David Wadden
- 2 OLMo 2 Furious
2024/12/31 by Team OLMo, P N Walsh, OLMo, Team +85 · 9 voices · 85 citations
Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques
- OLMoE: Open Mixture-of-Experts Language Models
2024/09/03 by Niklas Muennighoff, Muennighoff, Niklas, Luca Soldaini +45 · 1 voice · 60 citations
Computer Science · #Expert finding and Q&A systems #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources
2023/06/07 by Yizhong Wang, Wang, Yizhong, Hamish Ivison +19 · 30 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Data Classification
- Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2
2023/11/17 by Hamish Ivison, Ivison, Hamish, Yizhong Wang +19 · 2 voices · 17 citations
#cs.CL
- Entity, Relation, and Event Extraction with Contextualized Span\n Representations
2019/09/08 by David Wadden, Ulme Wennberg, Wadden, David +5 · 10 citations
Computer Science · Decision Sciences · #Topic Modeling #Natural Language Processing Techniques #Data Quality and Management
- MultiVerS: Improving scientific claim verification with weak supervision and full-document context
2021/12/02 by David Wadden, Kyle Lo, Wadden, David +9 · 12 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- SciFact-Open: Towards open-domain scientific claim verification
2022/10/25 by David Wadden, Kyle Lo, Wadden, David +11 · 11 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Advanced Text Analysis Techniques
- HALoGEN: Fantastic LLM Hallucinations and Where to Find Them
2025/01/14 by Abhilasha Ravichander, Ravichander, Abhilasha, Shrusti Ghela +5 · 4 voices · 11 citations
Arts and Humanities · Medicine · Neuroscience · #Mental Health and Psychiatry #Biofield Effects and Biophysics #Hallucinations in medical conditions
- Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction
2023/05/04 by A. Sharma, Sharma, Ashish, Kevin Rushton +13 · 9 citations
Psychology · #Mental Health via Writing #Digital Mental Health Interventions #Mental Health Research Topics
- OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs
2024/11/21 by Akari Asai, Jacqueline He, Asai, Akari +50 · 2 voices · 13 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques #Semantic Web and Ontologies #cs.AI #cs.CL #cs.DL #cs.IR #cs.LG
- Generating Scientific Claims for Zero-Shot Scientific Fact Checking
2022/03/24 by Dustin Wright, Wright, Dustin, David Wadden +11 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Language Models Hallucinate, but May Excel at Fact Verification
2023/10/23 by Jian Guan, Guan, Jian, Jesse Dodge +7 · 7 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
- SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature
2024/06/10 by David Wadden, Kejian Shi, Wadden, David +24 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Source-Aware Training Enables Knowledge Attribution in Language Models
2024/04/01 by Muhammad Khalifa, Khalifa, Muhammad, David Wadden +11 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Overview and Insights from the SciVer Shared Task on Scientific Claim Verification
2021/07/17 by David Wadden, Kyle Lo, Wadden, David +1 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Ethics in Clinical Research #FOS: Computer and information sciences #Topic Modeling
- KIWI: A Dataset of Knowledge-Intensive Writing Instructions for Answering Research Questions
2024/03/06 by Fangyuan Xu, Kyle Lo, Xu, Fangyuan +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Scientific Language Models for Biomedical Knowledge Base Completion: An Empirical Study
2021/06/17 by Rahul Nadkarni, David Wadden, Nadkarni, Rahul +9 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Topic Modeling