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Doug Downey

Identifiers

  • name variant Doug Downey 0.60 · backfill

Papers (54)

  1. DRACULA: Hunting for the Actions Users Want Deep Research Agents to Execute cs.CL · 2026 · author #11
  2. Omakase: proactive assistance with actionable suggestions for evolving scientific research projects cs.HC · 2026 · author #3
  3. PreScience: A Dataset and Benchmark for Scientific Forecasting cs.AI · 2026 · author #10
  4. Generating Literature-Driven Scientific Theories at Scale cs.CL · 2026 · author #3
  5. AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite cs.AI · 2025 · author #36
  6. Demystifying Scientific Problem-Solving in LLMs by Probing Knowledge and Reasoning cs.CL · 2025 · author #4
  7. Ai2 Scholar QA: Organized Literature Synthesis with Attribution cs.CL · 2025 · author #17
  8. OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs cs.CL · 2024 · author #22
  9. TOPICAL: TOPIC Pages AutomagicaLly cs.CL · 2024 · author #3
  10. MARG: Multi-Agent Review Generation for Scientific Papers cs.CL · 2024 · author #4
  11. CHAMP: Efficient Annotation and Consolidation of Cluster Hierarchies cs.CL · 2023 · author #3
  12. CARE: Extracting Experimental Findings From Clinical Literature cs.CL · 2023 · author #4
  13. ARIES: A Corpus of Scientific Paper Edits Made in Response to Peer Reviews cs.CL · 2023 · author #7
  14. Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents cs.CL · 2023 · author #5
  15. SciMON: Scientific Inspiration Machines Optimized for Novelty cs.CL · 2023 · author #2
  16. S2abEL: A Dataset for Entity Linking from Scientific Tables cs.CL · 2023 · author #6
  17. Beyond Summarization: Designing AI Support for Real-World Expository Writing Tasks cs.CL · 2023 · author #7
  18. The Semantic Reader Project: Augmenting Scholarly Documents through AI-Powered Interactive Reading Interfaces cs.HC · 2023 · author #18
  19. CiteSee: Augmenting Citations in Scientific Papers with Persistent and Personalized Historical Context cs.HC · 2023 · author #6
  20. Relatedly: Scaffolding Literature Reviews with Existing Related Work Sections cs.HC · 2023 · author #3
  21. The Semantic Scholar Open Data Platform cs.DL · 2023 · author #12
  22. I2D2: Inductive Knowledge Distillation with NeuroLogic and Self-Imitation cs.CL · 2022 · author #3
  23. SciRepEval: A Multi-Format Benchmark for Scientific Document Representations cs.CL · 2022 · author #4
  24. Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models cs.CL · 2022 · author #3
  25. FeedLens: Polymorphic Lenses for Personalizing Exploratory Search over Knowledge Graphs cs.HC · 2022 · author #2
  26. Embedding Recycling for Language Models cs.CL · 2022 · author #6
  27. Multi-LexSum: Real-World Summaries of Civil Rights Lawsuits at Multiple Granularities cs.CL · 2022 · author #6
  28. Penguins Don't Fly: Reasoning about Generics through Instantiations and Exceptions cs.CL · 2022 · author #5
  29. CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction cs.CL · 2022 · author #2
  30. ACCoRD: A Multi-Document Approach to Generating Diverse Descriptions of Scientific Concepts cs.CL · 2022 · author #10
  31. A Computational Inflection for Scientific Discovery cs.CL · 2022 · author #2
  32. S2AMP: A High-Coverage Dataset of Scholarly Mentorship Inferred from Publications cs.DL · 2022 · author #2
  33. From Who You Know to What You Read: Augmenting Scientific Recommendations with Implicit Social Networks cs.IR · 2022 · author #8
  34. Don't Say What You Don't Know: Improving the Consistency of Abstractive Summarization by Constraining Beam Search cs.CL · 2022 · author #6
  35. Few-Shot Self-Rationalization with Natural Language Prompts cs.CL · 2021 · author #3
  36. "It doesn't look good for a date": Transforming Critiques into Preferences for Conversational Recommendation Systems cs.CL · 2021 · author #5
  37. VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups cs.CL · 2021 · author #6
  38. SciCo: Hierarchical Cross-Document Coreference for Scientific Concepts cs.CL · 2021 · author #6
  39. S2AND: A Benchmark and Evaluation System for Author Name Disambiguation cs.DL · 2021 · author #3
  40. Simplified Data Wrangling with ir_datasets cs.IR · 2021 · author #4
  41. ABNIRML: Analyzing the Behavior of Neural IR Models cs.CL · 2020 · author #4
  42. High-Precision Extraction of Emerging Concepts from Scientific Literature cs.IR · 2020 · author #2
  43. Stolen Probability: A Structural Weakness of Neural Language Models cs.LG · 2020 · author #3
  44. Generative Data Augmentation for Commonsense Reasoning cs.CL · 2020 · author #9
  45. Don't Stop Pretraining: Adapt Language Models to Domains and Tasks cs.CL · 2020 · author #6
  46. SPECTER: Document-level Representation Learning using Citation-informed Transformers cs.CL · 2020 · author #4
  47. LIMEADE: From AI Explanations to Advice Taking cs.IR · 2020 · author #2
  48. Just Add Functions: A Neural-Symbolic Language Model cs.LG · 2019 · author #2
  49. Multi-sense Definition Modeling using Word Sense Decompositions cs.CL · 2019 · author #5
  50. Abductive Commonsense Reasoning cs.CL · 2019 · author #7
  51. CODAH: An Adversarially Authored Question-Answer Dataset for Common Sense cs.CL · 2019 · author #5
  52. A new evaluation framework for topic modeling algorithms based on synthetic corpora cs.CL · 2019 · author #4
  53. Construction of the Literature Graph in Semantic Scholar cs.CL · 2018 · author #6
  54. Definition Modeling: Learning to define word embeddings in natural language cs.CL · 2016 · author #4

