Doug Downey
- Papers
- 13
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Authored papers
13Demystifying Scientific Problem-Solving in LLMs by Probing Knowledge and Reasoning
arXiv 2025
SciArena: An Open Evaluation Platform for Foundation Models in Scientific Literature Tasks
arXiv 2025
Preference Learning from Physics-Based Feedback: Tuning Language Models to Design BCC/B2 Superalloys
arXiv 2025
OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs
arXiv 2024
SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature
arXiv 2024
SciMON: Scientific Inspiration Machines Optimized for Novelty
arXiv 2023
The Semantic Scholar Open Data Platform
arXiv 2023
ARIES: A Corpus of Scientific Paper Edits Made in Response to Peer Reviews
arXiv 2023
Multi-LexSum: Real-World Summaries of Civil Rights Lawsuits at Multiple Granularities
arXiv 2022
Don't Say What You Don't Know: Improving the Consistency of Abstractive Summarization by Constraining Beam Search
arXiv 2022
SPECTER: Document-level Representation Learning using Citation-informed Transformers
specter-document-level-representation
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks
don-t-stop-pretraining-adapt-language-models-1
CODAH: An Adversarially Authored Question-Answer Dataset for Common Sense
arXiv 2019
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