| 2025 | Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject. | Zenghao Duan, Wenbin Duan, Zhiyi Yin, Yinghan Shen, Shaoling Jing, Jie Zhang, Huawei Shen, Xueqi Cheng |
| 2025 | Avoiding Copyright Infringement via Large Language Model Unlearning. | Guangyao Dou, Zheyuan Liu, Qing Lyu, Kaize Ding, Eric Wong |
| 2025 | CLEAR-Command: Coordinated Listening, Extraction, and Allocation for Emergency Response with Large Language Models. | Achref Doula, Bela Bohlender, Max Mhlhuser, Alejandro Snchez Guinea |
| 2025 | Towards Prompt Generalization: Grammar-aware Cross-Prompt Automated Essay Scoring. | Heejin Do, Taehee Park, Sangwon Ryu, Gary Lee |
| 2025 | UNDIAL: Self-Distillation with Adjusted Logits for Robust Unlearning in Large Language Models. | Yijiang River Dong, Hongzhou Lin, Mikhail Belkin, Ramn Huerta, Ivan Vulic |
| 2025 | PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries. | Mingwen Dong, Nischal Ashok Kumar, Yiqun Hu, Anuj Chauhan, Chung-Wei Hang, Shuaichen Chang, Lin Pan, Wuwei Lan, Henghui Zhu, Jiarong Jiang, Patrick Ng, Zhiguo Wang |
| 2025 | Threshold Filtering Packing for Supervised Fine-Tuning: Training Related Samples within Packs. | Jiancheng Dong, Lei Jiang, Wei Jin, Lu Cheng |
| 2025 | SimSMoE: Toward Efficient Training Mixture of Experts via Solving Representational Collapse. | Giang Do, Hung Le, Truyen Tran |
| 2025 | Mitigating Tail Narrowing in LLM Self-Improvement via Socratic-Guided Sampling. | Yiwen Ding, Zhiheng Xi, Wei He, Lizhuoyuan Lizhuoyuan, Yitao Zhai, Shi Xiaowei, Xunliang Cai, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2025 | Chasing Random: Instruction Selection Strategies Fail to Generalize. | Harshita Diddee, Daphne Ippolito |
| 2025 | Temporal Working Memory: Query-Guided Segment Refinement for Enhanced Multimodal Understanding. | Xingjian Diao, Chunhui Zhang, Weiyi Wu, Zhongyu Ouyang, Peijun Qing, Ming Cheng, Soroush Vosoughi, Jiang Gui |
| 2025 | Generative Product Recommendations for Implicit Superlative Queries. | Kaustubh D. Dhole, Nikhita Vedula, Saar Kuzi, Giuseppe Castellucci, Eugene Agichtein, Shervin Malmasi |
| 2025 | ConQRet: A New Benchmark for Fine-Grained Automatic Evaluation of Retrieval Augmented Computational Argumentation. | Kaustubh D. Dhole, Kai Shu, Eugene Agichtein |
| 2025 | Contextual Metric Meta-Evaluation by Measuring Local Metric Accuracy. | Athiya Deviyani, Fernando Diaz |
| 2025 | Giving the Old a Fresh Spin: Quality Estimation-Assisted Constrained Decoding for Automatic Post-Editing. | Sourabh Dattatray Deoghare, Diptesh Kanojia, Pushpak Bhattacharyya |
| 2025 | Wav2Prompt: End-to-End Speech Prompt Learning and Task-based Fine-tuning for Text-based LLMs. | Keqi Deng, Guangzhi Sun, Philip C. Woodland |
| 2025 | Enhancing Temporal Understanding in LLMs for Semi-structured Tables. | Irwin Deng, Kushagra Dixit, Dan Roth, Vivek Gupta |
| 2025 | Emo3D: Metric and Benchmarking Dataset for 3D Facial Expression Generation from Emotion Description. | Mahshid Dehghani, Amirahmad Shafiee, Ali Shafiei, Neda Fallah, Farahmand Alizadeh, Mohammad Mehdi Gholinejad, Hamid Behroozi, Jafar Habibi, Ehsaneddin Asgari |
| 2025 | LLMs Are Not Intelligent Thinkers: Introducing Mathematical Topic Tree Benchmark for Comprehensive Evaluation of LLMs. | Arash Gholami Davoodi, Seyed Pouyan Mousavi Davoudi, Pouya Pezeshkpour |
| 2025 | Discrete Diffusion Language Model for Efficient Text Summarization. | Do Huu Dat, Duc Anh Do, Anh Tuan Luu, Wray L. Buntine |
| 2025 | On the Role of Key Phrases in Argument Mining. | Nilmadhab Das, V. Vijaya Saradhi, Ashish Anand |
| 2025 | On Localizing and Deleting Toxic Memories in Large Language Models. | Anubrata Das, Manoj Kumar, Ninareh Mehrabi, Anil Ramakrishna, Anna Rumshisky, Kai-Wei Chang, Aram Galstyan, Morteza Ziyadi, Rahul Gupta |
| 2025 | Predicting ICU Length of Stay for Patients using Latent Categorization of Health Conditions. | Tirthankar Dasgupta, Manjira Sinha, Sudeshna Jana |
| 2025 | DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order Optimization. | Pucheng Dang, Xing Hu, Dong Li, Rui Zhang, Qi Guo, Kaidi Xu |
| 2025 | Prototypical Extreme Multi-label Classification with a Dynamic Margin Loss. | Kunal Dahiya, Diego Ortego, David Jimenez-Cabello |