conftrace_

Oyvind Tafjord

35 papers · 2016–2025 · 9 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
+16 more ↓ 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (9) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12)
🌈 Renaissance Researcher (8) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (9) πŸ‘₯ Mega-Team (43) πŸ† Grand Slam 🀝 Dynamic Duo (23) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (10) 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (151) πŸ”₯ Unstoppable (8) πŸš€ Conference Pioneer πŸ’Ž Century Club (35) ⚑ Prolific Year (5)

Conferences

EMNLP (14) ACL (7) NIPS (4) ICLR (3) AAAI (2) IJCNLP (2) ICML (1) IJCAI (1) NAACL (1)

Research topics

Papers

From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question-Answering ICLR 2025 Answer, Assemble, Ace: Understanding How LMs Answer Multiple Choice Questions ICLR 2025 OLMES: A Standard for Language Model Evaluations NAACL 2025 DataDecide: How to Predict Best Pretraining Data with Small Experiments ICML 2025 CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation ACL 2025 OLMoE: Open Mixture-of-Experts Language Models ICLR 2025 OLMo: Accelerating the Science of Language Models ACL 2024 Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research ACL 2024 Paloma: A Benchmark for Evaluating Language Model Fit NIPS 2024 DiscoveryWorld: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents NIPS 2024 Digital Socrates: Evaluating LLMs through Explanation Critiques ACL 2024 Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic EMNLP 2024 Increasing Probability Mass on Answer Choices Does Not Always Improve Accuracy EMNLP 2023 Language Models with Rationality EMNLP 2023 LILA: A Unified Benchmark for Mathematical Reasoning EMNLP 2022 Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering NIPS 2022 Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning EMNLP 2022 Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for Continual System Improvement EMNLP 2022 Explaining Answers with Entailment Trees EMNLP 2021 BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief EMNLP 2021 β€œLet Your Characters Tell Their Story”: A Dataset for Character-Centric Narrative Understanding EMNLP 2021 ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural Language ACL 2021 ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural Language IJCNLP 2021 UNIFIEDQA: Crossing Format Boundaries with a Single QA System EMNLP 2020 SUPP.AI: finding evidence for supplement-drug interactions ACL 2020 β€œYou are grounded!”: Latent Name Artifacts in Pre-trained Language Models EMNLP 2020 Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge NIPS 2020 Transformers as Soft Reasoners over Language IJCAI 2020 Declarative Question Answering over Knowledge Bases Containing Natural Language Text with Answer Set Programming AAAI 2019 QUAREL: A Dataset and Models for Answering Questions about Qualitative Relationships AAAI 2019 Reasoning Over Paragraph Effects in Situations EMNLP 2019 QuaRTz: An Open-Domain Dataset of Qualitative Relationship Questions EMNLP 2019 QuaRTz: An Open-Domain Dataset of Qualitative Relationship Questions IJCNLP 2019 AllenNLP: A Deep Semantic Natural Language Processing Platform ACL 2018 Semantic Parsing to Probabilistic Programs for Situated Question Answering EMNLP 2016