Publication Extracting Self-Consistent Causal Insights from Users Feedback with LLMs and In-context Learning Sara Abdali December 2023
Publication TaskWeaver: A Code-First Agent Framework Bo Qiao, Liqun Li, Xu Zhang, Shilin He, Yu Kang, Chaoyun Zhang, Fangkai Yang, Hang Dong, Jue Zhang, Lu Wang, Minghua Ma, Pu Zhao, Si Qin, Xiaoting Qin, Chao Du, Yong Xu, Qingwei Lin 林庆维, Saravan Rajmohan, Dongmei Zhang December 2023
Publication LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Sparse Retrieval Ziyang Luo, Pu Zhao, Can Xu, Xiubo Geng, Tao Shen, Chongyang Tao, Jing Ma, Qingwei Lin 林庆维, Daxin Jiang ICCV’23 | December 2023
Publication Open Datasheets: Machine-readable Documentation for Open Datasets and Responsible AI Assessments Anthony Cintron Roman, Jennifer Wortman Vaughan, Valerie See, Steph Ballard, Nicolas Schifano, Jehú Torres, Caleb Robinson, Juan M. Lavista Ferres December 2023 Github Projet
Publication Training Private and Efficient Language Models with Synthetic Data from LLMs Da Yu, Arturs Backurs, Sivakanth Gopi, Huseyin Inan, Janardhan (Jana) Kulkarni, Zinan Lin, Chulin Xie, Huishuai Zhang, Wanrong Zhang NeurIPS 2023 SoLaR Workshop | December 2023 Projet
Publication Promoting Topic Coherence and Inter-Document Consorts in Multi-Document Summarization via Simplicial Complex and Sheaf Graph Yash Kumar Atri, Arun Iyer, Tanmoy Chakraborty, Vikram Goyal Empirical Methods in Natural Language Processing (EMNLP) | December 2023
Publication Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs Ananya Singha, José Cambronero, Sumit Gulwani, Vu Le, Chris Parnin Table Representation Learning Workshop at NeurIPS 2023 | December 2023
Publication Differentially Private Approximate Near Neighbor Counting in High Dimensions Alexandr Andoni, Piotr Indyk, Sepideh Mahabadi, Shyam Narayanan NeurIPS 2023 | December 2023 Spotlight Presentation Projet
Publication Mixture of Quantized Experts (MoQE): Complementary Effect of Low-bit Quantization and Robustness Young Jin Kim, Raffy Fahim, Hany Hassan Awadalla December 2023
Publication Mitigating Tail Catastrophe in Steered Database Query Optimization with Risk-Averse Contextual Bandits Mónika Farsang, Paul Mineiro, Wangda Zhang Machine Learning for Systems Workshop at 37th NeurIPS Conference | December 2023 2023, New Orleans, LA, USA