksha Naik, Sigal Rahamimov, Kyle Richardson, Amanpreet Singh, Harshit Surana, Aryeh Tiktinsky, Rosni Vasu, Guy Wiener, Chloe Anastasiades, Stefan Candra, Jason Dunkelberger, Dan Emery, Rob Evans, Malachi Hamada, Regan Huff, Rodney Kinney, Matt Latzke, Jaron Lochner, Ruben Lozano-Aguilera, Cecile Nguyen, Smita Rao, Amber Tanaka, Brooke Vlahos, Peter Clark, Doug Downey, Yoav Goldberg, Ashish Sabharwal, Daniel S. Weld
2024 — conf
On-the-fly Definition Augmentation of LLMs for Biomedical NER.
NAACL-HLT
Monica Munnangi, Sergey Feldman, Byron C. Wallace, Silvio Amir, Tom Hope, Aakanksha Naik
2024 J jnl
On-the-fly Definition Augmentation of LLMs for Biomedical NER.
CoRR
Monica Munnangi, Sergey Feldman, Byron C. Wallace, Silvio Amir, Tom Hope, Aakanksha Naik
2024 J jnl
OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs.
CoRR
Akari Asai, Jacqueline He, Rulin Shao, Weijia Shi, Amanpreet Singh, Joseph Chee Chang, Kyle Lo, Luca Soldaini, Sergey Feldman, Mike D'Arcy, David Wadden, Matt Latzke, Minyang Tian, Pan Ji, Shengyan Liu, Hao Tong, Bohao Wu, Yanyu Xiong, Luke Zettlemoyer, Graham Neubig, Daniel S. Weld, Doug Downey, Wen-tau Yih, Pang Wei Koh, Hannaneh Hajishirzi
2024 — conf
TOPICAL: TOPIC Pages AutomagicaLly.
NAACL (Demonstrations)
John M. Giorgi, Amanpreet Singh, Doug Downey, Sergey Feldman, Lucy Lu Wang
2024 J jnl
TOPICAL: TOPIC Pages AutomagicaLly.
CoRR
John M. Giorgi, Amanpreet Singh, Doug Downey, Sergey Feldman, Lucy Lu Wang
2023 J jnl
RCT Rejection Sampling for Causal Estimation Evaluation.
CoRR
Katherine A. Keith, Sergey Feldman, David Jurgens, Jonathan Bragg, Rohit Bhattacharya
2023 J jnl
RCT Rejection Sampling for Causal Estimation Evaluation.
Trans. Mach. Learn. Res.
Katherine A. Keith, Sergey Feldman, David Jurgens, Jonathan Bragg, Rohit Bhattacharya
2023 A* conf
S2abEL: A Dataset for Entity Linking from Scientific Tables.
EMNLP
Yuze Lou, Bailey Kuehl, Erin Bransom, Sergey Feldman, Aakanksha Naik, Doug Downey
2023 J jnl
S2abEL: A Dataset for Entity Linking from Scientific Tables.
CoRR
Yuze Lou, Bailey Kuehl, Erin Bransom, Sergey Feldman, Aakanksha Naik, Doug Downey
2023 A* conf
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations.
EMNLP
Amanpreet Singh, Mike D'Arcy, Arman Cohan, Doug Downey, Sergey Feldman
2023 J jnl
The Semantic Scholar Open Data Platform.
CoRR
Rodney Kinney, Chloe Anastasiades, Russell Authur, Iz Beltagy, Jonathan Bragg, Alexandra Buraczynski, Isabel Cachola, Stefan Candra, Yoganand Chandrasekhar, Arman Cohan, Miles Crawford, Doug Downey, Jason Dunkelberger, Oren Etzioni, Rob Evans, Sergey Feldman, Joseph Gorney, David Graham, Fangzhou Hu, Regan Huff, Daniel King, Sebastian Kohlmeier, Bailey Kuehl, Michael Langan, Daniel Lin, Haokun Liu, Kyle Lo, Jaron Lochner, Kelsey MacMillan, Tyler Murray, Chris Newell, Smita Rao, Shaurya Rohatgi, Paul Sayre, Zejiang Shen, Amanpreet Singh, Luca Soldaini, Shivashankar Subramanian, Amber Tanaka, Alex D. Wade, Linda Wagner, Lucy Lu Wang, Chris Wilhelm, Caroline Wu, Jiangjiang Yang, Angele Zamarron, Madeleine van Zuylen, Daniel S. Weld
2022 J jnl
ABNIRML: Analyzing the Behavior of Neural IR Models.
Trans. Assoc. Comput. Linguistics
Sean MacAvaney, Sergey Feldman, Nazli Goharian, Doug Downey, Arman Cohan
2022 J jnl
Infrastructure for Rapid Open Knowledge Network Development.
AI Mag.
Michael J. Cafarella, Michael R. Anderson, Iz Beltagy, Arie Cattan, Sarah E. Chasins, Ido Dagan, Doug Downey, Oren Etzioni, Sergey Feldman, Tian Gao, Tom Hope, Kexin Huang, Sophie Johnson, Daniel King, Kyle Lo, Yuze Lou, Matthew D. Shapiro, Dinghao Shen, Shivashankar Subramanian, Lucy Lu Wang, Yuning Wang, Yitong Wang, Daniel S. Weld, Jenny M. Vo-Phamhi, Anna Zeng, Jiayun Zou
2022 — conf
Literature-Augmented Clinical Outcome Prediction.
