Iz Beltagy
- Longformer: The Long-Document Transformer
2020/04/10 by Iz Beltagy, Matthew E. Peters, Beltagy, Iz +3 · 358 citations
Computer Science · #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- A Dataset of Information-Seeking Questions and Answers Anchored in\n Research Papers
2021/05/06 by Pradeep Dasigi, Kyle Lo, Dasigi, Pradeep +9 · 62 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research
2024/01/31 by Luca Soldaini, Rodney Kinney, Soldaini, Luca +69 · 82 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 · 78 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources
2023/06/07 by Yizhong Wang, Hamish Ivison, Wang, Yizhong +19 · 31 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
- Construction of the Literature Graph in Semantic Scholar
2018/05/06 by Waleed Ammar, Ammar, Waleed, Dirk Groeneveld +43 · 13 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Semantic Web and Ontologies #Biomedical Text Mining and Ontologies
- MultiVerS: Improving scientific claim verification with weak supervision and full-document context
2021/12/02 by David Wadden, Kyle Lo, Wadden, David +9 · 13 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
- MS2: Multi-Document Summarization of Medical Studies
2021/04/13 by Jay DeYoung, Iz Beltagy, DeYoung, Jay +7 · 11 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 #Machine Learning (cs.LG) #Natural Language Processing Techniques #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
- Staged Training for Transformer Language Models
2022/03/11 by Sheng Shen, Shen, Sheng, Pete Walsh +9 · 9 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Machine Learning for Reliable mmWave Systems: Blockage Prediction and\n Proactive Handoff
2018/07/07 by Ahmed Alkhateeb, Iz Beltagy, Alkhateeb, Ahmed +1 · 3 citations
Engineering · #Millimeter-Wave Propagation and Modeling #Advanced MIMO Systems Optimization #Microwave Engineering and Waveguides
- 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
- Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations
2022/12/19 by Xinxi Lyu, Sewon Min, Lyu, Xinxi +7 · 3 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Algorithms #Multimodal Machine Learning Applications
- Few-Shot Self-Rationalization with Natural Language Prompts
2021/11/16 by Ana Marasović, Marasović, Ana, Iz Beltagy +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #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, Nadkarni, Rahul, David Wadden +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
- FLEX: Unifying Evaluation for Few-Shot NLP
2021/07/15 by Jonathan Bragg, Bragg, Jonathan, Arman Cohan +5 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
- Transparency Helps Reveal When Language Models Learn Meaning
2022/10/14 by Zhaofeng Wu, William Merrill, Wu, Zhaofeng +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