| 2026 | Adaptive Planning for Multi-Attribute Controllable Summarization with Monte Carlo Tree Search. | Sangwon Ryu, Heejin Do, Yunsu Kim, Gary Geunbae Lee, Jungseul Ok |
| 2026 | Fine-Grained Semantic Comparison of Legal Documents using LLMs. | Elisei Rykov, Nikolay Ivanov, Maria Bandulevich, Kseniia Petrushina, Valentin Malykh, Vasily Konovalov, Alexander Panchenko, Ilseyar Alimova |
| 2026 | AI use in American newspapers is widespread, uneven, and rarely disclosed. | Jenna Russell, Marzena Karpinska, Destiny Akinode, James Zhou, Katherine Thai, Bradley Emi, Max Spero, Mohit Iyyer |
| 2026 | Attention Sinks in Diffusion Language Models. | Maximo Eduardo Rulli, Simone Petruzzi, Edoardo Michielon, Fabrizio Silvestri, Simone Scardapane, Alessio Devoto |
| 2026 | Transition-Matrix Regularization for Next Dialogue Act Prediction in Counselling Conversations. | Eric Rudolph, Philipp Steigerwald, Jens Albrecht |
| 2026 | Mechanisms of Prompt-Induced Hallucination in Vision-Language Models. | William Rudman, Michal Golovanevsky, Dana Arad, Yonatan Belinkov, Carsten Eickhoff, Ritambhara Singh, Kyle Mahowald |
| 2026 | A Self-Evolving LLM Agent Framework for Role-Based Norm Compliance in Healthcare. | Haijie Ruan, Xiaowu Jiang, Zhanpeng Li, Wei Jia, Xuanwu Xu, Xiao-Fen Shan, Shujie Chen, Xindong Ye |
| 2026 | Author-in-the-Loop Response Generation and Evaluation: Integrating Author Expertise and Intent in Responses to Peer Review. | Qian Ruan, Iryna Gurevych |
| 2026 | GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models. | Zhiwen Ruan, Yichao Du, Jianjie Zheng, Longyue Wang, Yun Chen, Peng Li, Jinsong Su, Yang Liu, Guanhua Chen |
| 2026 | MTR-Suite: A Framework for Evaluating and Synthesizing Conversational Retrieval Benchmarks. | Junhao Ruan, Abudukeyumu Abudula, Bei Li, Yongjing Yin, Xinyu Liu, Kechen Jiao, Xin Chen, Jingang Wang, Xunliang Cai, Tong Xiao, Jingbo Zhu |
| 2026 | Toward Robust Evaluation for Multilingual Grammatical Error Correction: Can Large Language Models Replace Human References? | Alla Rozovskaya, Dan Roth |
| 2026 | Grounded Concreteness: Human-Like Concreteness Sensitivity in Vision-Language Models. | Aryan Roy, Zekun Wang, Christopher J. MacLellan |
| 2026 | Distilling Examples into Task Instructions: Enhanced In-Context Learning for Real-World B2B Conversations. | Guy Rotman, Adi Kopilov, Danit Berger Zalmanson, Omri Allouche |
| 2026 | VeriTaS: The First Dynamic Benchmark for Multimodal Automated Fact-Checking. | Mark Rothermel, Marcus Kornmann, Marcus Rohrbach, Anna Rohrbach |
| 2026 | MTRAG-UN: A Benchmark for Open Challenges in Multi-Turn RAG Conversations. | Sara Rosenthal, Yannis Katsis, Vraj Shah, Lihong He, Lucian Popa, Marina Danilevsky |
| 2026 | Multi-Agent Orchestration for Terminology-Constrained Machine Translation in Industrial Localization. | Emanuele Di Rosa |
| 2026 | CLAG: Adaptive Memory Organization via Agent-Driven Clustering for Small Language Model Agents. | Taeyun Roh, Wonjune Jang, Junha Jung, Jaewoo Kang |
| 2026 | Embracing Anisotropy: Turning Massive Activations into Interpretable Control Knobs for Large Language Models. | Youngji Roh, Hyunjin Cho, Jaehyung Kim |
| 2026 | Beyond Memorization: Extending Reasoning Depth with Recurrence, Memory and Test-Time Compute Scaling. | Ivan Rodkin, Daniil Orel, Konstantin Smirnov, Arman Bolatov, Bilal Elbouardi, Besher Hassan, Yuri Kuratov, Aydar Bulatov, Preslav Nakov, Timothy Baldwin, Artem Shelmanov, Mikhail Burtsev |
| 2026 | MQM Re-Annotation: A Technique for Collaborative Evaluation of Machine Translation. | Parker Riley, Daniel Deutsch, Mara Finkelstein, Colten DiIanni, Juraj Juraska, Markus Freitag |
| 2026 | Beyond Transcripts: A Renewed Perspective on Audio Chaptering. | Fabian Retkowski, Maike Zfle, Thai-Binh Nguyen, Jan Niehues, Alexander Waibel |
| 2026 | Towards Robust Real-World Spreadsheet Understanding with Multi-Agent Multi-Format Reasoning. | Houxing Ren, Mingjie Zhan, Zimu Lu, Ke Wang, Yunqiao Yang, Haotian Hou, Hongsheng Li |
| 2026 | Steganography Beyond Pixels: Reimagining Image Steganography as Cross-Modal Linguistic Communication. | Lijing Ren, Denghui Zhang |
| 2026 | Beyond "I Don't Know": Evaluating LLM Self-Awareness in Discriminating Data and Model Uncertainty. | Jingyi Ren, Ante Wang, Yunghwei Lai, Xiaolong Wang, Linlu Gong, Weitao Li, Weizhi Ma, Yang Liu |
| 2026 | CAML: A Conflict-Aware Molecular Language Model Merging Framework for Multi-Constraint Molecular Generation. | Xuanbai Ren, Luoda Tan, Pei Liu, Tengfei Ma, Xiangzheng Fu, Longyue Wang, Yiping Liu, Xiangxiang Zeng |