Publication A Large-Scale Human-Centric Benchmark for Referring Expression Comprehension in the LMM Era Fangyun Wei October 2024
Publication Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition Majeed Kazemitabaar, Jack Williams, Ian Drosos, Tovi Grossman, Austin Henley, Carina Negreanu, Advait Sarkar ACM Symposium on User Interface Software and Technology | October 2024 Project
Publication AI Should Challenge, Not Obey Advait Sarkar October 2024 CACM Cover Story Video Project Project Project
Publication Alchemy: Amplifying Theorem-Proving Capability through Symbolic Mutation Shaonan Wu, Shuai Lu, Yeyun Gong, Nan Duan, Ping Wei October 2024 October 2024
Publication A Survey on Deep Learning for Theorem Proving Zhaoyu Li, Jialiang Sun, Logan Murphy, Qidong Su, Zenan Li, Xian Zhang, Kaiyu Yang, Xujie Si CONFERENCE ON LANGUAGE MODELING | October 2024
Publication Ironies of Generative AI: Understanding and Mitigating Productivity Loss in Human-AI Interaction Auste Simkute, Lev Tankelevitch, Victor Kewenig, Ava Elizabeth Scott, Abigail Sellen, Sean Rintel International Journal of Human–Computer Interaction | October 2024 Project Project Project
Publication FXAM: A unified and fast interpretable model for predictive analytics Yuanyuan Jiang, Rui Ding, Tianchi Qiao, Yunan Zhu, Shi Han, Dongmei Zhang Expert Systems with Applications | October 2024, Vol 252
Publication Budget-aware Query Tuning: An AutoML Perspective Wentao Wu, Chi Wang SIGMOD Record | October 2024, Vol 53(3): pp. 20-26
Publication METAREFLECTION: Learning Instructions for Language Agents using Past Reflections Priyanshu Gupta, Shashank Kirtania, Ananya Singha, Sumit Gulwani, Arjun Radhakrishna, Sherry Shi, Gustavo Soares EMNLP’24 | October 2024
Publication What can Foundation Models’ Embeddings do? Linjie Li, Jianwei Yang, Lijuan Wang October 2024