Publication Towards Flexible Visual Relationship Segmentation Fangrui Zhu, Jianwei Yang, Huaizu Jiang 2024 Neural Information Processing Systems | August 2024
Publication Does Reasoning Emerge? Examining the Probabilities of Causation in Large Language Models Javier González, Aditya Nori NeurIPS 2024 | August 2024
Publication Anatomizing Deep Learning Inference in Web Browsers Qipeng Wang, Shiqi Jiang, Zhenpeng Chen, Xu Cao, Yuanchun Li, Aoyu Li, Yun Ma, Ting Cao, Xuanzhe Liu ACM Transactions on Software Engineering and Methodology | August 2024
Publication DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search Huajian Xin, Z. Ren, Jun-Mei Song, Zhihong Shao, Wanjia Zhao, Haocheng Wang, Bo Liu (Benjamin Liu), Liyue Zhang, Xuan Lu, Qiushi Du, W. Gao, Qihao Zhu, Dejian Yang, Zhibin Gou, Z. F. Wu, Fuli Luo, C. Ruan ICLR 2025 | August 2024
Publication Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers Zhenting Qi, Mingyuan Ma, Jiahang Xu, Li Lyna Zhang, Fan Yang, Mao Yang ICLR 2025 | August 2024
Publication How to Solve Contextual Goal-Oriented Problems with Offline Datasets? Ying Fan, Jingling Li, Adith Swaminathan, Aditya Modi, Ching-An Cheng NeurIPS 2024 | August 2024
Publication A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Learning Prateek Yadav, Colin Raffel, Mohammed Muqeeth, Lucas Caccia, Haokun Liu, Tian-Xiang Chen, Mohit Bansal, Leshem Choshen, Alessandro Sordoni ArXiv | August 2024, Vol abs/2408.07057
Publication Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models Ying-Chun Lin, Jennifer Neville, Jack W. Stokes, Longqi Yang, Tara Safavi, Mengting Wan, Scott Counts, Siddharth Suri, Reid Andersen, Xiaofeng Xu, Deepak Gupta, Sujay Kumar Jauhar, Xia Song, Georg Buscher, Saurabh Tiwary, Brent Hecht, Jaime Teevan ACL | August 2024 Project
Publication LUT Tensor Core: Lookup Table Enables Efficient Low-Bit LLM Inference Acceleration Zhiwen Mo, Lei Wang, Jianyu Wei, Zhichen Zeng, Shijie Cao, Lingxiao Ma, Naifeng Jing, Ting Cao, Jilong Xue, Fan Yang, Mao Yang August 2024 Project
Publication Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments Sitao Cheng, Ziyuan Zhuang, Yong Xu, Fangkai Yang, Chaoyun Zhang, Xiaoting Qin, Xiang Huang, Ling Chen, Qingwei Lin 林庆维, Dongmei Zhang, Saravan Rajmohan, Qi Zhang ACL 2024 | August 2024