NAACL-HLT (Findings)
Aakanksha Naik, Sravanthi Parasa, Sergey Feldman, Lucy Lu Wang, Tom Hope
2022 J jnl
S2AMP: A High-Coverage Dataset of Scholarly Mentorship Inferred from Publications.
CoRR
Shaurya Rohatgi, Douglas Downey, Daniel King, Sergey Feldman
2022 — conf
S2AMP: a high-coverage dataset of scholarly mentorship inferred from publications.
JCDL
Shaurya Rohatgi, Doug Downey, Daniel King, Sergey Feldman
2022 J jnl
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations.
CoRR
Amanpreet Singh, Mike D'Arcy, Arman Cohan, Doug Downey, Sergey Feldman
2021 J jnl
Literature-Augmented Clinical Outcome Prediction.
CoRR
Aakanksha Naik, Sravanthi Parasa, Sergey Feldman, Lucy Lu Wang, Tom Hope
2021 J jnl
Overview of the TREC 2020 Fair Ranking Track.
CoRR
Asia J. Biega, Fernando Diaz, Michael D. Ekstrand, Sergey Feldman, Sebastian Kohlmeier
2021 — conf
S2AND: A Benchmark and Evaluation System for Author Name Disambiguation.
JCDL
Shivashankar Subramanian, Daniel King, Doug Downey, Sergey Feldman
2021 J jnl
S2AND: A Benchmark and Evaluation System for Author Name Disambiguation.
CoRR
Shivashankar Subramanian, Daniel King, Doug Downey, Sergey Feldman
2021 A* conf
Simplified Data Wrangling with ir_datasets.
SIGIR
Sean MacAvaney, Andrew Yates, Sergey Feldman, Doug Downey, Arman Cohan, Nazli Goharian
2021 J jnl
Simplified Data Wrangling with ir_datasets.
CoRR
Sean MacAvaney, Andrew Yates, Sergey Feldman, Doug Downey, Arman Cohan, Nazli Goharian
2020 J jnl
ABNIRML: Analyzing the Behavior of Neural IR Models.
CoRR
Sean MacAvaney, Sergey Feldman, Nazli Goharian, Doug Downey, Arman Cohan
2020 A* conf
SPECTER: Document-level Representation Learning using Citation-informed Transformers.
ACL
Arman Cohan, Sergey Feldman, Iz Beltagy, Doug Downey, Daniel S. Weld
2020 J jnl
SPECTER: Document-level Representation Learning using Citation-informed Transformers.
CoRR
Arman Cohan, Sergey Feldman, Iz Beltagy, Doug Downey, Daniel S. Weld
2018 J jnl
Citation Count Analysis for Papers with Preprints.
CoRR
Sergey Feldman, Kyle Lo, Waleed Ammar
2018 — conf
Construction of the Literature Graph in Semantic Scholar.
NAACL-HLT (3)
Waleed Ammar, Dirk Groeneveld, Chandra Bhagavatula, Iz Beltagy, Miles Crawford, Doug Downey, Jason Dunkelberger, Ahmed Elgohary, Sergey Feldman, Vu Ha, Rodney Kinney, Sebastian Kohlmeier, Kyle Lo, Tyler Murray, Hsu-Han Ooi, Matthew E. Peters, Joanna Power, Sam Skjonsberg, Lucy Lu Wang, Chris Wilhelm, Zheng Yuan, Madeleine van Zuylen, Oren Etzioni
2018 J jnl
Construction of the Literature Graph in Semantic Scholar.
CoRR
Waleed Ammar, Dirk Groeneveld, Chandra Bhagavatula, Iz Beltagy, Miles Crawford, Doug Downey, Jason Dunkelberger, Ahmed Elgohary, Sergey Feldman, Vu Ha, Rodney Kinney, Sebastian Kohlmeier, Kyle Lo, Tyler Murray, Hsu-Han Ooi, Matthew E. Peters, Joanna Power, Sam Skjonsberg, Lucy Lu Wang, Chris Wilhelm, Zheng Yuan, Madeleine van Zuylen, Oren Etzioni
2018 — conf
Content-Based Citation Recommendation.
NAACL-HLT
Chandra Bhagavatula, Sergey Feldman, Russell Power, Waleed Ammar
2018 J jnl
Content-Based Citation Recommendation.
CoRR
Chandra Bhagavatula, Sergey Feldman, Russell Power, Waleed Ammar
2014 J jnl
Revisiting Stein's paradox: multi-task averaging.
J. Mach. Learn. Res.
Sergey Feldman, Maya R. Gupta, Bela A. Frigyik
2012 — conf
Multi-Task Averaging.
NIPS
Sergey Feldman, Maya R. Gupta, Bela A. Frigyik
2011 — conf
Multi-task Regularization of Generative Similarity Models.
SIMBAD
Luca Cazzanti, Sergey Feldman, Maya R. Gupta, Michael Gabbay
2010 J jnl
Completely Lazy Learning.
IEEE Trans. Knowl. Data Eng.
Eric K. Garcia, Sergey Feldman, Maya R. Gupta, Santosh Srivastava
2009 — conf
Classifying Factored Genres with Part-of-Speech Histograms.
HLT-NAACL (Short Papers)
Sergey Feldman, Marius A. Marin, Julie Medero, Mari Ostendorf
2009 Misc conf
Filtering web text to match target genres.
ICASSP
Marius A. Marin, Sergey Feldman, Mari Ostendorf, Maya R. Gupta
2009 Misc conf
Part-of-speech histograms for genre classification of text.
ICASSP
Sergey Feldman, Marius A. Marin, Mari Ostendorf, Maya R. Gupta