Michihiro Yasunaga
- On the Opportunities and Risks of Foundation Models
2021/08/16 by Rishi Bommasani, Drew A. Hudson, Bommasani, Rishi +233 · 11 voices · 543 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Topic Modeling
- Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
2024/08/20 by Chunting Zhou, Zhou, Chunting, Lili Yu +17 · 4 voices · 115 citations
Neuroscience · #Brain Tumor Detection and Classification
- HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
2024/05/23 by Bernal Jiménez Gutiérrez, Yiheng Shu, Gutiérrez, Bernal Jiménez +7 · 9 voices · 48 citations
#cs.CL #cs.AI
- Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 133 citations
#cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
- REPLUG: Retrieval-Augmented Black-Box Language Models
2023/01/30 by Weijia Shi, Sewon Min, Shi, Weijia +13 · 1 voice · 92 citations
Computer Science · #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling #cs.CL
- Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task
2018/09/24 by Changyuan Yu, Rui Zhang, Yu, Tao +22 · 170 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
- WILDS: A Benchmark of in-the-Wild Distribution Shifts
2020/12/14 by Pang Wei Koh, Shiori Sagawa, Koh, Pang Wei +43 · 98 citations
Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Med-Flamingo: a Multimodal Medical Few-shot Learner
2023/07/27 by Michael Moor, Moor, Michael, Qian Huang +15 · 70 citations
Computer Science · Health Professions · #Multimodal Machine Learning Applications #Digital Storytelling and Education
- Large Language Models as Analogical Reasoners
2023/10/03 by Michihiro Yasunaga, Yasunaga, Michihiro, Xinyun Chen +14 · 2 voices · 26 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain\n Natural Language Interfaces to Databases
2019/09/11 by Tao Yu, Rui Zhang, Yu, Tao +47 · 21 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Is ChatGPT a General-Purpose Natural Language Processing Task Solver?
2023/02/08 by Chengwei Qin, Qin, Chengwei, Aston Zhang +9 · 23 citations
Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques
- LinkBERT: Pretraining Language Models with Document Links
2022/03/29 by Michihiro Yasunaga, Jure Leskovec, Yasunaga, Michihiro +3 · 17 citations
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) #Natural Language Processing Techniques #Topic Modeling
- SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task
2018/10/11 by Changyuan Yu, Yu, Tao, Michihiro Yasunaga +12 · 9 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Web Data Mining and Analysis
- Retrieval-Augmented Multimodal Language Modeling
2022/11/22 by Michihiro Yasunaga, Armen Aghajanyan, Yasunaga, Michihiro +14 · 13 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Topic Modeling
- AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning
2024/06/17 by Shirley Wu, Shiyu Zhao, Wu, Shirley +17 · 20 citations
Computer Science · #Semantic Web and Ontologies #Data Mining Algorithms and Applications
- Graph-based Neural Multi-Document Summarization
2017/06/20 by Michihiro Yasunaga, Yasunaga, Michihiro, Rui Zhang +9 · 10 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
- UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
2022/01/16 by Tianbao Xie, Chen Wu, Xie, Tianbao +43 · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases
2024/04/19 by Shirley Wu, Wu, Shirley, Shiyu Zhao +17 · 14 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Library Science and Information Systems #Machine Learning (cs.LG) #Natural Language Processing Techniques
- VQA-GNN: Reasoning with Multimodal Knowledge via Graph Neural Networks for Visual Question Answering
2022/05/23 by Yanan Wang, Wang, Yanan, Michihiro Yasunaga +7 · 7 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Human Pose and Action Recognition
- ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks
2019/09/04 by Michihiro Yasunaga, Yasunaga, Michihiro, Jungo Kasai +11 · 5 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Advanced Text Analysis Techniques
- Graph-based, Self-Supervised Program Repair from Diagnostic Feedback
2020/05/20 by Michihiro Yasunaga, Yasunaga, Michihiro, Percy Liang +1 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text
2024/03/27 by Elliot Bolton, Abhinav Venigalla, Bolton, Elliot +19 · 8 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Topic Modeling
- Multimodal RewardBench: Holistic Evaluation of Reward Models for Vision Language Models
2025/02/20 by Michihiro Yasunaga, Luke Zettlemoyer, Yasunaga, Michihiro +3 · 13 citations
Psychology · #Language, Metaphor, and Cognition
- Image2Struct: Benchmarking Structure Extraction for Vision-Language Models
2024/10/29 by Josselin Somerville Roberts, Roberts, Josselin Somerville, Tony Szu‐Hsien Lee +9 · 6 citations
Computer Science · #Multimodal Machine Learning Applications #Image Retrieval and Classification Techniques
- Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts
2023/02/17 by Chandrayee Basu, Basu, Chandrayee, Rosni Vasu +5 · 3 citations
Computer Science · #Text Readability and Simplification #Topic Modeling #Natural Language Processing Techniques
- ALMA: Alignment with Minimal Annotation
2024/12/05 by Michihiro Yasunaga, Leonid Shamis, Yasunaga, Michihiro +11 · 1 citation
Computer Science · #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Semantic Web and Ontologies