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Oyvind Tafjord

33 papers · 2016–2025 · 8 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+14 more ↓ πŸ—ΊοΈ Taxonomy Completionist (53) 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
🌱 Topic Pioneer πŸ† Grand Slam πŸ”¬ Deep Specialist (11) πŸ‘₯ Mega-Team Β· Squad 🧬 Topic Evolution 🧭 Keyword Pioneer 🀝 Dynamic Duo (21) πŸ”₯ Unstoppable Β· Bronze πŸ“ˆ Trend Setter ⚑ Prolific Year Β· Productive πŸš€ Conference Pioneer πŸ’Ž Century Club Β· Bronze 🌈 Renaissance Researcher (6) πŸ—ƒοΈ Keyword Collector (165)

Venues

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

Top co-authors

Peter Clark (21) Hannaneh Hajishirzi (7) Bhavana Dalvi Mishra (6) Ashish Sabharwal (6) Jesse Dodge (5) Kyle Richardson (5) Dirk Groeneveld (5) Peter Jansen (5) Akshita Bhagia (5) Luca Soldaini (5)

Research topics

Artificial Intelligence (23) Natural Language Processing (23) Core AI (23) Machine Learning (16) Applications (15) Deep Learning (9) Learning Types Β· Machine Learning (8) Resources & Methods (8) Knowledge & Reasoning (7) Reasoning (7) Core Methods (6) Application Areas (5) Generation (5) Models (5) Learning Types Β· Deep Learning (3)

Keywords

question answering (10) language model (8) large language model (5) pre-trained language model (5) natural language inference (4) benchmark dataset (3) reading comprehension (3) knowledge distillation (2) entailment tree (2) neural network (2) agent system (2) multiple-choice question (2) knowledge representation (2) natural language processing (2) language modeling (2) text generation (2) multimodal learning (2) natural language understanding (2) textual entailment (2) qualitative reasoning (2)

Papers

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