Subhabrata Mukherjee
- Orca: Progressive Learning from Complex Explanation Traces of GPT-4
2023/06/05 by Subhabrata Mukherjee, Arindam Mitra, Mukherjee, Subhabrata +10 · 12 voices · 38 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare #Topic Modeling
- ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models
2023/05/23 by Binfeng Xu, Zhiyuan Peng, Xu, Binfeng +9 · 5 voices · 18 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
2024/04/22 by Dujian Ding, Ankur Mallick, Ding, Dujian +13 · 50 citations
Computer Science · #Artificial Intelligence (cs.AI) #Caching and Content Delivery #Computation and Language (cs.CL) #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software-Defined Networks and 5G
- Retrieval-Augmented Generation with Graphs (GraphRAG)
2024/12/31 by Haoyu Han, Han, Haoyu, Yu Wang +32 · 39 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Machine Learning and Algorithms #DNA and Biological Computing
- AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
2022/10/31 by Yaqing Wang, Sahaj Agarwal, Wang, Yaqing +11 · 12 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 #Speech Recognition and Synthesis #Topic Modeling
- DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep\n Learning
2018/09/17 by Kashyap Popat, Subhabrata Mukherjee, Popat, Kashyap +5 · 4 citations
Social Sciences · Computer Science · #Misinformation and Its Impacts #Topic Modeling #Spam and Phishing Detection
- Polaris: A Safety-focused LLM Constellation Architecture for Healthcare
2024/03/20 by Subhabrata Mukherjee, Paul Gamble, Mukherjee, Subhabrata +49 · 4 citations
Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Quality and Safety in Healthcare
- AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
2022/05/24 by Yaqing Wang, Wang, Yaqing, Agarwal, Sahaj +10 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Agents' Last Exam
2026/06/03 by Yiyou Sun, Xinyang Han, Weichen Zhang +306 · 4 voices
#cs.AI #cs.CL #cs.LG
- Adversarial Robustness of Prompt-based Few-Shot Learning for Natural Language Understanding
2023/06/19 by Venkata Prabhakara Sarath Nookala, Gaurav Verma, Nookala, Venkata Prabhakara Sarath +5 · 2 citations
Computer Science · Health Professions · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Machine Learning (cs.LG)
- Self-Training with Weak Supervision
2021/04/12 by Giannis Karamanolakis, Subhabrata Mukherjee, Karamanolakis, Giannis +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (stat.ML) #Machine Learning and Data Classification #Topic Modeling
- LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models
2022/03/04 by Mojan Javaheripi, Gustavo Henrique de Rosa, Javaheripi, Mojan +15 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Speech Recognition and Synthesis #Topic Modeling
- GRILL: Grounded Vision-language Pre-training via Aligning Text and Image Regions
2023/05/24 by Woojeong Jin, Subhabrata Mukherjee, Jin, Woojeong +13 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
- TRAJECT-Bench:A Trajectory-Aware Benchmark for Evaluating Agentic Tool Use
2025/10/06 by Pengfei He, He, Pengfei, Zhenwei Dai +23 · 2 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling