| 2024 | Successfully Guiding Humans with Imperfect Instructions by Highlighting Potential Errors and Suggesting Corrections. | Lingjun Zhao, Khanh Nguyen, Hal Daum III |
| 2024 | Bootstrapped Policy Learning for Task-oriented Dialogue through Goal Shaping. | Yangyang Zhao, Ben Niu, Mehdi Dastani, Shihan Wang |
| 2024 | SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation. | Xinping Zhao, Dongfang Li, Yan Zhong, Boren Hu, Yibin Chen, Baotian Hu, Min Zhang |
| 2024 | PsFuture: A Pseudo-Future-based Zero-Shot Adaptive Policy for Simultaneous Machine Translation. | Libo Zhao, Jing Li, Ziqian Zeng |
| 2024 | Defending Large Language Models Against Jailbreak Attacks via Layer-specific Editing. | Wei Zhao, Zhe Li, Yige Li, Ye Zhang, Jun Sun |
| 2024 | ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models. | Haiquan Zhao, Lingyu Li, Shisong Chen, Shuqi Kong, Jiaan Wang, Kexin Huang, Tianle Gu, Yixu Wang, Jian Wang, Dandan Liang, Zhixu Li, Yan Teng, Yanghua Xiao, Yingchun Wang |
| 2024 | SynthEval: Hybrid Behavioral Testing of NLP Models with Synthetic Evaluation. | Raoyuan Zhao, Abdullatif Kksal, Yihong Liu, Leonie Weissweiler, Anna Korhonen, Hinrich Schtze |
| 2024 | Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning. | Shuai Zhao, Meihuizi Jia, Anh Tuan Luu, Fengjun Pan, Jinming Wen |
| 2024 | Ouroboros: Generating Longer Drafts Phrase by Phrase for Faster Speculative Decoding. | Weilin Zhao, Yuxiang Huang, Xu Han, Wang Xu, Chaojun Xiao, Xinrong Zhang, Yewei Fang, Kaihuo Zhang, Zhiyuan Liu, Maosong Sun |
| 2024 | I Could've Asked That: Reformulating Unanswerable Questions. | Wenting Zhao, Ge Gao, Claire Cardie, Alexander M. Rush |
| 2024 | EPO: Hierarchical LLM Agents with Environment Preference Optimization. | Qi Zhao, Haotian Fu, Chen Sun, George Konidaris |
| 2024 | Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding. | Liang Zhao, Xiachong Feng, Xiaocheng Feng, Weihong Zhong, Dongliang Xu, Qing Yang, Hongtao Liu, Bing Qin, Ting Liu |
| 2024 | What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models. | Xin Zhao, Naoki Yoshinaga, Daisuke Oba |
| 2024 | Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mechanism. | Anhao Zhao, Fanghua Ye, Jinlan Fu, Xiaoyu Shen |
| 2024 | OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer. | Lu Zhang, Tiancheng Zhao, Heting Ying, Yibo Ma, Kyusong Lee |
| 2024 | Introducing Compiler Semantics into Large Language Models as Programming Language Translators: A Case Study of C to x86 Assembly. | Shuoming Zhang, Jiacheng Zhao, Chunwei Xia, Zheng Wang, Yunji Chen, Huimin Cui |
| 2024 | Neural Search Space in Gboard Decoder. | Yanxiang Zhang, Yuanbo Zhang, Haicheng Sun, Yun Wang, Gary Sivek, Shumin Zhai |
| 2024 | Dual-Space Knowledge Distillation for Large Language Models. | Songming Zhang, Xue Zhang, Zengkui Sun, Yufeng Chen, Jinan Xu |
| 2024 | mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval. | Xin Zhang, Yanzhao Zhang, Dingkun Long, Wen Xie, Ziqi Dai, Jialong Tang, Huan Lin, Baosong Yang, Pengjun Xie, Fei Huang, Meishan Zhang, Wenjie Li, Min Zhang |
| 2024 | Holistic Automated Red Teaming for Large Language Models through Top-Down Test Case Generation and Multi-turn Interaction. | Jinchuan Zhang, Yan Zhou, Yaxin Liu, Ziming Li, Songlin Hu |
| 2024 | MiLoRA: Efficient Mixture of Low-Rank Adaptation for Large Language Models Fine-tuning. | Jingfan Zhang, Yi Zhao, Dan Chen, Xing Tian, Huanran Zheng, Wei Zhu |
| 2024 | Multi-Level Cross-Modal Alignment for Speech Relation Extraction. | Liang Zhang, Zhen Yang, Biao Fu, Ziyao Lu, Liangying Shao, Shiyu Liu, Fandong Meng, Jie Zhou, Xiaoli Wang, Jinsong Su |
| 2024 | Knowledge Graph Enhanced Large Language Model Editing. | Mengqi Zhang, Xiaotian Ye, Qiang Liu, Pengjie Ren, Shu Wu, Zhumin Chen |
| 2024 | AuriSRec: Adversarial User Intention Learning in Sequential Recommendation. | Junjie Zhang, Ruobing Xie, Wenqi Sun, Leyu Lin, Xin Zhao, Ji-Rong Wen |
| 2024 | Visual Prompting in LLMs for Enhancing Emotion Recognition. | Qixuan Zhang, Zhifeng Wang, Dylan Zhang, Wenjia Niu, Sabrina B. Caldwell, Tom Gedeon, Yang Liu, Zhenyue Qin |