| 2026 | KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality. | Baochang Ren, Shuofei Qiao, Ningyu Zhang, Da Zheng, Huajun Chen |
| 2026 | From Coarse to Fine: Benchmarking and Reward Modeling for Writing-Centric Generation Tasks. | Qingyu Ren, Tianjun Pan, Xingzhou Chen, Xuhong Wang |
| 2026 | Context-attended Adversarial Reinforcement Learning for Robust Multi-step Retrieval Augmented Generation. | Yingtao Ren, Xiao Luo, Yu-Cheng Chang, Chin-Teng Lin |
| 2026 | LatentRefusal: Latent-Signal Refusal for Unanswerable Text-to-SQL Queries. | Xuancheng Ren, Shijing Hu, Zhihui Lu, Jiangqi Huang, Qiang Duan |
| 2026 | Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following. | Qingyu Ren, Qianyu He, Powei Chang, Jie Zeng, Zeye Sun, Fei Yu, Jiaqing Liang, Yanghua Xiao |
| 2026 | AdaDPI: Document-level Translation Adaptive Agent via Dynamic Parametric Internalization. | Hong Ren, Liting Deng, Shaolin Zhu, Deyi Xiong |
| 2026 | Heterogeneity in Formal Linguistic Competence of Language Models: Is Data the Real Bottleneck? | H. S. V. N. S. Kowndinya Renduchintala, Sumit Bhatia |
| 2026 | TOWER+: Bridging Generality and Translation Specialization in Multilingual LLMs. | Ricardo Rei, Nuno Miguel Guerreiro, Jos Pombal, Joo Alves, M. Amin Farajian, Pedro Teixeirinha, Andr F. T. Martins |
| 2026 | Vocab Diet: Reshaping the Vocabulary of LLMs via Vector Arithmetic. | Yuval Reif, Guy Kaplan, Roy Schwartz |
| 2026 | Agentic Very Long Video Understanding. | Aniket Rege, Arka Sadhu, Yuliang Li, Kejie Li, Ramya Korlakai Vinayak, Yuning Chai, Yong Jae Lee, Hyo Jin Kim |
| 2026 | BiasGRPO: Stabilizing Bias Mitigation in High-Variance Reward Landscapes via Group-Relative Policy Optimization. | Saket Reddy, Ke Yang, ChengXiang Zhai |
| 2026 | 1,729 vs. 1729: The Effect of Scripts and Formats on LLM Numeracy | Varshini Reddy, Craig W. Schmidt, Seth Ebner, Adam Wiemerslage, Yuval Pinter, Chris Tanner |
| 2026 | JudgeMeNot: Personalizing Large Language Models to Emulate Judicial Reasoning in Hebrew. | Itay Razumenko, Arnon Sturm, Nir Grinberg |
| 2026 | AdaptEvolve: Improving Efficiency of Evolutionary AI Agents through Adaptive Model Selection. | Pretam Ray, Pratik Prabhanjan Brahma, Zicheng Liu, Emad Barsoum |
| 2026 | TONY: an open-source TOolkit for Nlp in psYchology. | Federico Ravenda, Sofia Irene Ravenda, Volodymyr Karpenko, Daniele Montagnani, Andrea Raballo, Antonietta Mira |
| 2026 | PersonalityDBench: A Dataset for Personality Disorders - from Modeling to Controlled Generation. | Federico Ravenda, Seyed Ali Bahrainian, Daniele Montagnani, Antonietta Mira, Andrea Raballo |
| 2026 | LatentGate: Low-Latency Semantic Routing via Frozen-Backbone Probing of Small Language Models. | Shivam Ratnakar, Abhiroop Talasila, Vinayak K. Doifode |
| 2026 | Combining Distantly Supervised Models with In Context Learning for Monolingual and Cross-Lingual Relation Extraction. | Vipul Kumar Rathore, Malik Hammad Faisal, Parag Singla, Mausam |
| 2026 | LogicEval: A Systematic Framework for Evaluating Automated Repair Techniques for Logical Vulnerabilities in Real-World Software. | Syed Md. Mukit Rashid, Abdullah Al Ishtiaq, Kai Tu, Yilu Dong, Tianwei Wu, Ali Ranjbar, Tianchang Yang, Najrin Sultana, Shagufta Mehnaz, Syed Rafiul Hussain |
| 2026 | BanHADEX: Towards Explainable HAte Speech Detection in Bangla Using Human Annotated EXplanation. | Faisal Hossain Raquib, Akm Moshiur Rahman Mazumder, Md Fahim, Md. Tahmid Hasan Fuad, Md Farhan Ishmam, Faria Sultana, M. Ashraful Amin, Amin Ahsan Ali, Akmmahbubur Rahman |
| 2026 | NSF-SciFy: Mining the NSF Awards Database for Scientific Claims. | Delip Rao, Weiqiu You, Eric Wong, Chris Callison-Burch |
| 2026 | EMPATH: An Ensemble Method for Automatic Fine-Grained Turn-Level Dialogue Empathy Evaluation with a Novel Emotional Distance Metric. | Dongning Rao, Zhihua Liang, Zhihua Jiang |
| 2026 | Dynamic Sampling that Adapts: Self-Aware Iterative Data Persistent Optimization for Mathematical Reasoning. | Jun Rao, Xuebo Liu, Hexuan Deng, Zepeng Lin, Zixiong Yu, Jiansheng Wei, Xiaojun Meng, Min Zhang |
| 2026 | Model-Agnostic Meta Learning for Class Imbalance Adaptation. | Hanshu Rao, Guangzeng Han, Xiaolei Huang |
| 2026 | Uncovering Intervention Opportunities for Suicide Prevention with Language Model Assistants. | Jaspreet Ranjit, Hyundong Justin Cho, Claire J. Smerdon, Yoonsoo Nam, Myles Phung, Jonathan May, John R. Blosnich, Swabha Swayamdipta |