| 2025 | Structured List-Grounded Question Answering. | Mujeen Sung, Song Feng, James Gung, Raphael Shu, Yi Zhang, Saab Mansour |
| 2025 | Comet: Dialog Context Fusion Mechanism for End-to-End Task-Oriented Dialog with Multi-task Learning. | Haipeng Sun, Junwei Bao, Youzheng Wu, Xiaodong He |
| 2025 | A Two-Stage LLM System for Enhanced Regulatory Information Retrieval and Answer Generation. | Fengzhao Sun, Jun Yu, Jiaming Hou, Yutong Lin, Tianyu Liu |
| 2025 | Sequential Fusion of Text-close and Text-far Representations for Multimodal Sentiment Analysis. | Kaiwei Sun, Mi Tian |
| 2025 | LLM-Friendly Knowledge Representation for Customer Support. | Hanchen Su, Wei Luo, Yashar Mehdad, Wei Han, Elaine Liu, Wayne Zhang, Mia Zhao, Joy Zhang |
| 2025 | Adapt LLM for Multi-turn Reasoning QA using Tidy Data. | Jan Strich |
| 2025 | CoPrUS: Consistency Preserving Utterance Synthesis towards more realistic benchmark dialogues. | Sebastian Steindl, Ulrich Schfer, Bernd Ludwig |
| 2025 | LOLA - An Open-Source Massively Multilingual Large Language Model. | Nikit Srivastava, Denis Kuchelev, Tatiana Moteu Ngoli, Kshitij Shetty, Michael Rder, Hamada M. Zahera, Diego Moussallem, Axel-Cyrille Ngonga Ngomo |
| 2025 | DweshVaani: An LLM for Detecting Religious Hate Speech in Code-Mixed Hindi-English. | Varad Srivastava |
| 2025 | Advancing Multilingual Speaker Identification and Verification for Indo-Aryan and Dravidian Languages. | Braveenan Sritharan, Uthayasanker Thayasivam |
| 2025 | Evaluating Dialect Robustness of Language Models via Conversation Understanding. | Dipankar Srirag, Nihar Ranjan Sahoo, Aditya Joshi |
| 2025 | CLRG@FinCausal2025: Cause-Effect Extraction in Finance Domain. | Vibhavkrishnan K. S., Pattabhi R. K. Rao, Sobha Lalitha Devi |
| 2025 | Can LLMs Help Create Grammar?: Automating Grammar Creation for Endangered Languages with In-Context Learning. | Piyapath T. Spencer, Nanthipat Kongborrirak |
| 2025 | Bilingual resources for Moroccan Sign Language Generation and Standard Arabic Skills Improvement of Deaf Children. | Abdelhadi Soudi, Corinne Vinopol, Kristof Van Laerhoven |
| 2025 | Dynamics of Instruction Fine-Tuning for Chinese Large Language Models. | Chiyu Song, Zhanchao Zhou, Jianhao Yan, Yuejiao Fei, Zhenzhong Lan, Yue Zhang |
| 2025 | Can Many-Shot In-Context Learning Help LLMs as Evaluators? A Preliminary Empirical Study. | Mingyang Song, Mao Zheng, Xuan Luo |
| 2025 | Counting-Stars: A Multi-evidence, Position-aware, and Scalable Benchmark for Evaluating Long-Context Large Language Models. | Mingyang Song, Mao Zheng, Xuan Luo |
| 2025 | Confront Insider Threat: Precise Anomaly Detection in Behavior Logs Based on LLM Fine-Tuning. | Shuang Song, Yifei Zhang, Neng Gao |
| 2025 | Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs. | Dingjie Song, Wenjun Wang, Shunian Chen, Xidong Wang, Michael X. Guan, Benyou Wang |
| 2025 | Assessing the Human Likeness of AI-Generated Counterspeech. | Xiaoying Song, Sujana Mamidisetty, Eduardo Blanco, Lingzi Hong |
| 2025 | ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models. | Chenyang Song, Xu Han, Zhengyan Zhang, Shengding Hu, Xiyu Shi, Kuai Li, Chen Chen, Zhiyuan Liu, Guangli Li, Tao Yang, Maosong Sun |
| 2025 | ALIS: Aligned LLM Instruction Security Strategy for Unsafe Input Prompt. | Xinhao Song, Sufeng Duan, Gongshen Liu |
| 2025 | Self-Evolution Knowledge Distillation for LLM-based Machine Translation. | Yuncheng Song, Liang Ding, Changtong Zan, Shujian Huang |
| 2025 | Enhancing Criminal Investigation Analysis with Summarization and Memory-based Retrieval-Augmented Generation: A Comprehensive Evaluation of Real Case Data. | Mads Skipanes, Tollef Emil Jrgensen, Kyle Porter, Gianluca Demartini, Sule Yildirim Yayilgan |
| 2025 | Testing Humor Theory Using Word and Sentence Embeddings. | Stephen Skalicky, Salvatore Attardo |