Oyvind Tafjord
- Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
2018/03/14 by Peter E. Clark, Isaac Cowhey, Clark, Peter +11 · 747 citations
Computer Science · #Topic Modeling #Logic, Reasoning, and Knowledge #Natural Language Processing Techniques
- 2 OLMo 2 Furious
2024/12/31 by Team OLMo, P N Walsh, OLMo, Team +85 · 9 voices · 90 citations
Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques
- Tulu 3: Pushing Frontiers in Open Language Model Post-Training
2024/11/22 by Nathan Lambert, Jacob Morrison, Lambert, Nathan +44 · 9 voices · 248 citations
Computer Science · #Natural Language Processing Techniques
- Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering
2022/09/20 by Pan Lu, Swaroop Mishra, Lu, Pan +15 · 327 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Natural Language Processing Techniques #Topic Modeling
- Lila: A Unified Benchmark for Mathematical Reasoning
2022/10/31 by Swaroop Mishra, Mishra, Swaroop, Matthew Finlayson +19 · 1 voice · 10 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- ProofWriter: Generating Implications, Proofs, and Abductive Statements\n over Natural Language
2020/12/23 by Oyvind Tafjord, Bhavana Dalvi Mishra, Tafjord, Oyvind +3 · 50 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
- Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research
2024/01/31 by Luca Soldaini, Rodney Kinney, Soldaini, Luca +69 · 83 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- OLMo: Accelerating the Science of Language Models
2024/02/01 by Dirk Groeneveld, Iz Beltagy, Groeneveld, Dirk +83 · 83 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- OLMoE: Open Mixture-of-Experts Language Models
2024/09/03 by Niklas Muennighoff, Muennighoff, Niklas, Luca Soldaini +45 · 1 voice · 62 citations
Computer Science · #Expert finding and Q&A systems #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning Challenge
2021/02/05 by Sumithra Bhakthavatsalam, Daniel Khashabi, Bhakthavatsalam, Sumithra +16 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Answer, Assemble, Ace: Understanding How LMs Answer Multiple Choice Questions
2024/07/21 by Sarah Wiegreffe, Wiegreffe, Sarah, Oyvind Tafjord +7 · 1 voice · 12 citations
Neuroscience · Psychology · Arts and Humanities · #Cognitive Science and Education Research #Language, Metaphor, and Cognition #Discourse Analysis in Language Studies
- Reasoning Over Paragraph Effects in Situations
2019/08/16 by Kevin Lin, Lin, Kevin, Oyvind Tafjord +5 · 8 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- DISCOVERYWORLD: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents
2024/06/10 by Peter Jansen, Jansen, Peter, Marc-Alexandre Côté +13 · 13 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management #Semantic Web and Ontologies
- CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization
2023/10/16 by Bodhisattwa Prasad Majumder, Majumder, Bodhisattwa Prasad, Bhavana Dalvi Mishra +13 · 9 citations
Computer Science · #Topic Modeling
- QuaRTz: An Open-Domain Dataset of Qualitative Relationship Questions
2019/09/08 by Oyvind Tafjord, Tafjord, Oyvind, Matt Gardner +5 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- SimpleToM: Exposing the Gap between Explicit ToM Inference and Implicit ToM Application in LLMs
2024/10/17 by Yuling Gu, Oyvind Tafjord, Gu, Yuling +12 · 1 voice · 8 citations
Computer Science · Engineering · #Advanced Machining and Optimization Techniques #Machine Learning and Algorithms #Mineral Processing and Grinding #cs.AI #cs.CL
- "Let Your Characters Tell Their Story": A Dataset for Character-Centric\n Narrative Understanding
2021/09/12 by Faeze Brahman, Brahman, Faeze, Meng Huang +9 · 4 citations
Computer Science · Social Sciences · #Natural Language Processing Techniques #Topic Modeling #Computational and Text Analysis Methods
- DataDecide: How to Predict Best Pretraining Data with Small Experiments
2025/04/15 by Ian Magnusson, Magnusson, Ian, Ben Bogin +22 · 13 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation
2025/03/20 by Peter Jansen, Oyvind Tafjord, Jansen, Peter +15 · 11 citations
Computer Science · Decision Sciences · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Scientific Computing and Data Management #Software Engineering Research
- Because we have LLMs, we Can and Should Pursue Agentic Interpretability
2025/06/13 by Been Kim, Kim, Been, John Hewitt +7 · 1 voice · 2 citations
Computer Science · Social Sciences · #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #European and International Law Studies
- Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for Continual System Improvement
2022/04/27 by Mishra, Bhavana Dalvi, Oyvind Tafjord, Tafjord, Oyvind +2 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Speech and dialogue systems #Topic Modeling
- BeliefBank: Adding Memory to a Pre-Trained Language Model for a\n Systematic Notion of Belief
2021/09/29 by Nora Kassner, Oyvind Tafjord, Kassner, Nora +5 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Semantic Web and Ontologies
- Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning
2022/10/21 by Oyvind Tafjord, Bhavana Dalvi Mishra, Tafjord, Oyvind +3 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- QuaRel: A Dataset and Models for Answering Questions about Qualitative\n Relationships
2018/11/19 by Oyvind Tafjord, Tafjord, Oyvind, Peter Clark +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- From 'F' to 'A' on the N.Y. Regents Science Exams: An Overview of the Aristo Project
2019/09/04 by Peter Clark, Oren Etzioni, Clark, Peter +26 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
- "You are grounded!": Latent Name Artifacts in Pre-trained Language\n Models
2020/04/06 by Vered Shwartz, Shwartz, Vered, Rachel Rudinger +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Visual prompt engineering for video models
2026/07/28 by Robert Geirhos, Yuxuan Li, Thaddäus Wiedemer +7 · 1 voice
#cs.CV #cs.AI
- Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic
2024/02/22 by Nathaniel Weir, Kate Sanders, Weir, Nathaniel +18 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Increasing Probability Mass on Answer Choices Does Not Always Improve Accuracy
2023/05/24 by Sarah Wiegreffe, Wiegreffe, Sarah, Matthew Finlayson +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Multi-class Hierarchical Question Classification for Multiple Choice Science Exams
2019/08/15 by Dongfang Xu, Xu, Dongfang, Peter Jansen +13 · 1 citation
Computer Science · Social Sciences · #Topic Modeling #Educational Assessment and Pedagogy #Multimodal Machine Learning Applications