| 2025 | MedPath: Multi-Domain Cross-Vocabulary Hierarchical Paths for Biomedical Entity Linking. | Nishant Mishra, Wilker Aziz, Iacer Calixto |
| 2025 | Can a Unimodal Language Agent Provide Preferences to Tune a Multimodal Vision-Language Model? | Sazia Tabasum Mim, Jack Morris, Manish Dhakal, Yanming Xiu, Maria Gorlatova, Yi Ding |
| 2025 | Cross-Prompt Encoder for Low-Performing Languages. | Beso Mikaberidze, Temo Saghinadze, Simon Ostermann, Philipp Matthias Mller |
| 2025 | The Learning Dynamics of Subword Segmentation for Morphologically Diverse Languages. | Francois Meyer, Jan Buys |
| 2025 | With Privacy, Size Matters: On the Importance of Dataset Size in Differentially Private Text Rewriting. | Stephen Meisenbacher, Florian Matthes |
| 2025 | Family helps one another: Dravidian NLP suite for Natural Language Understanding. | Abhinav P. M, Priyanka Dasari, Nagaraju Vuppala, Parameswari Krishnamurthy |
| 2025 | Hidden in Plain Text: Emergence & Mitigation of Steganographic Collusion in LLMs. | Yohan Mathew, Ollie Matthews, Robert McCarthy, Joan Velja, Christian Schrder de Witt, Dylan Cope, Nandi Schoots |
| 2025 | Generating Text from Uniform Meaning Representation. | Emma Markle, Reihaneh Iranmanesh, Shira Wein |
| 2025 | Whispering in Ol Chiki: Cross-Lingual Transfer Learning for Santali Speech Recognition. | Atanu Mandal, Madhusudan Ghosh, Pratick Maiti, Sudip Kumar Naskar |
| 2025 | Investigating Omission as a Latency Reduction Strategy in Simultaneous Speech Translation. | Mana Makinae, Yusuke Sakai, Hidetaka Kamigaito, Taro Watanabe |
| 2025 | BhashaSetu: Cross-Lingual Knowledge Transfer from High-Resource to Extreme Low-Resource Languages. | Subhadip Maji, Arnab Bhattacharya |
| 2025 | Revisiting Word Embeddings in the LLM Era. | Yash Mahajan, Matthew Freestone, Naman Bansal, Sathyanarayanan N. Aakur, Shubhra Kanti Karmaker |
| 2025 | Seeing isn't Hearing: Benchmarking Vision Language Models at Interpreting Spectrograms. | Tyler Loakman, Joseph James, Chenghua Lin |
| 2025 | Moral Self-correction is Not An Innate Capability in Language Models. | Guangliang Liu, Zimo Qi, Xitong Zhang, Lu Cheng, Kristen Marie Johnson |
| 2025 | On the Convergence of Moral Self-Correction in Large Language Models. | Guangliang Liu, Haitao Mao, Bochuan Cao, Xitong Zhang, Zhiyu Xue, Rongrong Wang, Kristen Marie Johnson |
| 2025 | Hallucinations in Code Change to Natural Language Generation: Prevalence and Evaluation of Detection Metrics. | Chunhua Liu, Hong Yi Lin, Patanamon Thongtanunam |
| 2025 | Counterfactual Evaluation for Blind Attack Detection in LLM-based Evaluation Systems. | Lijia Liu, Takumi Kondo, Kyohei Atarashi, Koh Takeuchi, Jiyi Li, Shigeru Saito, Hisashi Kashima |
| 2025 | LLMs Can Covertly Sandbag on Capability Evaluations Against Chain-of-Thought Monitoring. | Chloe Li, Noah Y. Siegel |
| 2025 | Are Humans as Brittle as Large Language Models? | Jiahui Li, Sean Papay, Roman Klinger |
| 2025 | REGULAR: A Framework for Relation-Guided Multi-Span Question Generation. | Jiayi Lin, Chenyang Zhang, Bingxuan Hou, Dongyu Zhang, Qingqing Hong, Junli Wang |
| 2025 | LLM-based Business Process Models Generation from Textual Descriptions. | Xiaoxuan Li, Lin Ni, Xin Wang, Tang Yitong, Ruoxuan Li, Jiamou Liu, Zhongsheng Wang |
| 2025 | CLL-RetICL: Contrastive Linguistic Label Retrieval-based In-Context Learning for Text Classification via Large Language Models. | Chaohao Lin, Kaida Wu, Peihao Xiang, Yanzhao Wu, Ou Bai |
| 2025 | EcomMMMU: Strategic Utilization of Visuals for Robust Multimodal E-commerce Models. | Xinyi Ling, Hanwen Du, Zhihui Zhu, Xia Ning |
| 2025 | Captions Speak Louder than Images: Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data. | Xinyi Ling, Hanwen Du, Bo Peng, Zhihui Zhu, Xia Ning |
| 2025 | Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation. | Juanhui Li, Haoyu Han, Zhikai Chen, Harry Shomer, Wei Jin, Amin Javari, Hui Liu |