| 2025 | eRevise+RF: A Writing Evaluation System for Assessing Student Essay Revisions and Providing Formative Feedback. | Zhexiong Liu, Diane J. Litman, Elaine Lin Wang, Tianwen Li, Mason Gobat, Lindsay Clare Matsumura, Richard Correnti |
| 2025 | A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization. | Haoxin Liu, Chenghao Liu, B. Aditya Prakash |
| 2025 | CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases. | Xiangyan Liu, Bo Lan, Zhiyuan Hu, Yang Liu, Zhicheng Zhang, Fei Wang, Michael Qizhe Shieh, Wenmeng Zhou |
| 2025 | Harnessing and Evaluating the Intrinsic Extrapolation Ability of Large Language Models for Vehicle Trajectory Prediction. | Jiawei Liu, Yanjiao Liu, Xun Gong, Tingting Wang, Hong Chen, Yunfeng Hu |
| 2025 | Large-Scale Corpus Construction and Retrieval-Augmented Generation for Ancient Chinese Poetry: New Method and Data Insights. | Yang Liu, Lan Lan, Jiahuan Cao, Hiuyi Cheng, Kai Ding, Lianwen Jin |
| 2025 | Understanding Reference Policies in Direct Preference Optimization. | Yixin Liu, Pengfei Liu, Arman Cohan |
| 2025 | Detect, Disambiguate, and Translate: On-Demand Visual Reasoning for Multimodal Machine Translation with Large Vision-Language Models. | Danyang Liu, Fanjie Kong, Xiaohang Sun, Dhruva Patil, Avijit Vajpayee, Zhu Liu, Vimal Bhat, Najmeh Sadoughi |
| 2025 | Learning LLM Preference over Intra-Dialogue Pairs: A Framework for Utterance-level Understandings. | Xuanqing Liu, Luyang Kong, Wei Niu, Afshin Khashei, Belinda Zeng, Steve Johnson, Jon Jay, Davor Golac, Matt Pope |
| 2025 | A Top-down Graph-based Tool for Modeling Classical Semantic Maps: A Case Study of Supplementary Adverbs. | Zhu Liu, Cunliang Kong, Ying Liu, Maosong Sun |
| 2025 | Take the essence and discard the dross: A Rethinking on Data Selection for Fine-Tuning Large Language Models. | Ziche Liu, Rui Ke, Yajiao Liu, Feng Jiang, Haizhou Li |
| 2025 | Improving Data Annotation for Low-Resource Relation Extraction with Logical Rule-Augmented Collaborative Language Models. | Xiyang Liu, Chunming Hu, Richong Zhang, Junfan Chen, Baowen Xu |
| 2025 | World Models with Hints of Large Language Models for Goal Achieving. | Zeyuan Liu, Ziyu Huan, Xiyao Wang, Jiafei Lyu, Jian Tao, Xiu Li, Furong Huang, Huazhe Xu |
| 2025 | Towards Long Context Hallucination Detection. | Siyi Liu, Kishaloy Halder, Zheng Qi, Wei Xiao, Nikolaos Pappas, Phu Mon Htut, Neha Anna John, Yassine Benajiba, Dan Roth |
| 2025 | Examining and Adapting Time for Multilingual Classification via Mixture of Temporal Experts. | Weisi Liu, Guangzeng Han, Xiaolei Huang |
| 2025 | Learning to Substitute Words with Model-based Score Ranking. | Hongye Liu, Ricardo Henao |
| 2025 | DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models. | Jianyu Liu, Hangyu Guo, Ranjie Duan, Xingyuan Bu, Yancheng He, Shilong Li, Hui Huang, Jiaheng Liu, Yucheng Wang, Chenchen Jing, Xingwei Qu, Xiao Zhang, Pei Wang, Yanan Wu, Jihao Gu, Yangguang Li, Jianke Zhu |
| 2025 | DisComp: A Two-Stage Prompt Optimization Framework Combining Task-Agnostic and Task-Aware Compression. | Quancai Liu, Haihui Fan, Jinchao Zhang, Xiangfang Li, Chuanrong Li, Bo Li |
| 2025 | DiVISe: Direct Visual-Input Speech Synthesis Preserving Speaker Characteristics And Intelligibility. | Yifan Liu, Yu Fang, Zhouhan Lin |
| 2025 | Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench. | Zheyuan Liu, Guangyao Dou, Mengzhao Jia, Zhaoxuan Tan, Qingkai Zeng, Yongle Yuan, Meng Jiang |
| 2025 | CAPE: A Chinese Dataset for Appraisal-based Emotional Generation in Large Language Models. | June M. Liu, He Cao, Renliang Sun, Rui Wang, Yu Li, Jiaxing Zhang |
| 2025 | A Survey of NLP Progress in Sino-Tibetan Low-Resource Languages. | Shuheng Liu, Michael Best |
| 2025 | Few-Shot Natural Language to First-Order Logic Translation via Code Generation. | Junnan Liu |
| 2025 | How LLMs React to Industrial Spatio-Temporal Data? Assessing Hallucination with a Novel Traffic Incident Benchmark Dataset. | Qiang Li, Mingkun Tan, Xun Zhao, Dan Zhang, Daoan Zhang, Shengzhao Lei, Anderson S. Chu, Lujun Li, Porawit Kamnoedboon |
| 2025 | Breaking Down Power Barriers in On-Device Streaming ASR: Insights and Solutions. | Yang Li, Yuan Shangguan, Yuhao Wang, Liangzhen Lai, Ernie Chang, Changsheng Zhao, Yangyang Shi, Vikas Chandra |
| 2025 | Effective Skill Unlearning through Intervention and Abstention. | Yongce Li, Chung-En Sun, Tsui-Wei Weng |