Dhingra, Bhuwan

12 publications

NeurIPS 2025 Breaking the Batch Barrier (b3) of Contrastive Learning via Smart Batch Mining Raghuveer Thirukovalluru, Rui Meng, Ye Liu, Karthikeyan K, Mingyi Su, Ping Nie, Semih Yavuz, Yingbo Zhou, Wenhu Chen, Bhuwan Dhingra

ICML 2025 Improving Model Alignment Through Collective Intelligence of Open-Source Models Junlin Wang, Roy Xie, Shang Zhu, Jue Wang, Ben Athiwaratkun, Bhuwan Dhingra, Shuaiwen Leon Song, Ce Zhang, James Zou

NeurIPS 2025 Knowing When to Stop: Efficient Context Processing via Latent Sufficiency Signals Roy Xie, Junlin Wang, Paul Rosu, Chunyuan Deng, Bolun Sun, Zihao Lin, Bhuwan Dhingra

ICLR 2025 To Trust or Not to Trust? Enhancing Large Language Models' Situated Faithfulness to External Contexts Yukun Huang, Sanxing Chen, Hongyi Cai, Bhuwan Dhingra

NeurIPS 2024 Stratified Prediction-Powered Inference for Effective Hybrid Evaluation of Language Models Adam Fisch, Joshua Maynez, R. Alex Hofer, Bhuwan Dhingra, Amir Globerson, William W. Cohen

NeurIPSW 2023 Retrieval of Synthesis Parameters of Polymer Nanocomposites Using LLMs Defne Circi, Ghazal Khalighinejad, Shruti Badhwar, Bhuwan Dhingra, L. Brinson

ICML 2021 Reasoning over Virtual Knowledge Bases with Open Predicate Relations Haitian Sun, Patrick Verga, Bhuwan Dhingra, Ruslan Salakhutdinov, William W Cohen

ICLR 2020 Differentiable Reasoning over a Virtual Knowledge Base Bhuwan Dhingra, Manzil Zaheer, Vidhisha Balachandran, Graham Neubig, Ruslan Salakhutdinov, William W. Cohen

NeurIPS 2018 GLoMo: Unsupervised Learning of Transferable Relational Graphs Zhilin Yang, Jake Zhao, Bhuwan Dhingra, Kaiming He, William W. Cohen, Ruslan Salakhutdinov, Yann LeCun

AAAI 2017 Bootstrapping Distantly Supervised IE Using Joint Learning and Small Well-Structured Corpora Lidong Bing, Bhuwan Dhingra, Kathryn Mazaitis, Jong Hyuk Park, William W. Cohen

IJCAI 2017 Using Graphs of Classifiers to Impose Declarative Constraints on Semi-Supervised Learning Lidong Bing, William W. Cohen, Bhuwan Dhingra

ICLR 2017 Words or Characters? Fine-Grained Gating for Reading Comprehension Zhilin Yang, Bhuwan Dhingra, Ye Yuan, Junjie Hu, William W. Cohen, Ruslan Salakhutdinov