| 2025 | Bias Amplification: Large Language Models as Increasingly Biased Media. | Ze Wang, Zekun Wu, Yichi Zhang, Xin Guan, Navya Jain, Qinyang Lu, Saloni Gupta, Adriano S. Koshiyama |
| 2025 | PMPO: A Self-Optimizing Framework for Creating High-Fidelity Measurement Tools for Social Bias in Large Language Models. | Zeqiang Wang, Yuqi Wang, Xinyue Wu, Chenxi Li, Yiran Liu, Linghan Ge, Zhan Yu, Jiaxin Shi, Suparna De |
| 2025 | Spatial-Aware Visual Program Guided Reasoning for Answering Complex Visual Questions. | Haoran Wang, Kai Shu |
| 2025 | ContrastScore: Towards Higher Quality, Less Biased, More Efficient Evaluation Metrics with Contrastive Evaluation. | Xiao Wang, Daniil Larionov, Siwei Wu, Yiqi Liu, Steffen Eger, Nafise Sadat Moosavi, Chenghua Lin |
| 2025 | TaCL-CoMoE: Task-adaptive Contrastive Learning with Cooperative Mixture of Experts for Multi-task Social Media Analysis. | Xingren Wang, Hongde Liu, Shanhong Liu, Feiyang Meng, Chenyuan He, Senbin Zhu, Li Zechen, Yuxiang Jia |
| 2025 | Rethinking Large Language Model Architectures for Sequential Recommendations. | Hanbing Wang, Xiaorui Liu, Wenqi Fan, Xiangyu Zhao, Venkataramana Kini, Devendra Pratap Yadav, Fei Wang, Zhen Wen, Hui Liu |
| 2025 | Towards Multimodal Question Answering in Educational Domain. | Himanshu Wadhwa, T Karthikeyan, Mausam, Manish Gupta |
| 2025 | RewriteNets: End-to-End Trainable String-Rewriting for Generative Sequence Modeling. | Harshil Vejendla |
| 2025 | Teaching by Failure: Counter-Example-Driven Curricula for Transformer Self-Improvement. | Harshil Vejendla |
| 2025 | PHLoRA: data-free Post-hoc Low-Rank Adapter extraction from full-rank checkpoint. | Bhoomit Vasani, Jack FitzGerald, Anjie Fang, Sushmit Vaish |
| 2025 | HalluCounter: Reference-free LLM Hallucination Detection in the Wild! | Ashok Urlana, Gopichand Kanumolu, Charaka Vinayak Kumar, Bala Mallikarjunarao Garlapati, Rahul Mishra |
| 2025 | Referring Expressions as a Lens into Spatial Language Grounding in Vision-Language Models. | Akshar Tumu, Varad Shinde, Parisa Kordjamshidi |
| 2025 | MossNet: Mixture of State-Space Experts is a Multi-Head Attention. | Shikhar Tuli, James Seale Smith, Haris Jeelani, Chi-Heng Lin, Abhishek Patel, Vasili Ramanishka, Yen-Chang Hsu, Hongxia Jin |
| 2025 | QA-Noun: Representing Nominal Semantics via Natural Language Question-Answer Pairs. | Maria Tseytlin, Paul Roit, Omri Abend, Ido Dagan, Ayal Klein |
| 2025 | The Confidence Paradox: Can LLM Know When It's Wrong? | Sahil Tripathi, Md Tabrez Nafis, Imran Hussain, Jiechao Gao |
| 2025 | Logical Table-to-Text Generation: Challenges, Methods, and Reasoning. | Lena Trigg, Dean F. Hougen |
| 2025 | UnsafeChain: Enhancing Reasoning Model Safety via Hard Cases. | Raj Vardhan Tomar, Preslav Nakov, Yuxia Wang |
| 2025 | Program Synthesis Dialog Agents for Interactive Decision-Making. | Matthew Toles, Nikhil Balwani, Rattandeep Singh, Valentina Giulia Sartori Rodriguez, Zhou Yu |
| 2025 | Fine-Grained Detection of AI-Generated Text Using Sentence-Level Segmentation. | Lekkala Sai Teja, Annepaka Yadagiri, Partha Pakray, Chukhu Chunka, Mangadoddi Srikar Vardhan |
| 2025 | On the Interplay between Positional Encodings, Morphological Complexity, and Word Order Flexibility. | Kushal Tatariya, Wessel Poelman, Miryam de Lhoneux |
| 2025 | Illusions of Relevance: Arbitrary Content Injection Attacks Deceive Retrievers, Rerankers, and LLM Judges. | Manveer Singh Tamber, Jimmy Lin |
| 2025 | Can LLMs Learn from Their Mistakes? Self-Correcting Instruction Tuning for Named Entity Recognition. | Takumi Takahashi, Tomoki Taniguchi, Chencheng Zhu, Tomoko Ohkuma |
| 2025 | Interpreting Multi-Attribute Confounding through Numerical Attributes in Large Language Models. | Hirohane Takagi, Gouki Minegishi, Shota Kizawa, Issey Sukeda, Hitomi Yanaka |
| 2025 | AnaToM: A Dataset Generation Framework for Evaluating Theory of Mind Reasoning Toward the Anatomy of Difficulty through Structurally Controlled Story Generation. | Jun Suzuki, Ryoma Ishigaki, Eisaku Maeda |
| 2025 | PRALEKHA: Cross-Lingual Document Alignment for Indic Languages. | Sanjay Suryanarayanan, Haiyue Song, Mohammed Safi Ur Rahman Khan, Anoop Kunchukuttan, Raj Dabre |