Mukherjee, Subhabrata

12 publications

ICLR 2024 Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing Dujian Ding, Ankur Mallick, Chi Wang, Robert Sim, Subhabrata Mukherjee, Victor Rühle, Laks V. S. Lakshmanan, Ahmed Hassan Awadallah

ICLR 2024 Teaching Language Models to Hallucinate Less with Synthetic Tasks Erik Jones, Hamid Palangi, Clarisse Simões Ribeiro, Varun Chandrasekaran, Subhabrata Mukherjee, Arindam Mitra, Ahmed Hassan Awadallah, Ece Kamar

AAAI 2023 ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels Yue Zhao, Guoqing Zheng, Subhabrata Mukherjee, Robert McCann, Ahmed Awadallah

CVPR 2023 Accelerating Dataset Distillation via Model Augmentation Lei Zhang, Jie Zhang, Bowen Lei, Subhabrata Mukherjee, Xiang Pan, Bo Zhao, Caiwen Ding, Yao Li, Dongkuan Xu

NeurIPS 2022 Few-Shot Task-Agnostic Neural Architecture Search for Distilling Large Language Models Dongkuan Xu, Subhabrata Mukherjee, Xiaodong Liu, Debadeepta Dey, Wenhui Wang, Xiang Zhang, Ahmed Awadallah, Jianfeng Gao

NeurIPS 2022 LiteTransformerSearch: Training-Free Neural Architecture Search for Efficient Language Models Mojan Javaheripi, Gustavo de Rosa, Subhabrata Mukherjee, Shital Shah, Tomasz Religa, Caio Cesar Teodoro Mendes, Sebastien Bubeck, Farinaz Koushanfar, Debadeepta Dey

ECML-PKDD 2022 Vec2Node: Self-Training with Tensor Augmentation for Text Classification with Few Labels Sara Abdali, Subhabrata Mukherjee, Evangelos E. Papalexakis

NeurIPS 2021 Fairness via Representation Neutralization Mengnan Du, Subhabrata Mukherjee, Guanchu Wang, Ruixiang Tang, Ahmed Awadallah, Xia Hu

ECML-PKDD 2020 Early Detection of Fake News with Multi-Source Weak Social Supervision Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata Mukherjee, Ahmed Hassan Awadallah, Scott W. Ruston, Huan Liu

NeurIPS 2020 Uncertainty-Aware Self-Training for Few-Shot Text Classification Subhabrata Mukherjee, Ahmed Awadallah

ECML-PKDD 2016 Credible Review Detection with Limited Information Using Consistency Features Subhabrata Mukherjee, Sourav Dutta, Gerhard Weikum

ECML-PKDD 2012 WikiSent: Weakly Supervised Sentiment Analysis Through Extractive Summarization with Wikipedia Subhabrata Mukherjee, Pushpak Bhattacharyya