Downey, Doug

16 publications

ICLR 2026 AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite Jonathan Bragg, Mike D'Arcy, Nishant Balepur, Dan Bareket, Bhavana Dalvi Mishra, Sergey Feldman, Dany Haddad, Jena D. Hwang, Peter Jansen, Varsha Kishore, Bodhisattwa Prasad Majumder, Aakanksha Naik, Sigal Rahamimov, Kyle Richardson, Amanpreet Singh, Harshit Surana, Aryeh Tiktinsky, Rosni Vasu, Guy Wiener, Chloe Anastasiades, Stefanus Candra, Jason Dunkelberger, Daniel Emery, Rob Evans, Malachi Hamada, Regan Huff, Rodney Kinney, Matt Latzke, Jaron Lochner, Ruben Lozano-Aguilera, Ngoc-Uyen Nguyen, Smita Rao, Amber Tanaka, Brooke Vlahos, Peter Clark, Doug Downey, Yoav Goldberg, Ashish Sabharwal, Daniel S Weld

NeurIPS 2025 SciArena: An Open Evaluation Platform for Non-Verifiable Scientific Literature-Grounded Tasks Yilun Zhao, Kaiyan Zhang, Tiansheng Hu, Sihong Wu, Ronan Le Bras, Yixin Liu, Xiangru Tang, Joseph Chee Chang, Jesse Dodge, Jonathan Bragg, Chen Zhao, Hannaneh Hajishirzi, Doug Downey, Arman Cohan

NeurIPSW 2024 SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature David Wadden, Kejian Shi, Jacob Morrison, Aakanksha Naik, Shruti Singh, Nitzan Barzilay, Kyle Lo, Tom Hope, Luca Soldaini, Zejiang Shen, Doug Downey, Hannaneh Hajishirzi, Arman Cohan

NeurIPS 2022 Multi-LexSum: Real-World Summaries of Civil Rights Lawsuits at Multiple Granularities Zejiang Shen, Kyle Lo, Lauren Yu, Nathan Dahlberg, Margo Schlanger, Doug Downey

ICLR 2020 Abductive Commonsense Reasoning Chandra Bhagavatula, Ronan Le Bras, Chaitanya Malaviya, Keisuke Sakaguchi, Ari Holtzman, Hannah Rashkin, Doug Downey, Scott Wen-tau Yih, Yejin Choi

AAAI 2020 Just Add Functions: A Neural-Symbolic Language Model David Demeter, Doug Downey

AISTATS 2019 A New Evaluation Framework for Topic Modeling Algorithms Based on Synthetic Corpora Hanyu Shi, Martin Gerlach, Isabel Diersen, Doug Downey, Luis Amaral

AAAI 2018 Controlling Global Statistics in Recurrent Neural Network Text Generation Thanapon Noraset, David Demeter, Doug Downey

AAAI 2018 OTyper: A Neural Architecture for Open Named Entity Typing Zheng Yuan, Doug Downey

AAAI 2017 Definition Modeling: Learning to Define Word Embeddings in Natural Language Thanapon Noraset, Chen Liang, Larry Birnbaum, Doug Downey

AAAI 2017 PAG2ADMG: A Novel Methodology to Enumerate Causal Graph Structures Nishant Subramani, Doug Downey

NeurIPS 2008 Look Ma, No Hands: Analyzing the Monotonic Feature Abstraction for Text Classification Doug Downey, Oren Etzioni

IJCAI 2007 Locating Complex Named Entities in Web Text Doug Downey, Matthew Broadhead, Oren Etzioni

IJCAI 2007 Models of Searching and Browsing: Languages, Studies, and Application Doug Downey, Susan T. Dumais, Eric Horvitz

IJCAI 2005 A Probabilistic Model of Redundancy in Information Extraction Doug Downey, Oren Etzioni, Stephen Soderland

AAAI 2004 Methods for Domain-Independent Information Extraction from the Web: An Experimental Comparison Oren Etzioni, Michael J. Cafarella, Doug Downey, Ana-Maria Popescu, Tal Shaked, Stephen Soderland, Daniel S. Weld, Alexander Yates