Mentions

  • 2504.10861 #17 · arxiv_oai · confidence 0.70 Doug Downey
  • 2305.14259 #2 · arxiv_oai · confidence 0.70 Doug Downey
  • 2301.10140 #12 · arxiv_oai · confidence 0.70 Doug Downey
  • 2411.14199 #22 · arxiv_oai · confidence 0.70 Doug Downey
  • 2306.12587 #7 · arxiv_oai · confidence 0.70 Doug Downey
  • 2405.01796 #3 · arxiv_oai · confidence 0.70 Doug Downey
  • 2311.09736 #4 · arxiv_oai · confidence 0.70 Doug Downey
  • 2401.04259 #4 · arxiv_oai · confidence 0.70 Doug Downey
  • 2311.11301 #3 · arxiv_oai · confidence 0.70 Doug Downey
  • 2203.08436 #6 · arxiv_oai · confidence 0.70 Doug Downey
  • 2211.13308 #4 · arxiv_oai · confidence 0.70 Doug Downey
  • 2011.00696 #4 · arxiv_oai · confidence 0.70 Doug Downey
  • 2306.01058 #5 · arxiv_oai · confidence 0.70 Doug Downey
  • 2212.09246 #3 · arxiv_oai · confidence 0.70 Doug Downey
  • 2205.02007 #2 · arxiv_oai · confidence 0.70 Doug Downey
  • 2305.00366 #6 · arxiv_oai · confidence 0.70 Doug Downey
  • 2303.14334 #18 · arxiv_oai · confidence 0.70 Doug Downey
  • 2304.02623 #7 · arxiv_oai · confidence 0.70 Doug Downey
  • 2205.11658 #5 · arxiv_oai · confidence 0.70 Doug Downey
  • 2302.07302 #6 · arxiv_oai · confidence 0.70 Doug Downey
  • 2302.06754 #3 · arxiv_oai · confidence 0.70 Doug Downey
  • 2207.04993 #6 · arxiv_oai · confidence 0.70 Doug Downey
  • 2003.04315 #2 · arxiv_oai · confidence 0.70 Doug Downey
  • 2210.12607 #3 · arxiv_oai · confidence 0.70 Doug Downey
  • 2205.08012 #2 · arxiv_oai · confidence 0.70 Doug Downey
  • 2208.07531 #2 · arxiv_oai · confidence 0.70 Doug Downey
  • 2004.11546 #9 · arxiv_oai · confidence 0.70 Doug Downey
  • 2206.10883 #6 · arxiv_oai · confidence 0.70 Doug Downey
  • 2205.06982 #10 · arxiv_oai · confidence 0.70 Doug Downey
  • 2204.10838 #2 · arxiv_oai · confidence 0.70 Doug Downey
  • 2111.08284 #3 · arxiv_oai · confidence 0.70 Doug Downey
  • 2204.10254 #8 · arxiv_oai · confidence 0.70 Doug Downey
  • 2103.07534 #3 · arxiv_oai · confidence 0.70 Doug Downey
  • 2106.00676 #6 · arxiv_oai · confidence 0.70 Doug Downey
  • 2109.07576 #5 · arxiv_oai · confidence 0.70 Doug Downey
  • 2104.08809 #6 · arxiv_oai · confidence 0.70 Doug Downey
  • 2103.02280 #4 · arxiv_oai · confidence 0.70 Doug Downey
  • 2006.06877 #2 · arxiv_oai · confidence 0.70 Doug Downey
  • 2004.07180 #4 · arxiv_oai · confidence 0.70 Doug Downey
  • 2005.02433 #3 · arxiv_oai · confidence 0.70 Doug Downey
  • 2004.10964 #6 · arxiv_oai · confidence 0.70 Doug Downey
  • 1908.05739 #7 · arxiv_oai · confidence 0.70 Doug Downey
  • 1912.05421 #2 · arxiv_oai · confidence 0.70 Doug Downey
  • 1909.09483 #5 · arxiv_oai · confidence 0.70 Doug Downey
  • 1904.04365 #5 · arxiv_oai · confidence 0.70 Doug Downey
  • 1901.09848 #4 · arxiv_oai · confidence 0.70 Doug Downey
  • 1805.02262 #6 · arxiv_oai · confidence 0.70 Doug Downey
  • 1612.00394 #4 · arxiv_oai · confidence 0.70 Doug Downey
  • 2602.20459 #10 · arxiv_oai · confidence 0.70 Doug Downey
  • 2508.19202 #4 · arxiv_oai · confidence 0.70 Doug Downey

Frequent Coauthors