🧑‍🔬 Doug Downey — all works

29 works · ← Doug Downey

1. Don't Stop Pretraining: Adapt Language Models to Domains and Tasks ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetSuchin Gururangan et al.2020 · 3,079 citations
2. Web-scale information extraction in knowitall ↗International World Wide Web Conference (WWW) · no summary yetOren Etzioni et al.2004 · 804 citations
3. SPECTER: Document-level Representation Learning using Citation-informed TransformersAnnual Meeting of the Association for Computational Linguistics (ACL)Arman Cohan, Sergey Feldman, Iz Beltagy, et al.2020 · 697 citations
4. Construction of the Literature Graph in Semantic ScholarConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Waleed Ammar, Dirk Groeneveld, Chandra Bhagavatula, et al.2018 · 400 citations
5. Abductive Commonsense ReasoningChandra Bhagavatula, Ronan Le Bras, Chaitanya Malaviya, et al.English · 309 citations
6. A Probabilistic Model of Redundancy in Information Extraction ↗no summary yetDoug Downey, Oren Etzioni, Stephen G. Soderland2006 · 203 citations
7. Generative Data Augmentation for Commonsense ReasoningFindings of the Association for Computational LinguisticsYiben Yang, Chaitanya Malaviya, Jared Fernandez, et al.2020 · 198 citations
8. Locating complex named entities in web text ↗no summary yetDoug Downey, Matthew Broadhead, Oren Etzioni2007 · 188 citations
9. Few-Shot Self-Rationalization with Natural Language PromptsFindings of the Association for Computational LinguisticsAna Marasovic, Iz Beltagy, Doug Downey, et al.2022 · 134 citations
10. SciMON: Scientific Inspiration Machines Optimized for Novelty ↗arXiv:2305.14259 · no summary yetQingyun Wang et al.2023 · 131 citations
11. SciRepEval: A Multi-Format Benchmark for Scientific Document Representations ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetAmanpreet Singh et al.2023 · 128 citations
12. The Semantic Scholar Open Data Platform ↗arXiv (Cornell University) · no summary yetRodney Kinney et al.2023 · 126 citations
13. Methods for domain-independent information extraction from the web: an experimental comparison ↗no summary yetOren Etzioni et al.2004 · 122 citations
14. CODAH: An Adversarially-Authored Question Answering Dataset for Common SenseWorkshop on Evaluating Vector Space Representations for NLPMichael Chen, Mike D'Arcy, Alisa Liu, et al.2019 · 90 citations
15. MARG: Multi-Agent Review Generation for Scientific Papers ↗arXiv:2401.04259 · no summary yetMike D'Arcy et al.2024 · 76 citations
16. OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs ↗arXiv:2411.14199 · no summary yetAkari Asai et al.2024 · 62 citations
17. Efficient Methods for Incorporating Knowledge into Topic Models ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetYi Yang, Doug Downey, Jordan Boyd-Graber2015 · 60 citations
18. Sparse Information Extraction: Unsupervised Language Models to the Rescue ↗Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics · no summary yetDoug Downey, Stefan Schoenmackers, Oren Etzioni2007 · 54 citations
19. Learning text patterns for web information extraction and assessment ↗no summary yetDoug Downey et al.2004 · 49 citations
20. Synthesizing scientific literature with retrieval-augmented language models ↗Nature · no summary yetAkari Asai et al.2026 · 42 citations
21. A Computational Inflection for Scientific Discovery ↗Communications of the ACM · no summary yetTom Hope et al.2023 · 40 citations
22. ARIES: A Corpus of Scientific Paper Edits Made in Response to Peer ReviewsAnnual Meeting of the Association for Computational Linguistics (ACL)Mike D'Arcy, Alexis Ross, Erin Bransom, et al.2024 · 32 citations
23. Penguins Don't Fly: Reasoning about Generics through Instantiations and Exceptions ↗Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics · no summary yetEmily Allaway et al.2023 · 31 citations
24. Extracting Commonsense Properties from Embeddings with Limited Human Guidance ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetYiben Yang et al.2018 · 31 citations
25. SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific LiteratureConference on Empirical Methods in Natural Language Processing (EMNLP)David Wadden, Kejian Shi, Jacob Morrison, et al.2025 · 27 citations
26. Look Ma, No Hands: Analyzing the Monotonic Feature Abstraction for Text Classification ↗no summary yetDoug Downey, Oren Etzioni2008 · 15 citations
27. Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents ↗Findings of the Association for Computational Linguistics: ACL 2023 · no summary yetCatherine Chen et al.2023 · 7 citations
28. DRACULA: Hunting for the Actions Users Want Deep Research Agents to Execute ↗arXiv (Cornell University) · no summary yetNishant Balepur et al.2026 · 1 citation
29. ExperienceIndex: Artifact-Grounded Memory ↗arXiv (Cornell University) · no summary yetPeter Baile Chen et al.2026

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