Mausam
- Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs
2023/05/19 by Aggarwal, Pranjal, Madaan, Aman, Yang, Yiming +1 · 27 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- MatSciBERT: A Materials Domain Language Model for Text Mining and Information Extraction
2021/09/30 by Tanishq Gupta, Gupta, Tanishq, Mohd Zaki +5 · 13 citations
Materials Science · #Computation and Language (cs.CL) #Corrosion Behavior and Inhibition #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
- Have LLMs Advanced Enough? A Challenging Problem Solving Benchmark For Large Language Models
2023/05/24 by Daman Arora, Himanshu Singh, Arora, Daman +3 · 16 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
- AutoMix: Automatically Mixing Language Models
2023/10/19 by Pranjal Aggarwal, Aman Madaan, Aggarwal, Pranjal +23 · 11 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
- FCoReBench: Can Large Language Models Solve Challenging First-Order Combinatorial Reasoning Problems?
2024/02/04 by Chinmay Mittal, Krishna Kartik, Mittal, Chinmay +5 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Rough Sets and Fuzzy Logic #Semantic Web and Ontologies
- Foundational Large Language Models for Materials Research
2024/12/12 by Vaibhav Mishra, Mishra, Vaibhav, Sourabh Singh +17 · 6 citations
Materials Science · #Machine Learning in Materials Science
- Matching Papers and Reviewers at Large Conferences
2022/02/24 by Leyton-Brown, Kevin, Mausam, Nandwani, Yatin +4 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- DiSCoMaT: Distantly Supervised Composition Extraction from Tables in Materials Science Articles
2022/07/03 by Gupta, Tanishq, Zaki, Mohd, Khatsuriya, Devanshi +3 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Information Retrieval (cs.IR) #Materials Science (cond-mat.mtrl-sci)
- A Theory of Goal-Oriented MDPs with Dead Ends
2012/10/16 by Andrey Kolobov, Kolobov, Andrey, Mausam +1 · 1 citation
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge
- DeGPR: Deep Guided Posterior Regularization for Multi-Class Cell Detection and Counting
2023/04/03 by Aayush Kumar Tyagi, Tyagi, Aayush Kumar, Chirag Mohapatra +11 · 2 citations
Computer Science · Medicine · #Digital Imaging for Blood Diseases #AI in cancer detection #COVID-19 diagnosis using AI
- Size Independent Neural Transfer for RDDL Planning
2019/02/08 by Garg, Sankalp, Bajpai, Aniket, Mausam · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Large Scale Question Answering using Tourism Data
2019/09/08 by Contractor, Danish, Shah, Krunal, Partap, Aditi +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- What Can Natural Language Processing Do for Peer Review?
2024/05/10 by Ilia Kuznetsov, Osama Mohammed Afzal, Kuznetsov, Ilia +45 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols
2020/05/02 by Prachi Jain, Jain, Prachi, Sushant Rathi +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Social and Information Networks (cs.SI) #Topic Modeling
- Neural Learning of One-of-Many Solutions for Combinatorial Problems in Structured Output Spaces
2020/08/27 by Nandwani, Yatin, Jindal, Deepanshu, Mausam +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Synergizing In-context Learning with Hints for End-to-end Task-oriented Dialog Systems
2024/05/24 by Vishal Vivek Saley, Saley, Vishal Vivek, Rocktim Jyoti Das +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Speech and dialogue systems
- A Solver-Free Framework for Scalable Learning in Neural ILP Architectures
2022/10/17 by Nandwani, Yatin, Ranjan, Rishabh, Mausam +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- MediTOD: An English Dialogue Dataset for Medical History Taking with Comprehensive Annotations
2024/10/18 by Vishal Vivek Saley, Saley, Vishal Vivek, Rocktim Jyoti Das +6 · 2 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
- Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning
2023/11/15 by Patidar, Mayur, Sawhney, Riya, Singh, Avinash +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences