| 2024 | MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction. | Qiao Sun, Liujia Yang, Minghao Ma, Nanyang Ye, Qinying Gu |
| 2024 | Multilingual Synopses of Movie Narratives: A Dataset for Vision-Language Story Understanding. | Yidan Sun, Jianfei Yu, Boyang Li |
| 2024 | PSST: A Benchmark for Evaluation-driven Text Public-Speaking Style Transfer. | Huashan Sun, Yixiao Wu, Yizhe Yang, Yinghao Li, Jiawei Li, Yuhao Ye, Yang Gao |
| 2024 | CROWD: Certified Robustness via Weight Distribution for Smoothed Classifiers against Backdoor Attack. | Siqi Sun, Procheta Sen, Wenjie Ruan |
| 2024 | Enhancing Agent Learning through World Dynamics Modeling. | Zhiyuan Sun, Haochen Shi, Marc-Alexandre Ct, Glen Berseth, Xingdi Yuan, Bang Liu |
| 2024 | Self-Training Large Language and Vision Assistant for Medical Question Answering. | Guohao Sun, Can Qin, Huazhu Fu, Linwei Wang, Zhiqiang Tao |
| 2024 | Tools Fail: Detecting Silent Errors in Faulty Tools. | Jimin Sun, So Yeon Min, Yingshan Chang, Yonatan Bisk |
| 2024 | Kiss up, Kick down: Exploring Behavioral Changes in Multi-modal Large Language Models with Assigned Visual Personas. | Seungjong Sun, Eungu Lee, Seo Yeon Baek, Seunghyun Hwang, Wonbyung Lee, Dongyan Nan, Bernard J. Jansen, Jang-Hyun Kim |
| 2024 | Mixture of Diverse Size Experts. | Manxi Sun, Wei Liu, Jian Luan, Pengzhi Gao, Bin Wang |
| 2024 | FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data. | Haoran Sun, Renren Jin, Shaoyang Xu, Leiyu Pan, Supryadi, Menglong Cui, Jiangcun Du, Yikun Lei, Lei Yang, Ling Shi, Juesi Xiao, Shaolin Zhu, Deyi Xiong |
| 2024 | Retrieved In-Context Principles from Previous Mistakes. | Hao Sun, Yong Jiang, Bo Wang, Yingyan Hou, Yan Zhang, Pengjun Xie, Fei Huang |
| 2024 | Leveraging pre-trained language models for linguistic analysis: A case of argument structure constructions. | Hakyung Sung, Kristopher Kyle |
| 2024 | Transfer Learning for Text Classification via Model Risk Analysis. | Yujie Sun, Chuyi Fan, Qun Chen |
| 2024 | Major Entity Identification: A Generalizable Alternative to Coreference Resolution. | Kawshik Sundar, Shubham Toshniwal, Makarand Tapaswi, Vineet Gandhi |
| 2024 | Towards Verifiable Text Generation with Evolving Memory and Self-Reflection. | Hao Sun, Hengyi Cai, Bo Wang, Yingyan Hou, Xiaochi Wei, Shuaiqiang Wang, Yan Zhang, Dawei Yin |
| 2024 | MM-MATH: Advancing Multimodal Math Evaluation with Process Evaluation and Fine-grained Classification. | Kai Sun, Yushi Bai, Ji Qi, Lei Hou, Juan-Zi Li |
| 2024 | SpecHub: Provable Acceleration to Multi-Draft Speculative Decoding. | Ryan Sun, Tianyi Zhou, Xun Chen, Lichao Sun |
| 2024 | API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access. | Jiayuan Su, Jing Luo, Hongwei Wang, Lu Cheng |
| 2024 | Visual Editing with LLM-based Tool Chaining: An Efficient Distillation Approach for Real-Time Applications. | Oren Sultan, Alexander Khasin, Guy Shiran, Asnat Greenstein-Messica, Dafna Shahaf |
| 2024 | Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA Conversations. | Md. Arafat Sultan, Jatin Ganhotra, Ramn Fernandez Astudillo |
| 2024 | ActPlan-1K: Benchmarking the Procedural Planning Ability of Visual Language Models in Household Activities. | Ying Su, Zhan Ling, Haochen Shi, Cheng Jiayang, Yauwai Yim, Yangqiu Song |
| 2024 | In Defense of Structural Sparse Adapters for Concurrent LLM Serving. | Junda Su, Zirui Liu, Zeju Qiu, Weiyang Liu, Zhaozhuo Xu |
| 2024 | EvoR: Evolving Retrieval for Code Generation. | Hongjin Su, Shuyang Jiang, Yuhang Lai, Haoyuan Wu, Boao Shi, Che Liu, Qian Liu, Tao Yu |
| 2024 | TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning. | Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang |
| 2024 | STARD: A Chinese Statute Retrieval Dataset Derived from Real-life Queries by Non-professionals. | Weihang Su, Yiran Hu, Anzhe Xie, Qingyao Ai, Quezi Bing, Ning Zheng, Yun Liu, Weixing Shen, Yiqun Liu |