Rajagopal, Dheeraj
- AutoMix: Automatically Mixing Language Models
2023/10/19 by Pranjal Aggarwal, Aggarwal, Pranjal, Aman Madaan +23 · 24 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
- Scalable Influence and Fact Tracing for Large Language Model Pretraining
2024/10/22 by Tyler A. Chang, Chang, Tyler A., Dheeraj Rajagopal +7 · 1 voice · 14 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis #cs.CL
- Confidence Calibration and Rationalization for LLMs via Multi-Agent Deliberation
2024/04/14 by Ruixin Yang, Dheeraj Rajagopal, Yang, Ruixin +7 · 9 citations
Computer Science · Decision Sciences · #Auction Theory and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
- A Dataset for Tracking Entities in Open Domain Procedural Text
2020/10/31 by Niket Tandon, Keisuke Sakaguchi, Tandon, Niket +13 · 4 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Gated-Attention Architectures for Task-Oriented Language Grounding
2017/06/22 by Chaplot, Devendra Singh, Sathyendra, Kanthashree Mysore, Pasumarthi, Rama Kumar +2 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- How Far Can We Extract Diverse Perspectives from Large Language Models?
2023/11/16 by Shirley Anugrah Hayati, Minhwa Lee, Hayati, Shirley Anugrah +5 · 4 citations
Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
- SelfExplain: A Self-Explaining Architecture for Neural Text Classifiers
2021/03/23 by Rajagopal, Dheeraj, Balachandran, Vidhisha, Hovy, Eduard +1 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Steering off Course: Reliability Challenges in Steering Language Models
2025/04/06 by Da Silva, Patrick Queiroz, Sethuraman, Hari, Rajagopal, Dheeraj +2 · 7 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Could you give me a hint? Generating inference graphs for defeasible\n reasoning
2021/05/12 by Aman Madaan, Madaan, Aman, Dheeraj Rajagopal +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Software Engineering Research #Topic Modeling
- Think about it! Improving defeasible reasoning by first modeling the question scenario
2021/10/24 by Madaan, Aman, Tandon, Niket, Rajagopal, Dheeraj +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences