| 2026 | How to Train a Real-World Silicon Concierge? Internalizing Complex Business Workflow to Only OneModel. | Yongqi Tong, Xiaoyun Feng, Lyuxin Xue, Jianshe Li, Xin Zhang, Jiang-Ming Yang |
| 2026 | Mango: Multi-Agent Web Navigation via Global-View Optimization. | Weixi Tong, Yifeng Di, Tianyi Zhang |
| 2026 | GigaCheck: Detecting LLM-generated Content via Object-Centric Span Localization. | Irina Tolstykh, Aleksandra Tsybina, Sergey Yakubson, Aleksandr Gordeev, Vladimir Dokholyan, Maksim Kuprashevich |
| 2026 | PseudoSeer: a Search Engine for Pseudocode. | Levent Toksoz, Mukund Srinath, Gang Tan, C. Lee Giles |
| 2026 | LIBERTy: A Causal Framework for Benchmarking Concept-Based Explanations of LLMs with Structural Counterfactuals. | Gilat Toker, Nitay Calderon, Ohad Amosy, Roi Reichart |
| 2026 | MMTabReal: Real-World Benchmark for Multimodal Table Understanding. | Prasham Yatinkumar Titiya, Jainil Trivedi, Chitta Baral, Vivek Gupta |
| 2026 | Bridging the Memorization-Utilization Gap: Near-Lossless Context Compression via Reinforcement Learning. | Yujan Ting, Xu Tang, Terrence Chen, Weijing Huang |
| 2026 | One Task Vector is not Enough: A Large-Scale Study for In-Context Learning. | Pavel Tikhonov, Ivan V. Oseledets, Elena Tutubalina |
| 2026 | Where meaning lives: Layer-wise accessibility of psycholinguistic features in encoder and decoder language models. | Taisiia Tikhomirova, Dirk U. Wulff |
| 2026 | CSRP: Chain-of-Thought Reasoning for Chinese Text Correction via Reinforcement Learning with Efficiency-Aware Rewards. | Wei Tian, Yuhao Zhou, Man Lan |
| 2026 | TabularMath: Understanding Math Reasoning over Tables with Large Language Models. | Shi-Yu Tian, Zhi Zhou, Wei Dong, Kun-Yang Yu, Ming Yang, Zi-Jian Cheng, Lan-Zhe Guo, Yufeng Li |
| 2026 | PV-SQL: Synergizing Database Probing and Rule-based Verification for Text-to-SQL Agents. | Yuan Tian, Tianyi Zhang |
| 2026 | RiT: Rubrics-in-Thinking Reinforcement Learning for Improved Reasoning in Large Language Models. | Xiaobin Tian, Shuai Yuan, Muyun Ding, Haonan Chen, Xiaoxi Jiang |
| 2026 | From Short Video to Clickable Search: RLVR-Enabled Listwise Query Suggestion with Retrieval-Augmented Context. | Mingkai Tian, Ye Xu, Long Meng, Liwei Chen, Zhiheng Qin, Yi Wang |
| 2026 | Know Your Place: Diagnosing Implicit Social Adaptation Failures in Chinese Large Language Models. | Yu Tian, Jie Xing, Ziming Li, Jiang Li, Zehua Duo, Tian Lan, Xu Liu, Guanglai Gao, Xiangdong Su |
| 2026 | EvoMemKG: An Evolvable Memory Agent for Multi-hop Knowledge Graph Reasoning. | Shiyu Tian, Shuyue Xing, Zhuoxin Han, Caixia Yuan, Xiaojie Wang |
| 2026 | Domain-Specific Data Generation Framework for RAG Adaptation. | Chris Xing Tian, Weihao Xie, Zhen Chen, Hui Liu, Zhengyuan Yi, Haoliang Li, Shiqi Wang, Siwei Ma |
| 2026 | Beyond Literal Mapping: Benchmarking and Improving Non-Literal Translation Evaluation. | Yanzhi Tian, Cunxiang Wang, Zeming Liu, Heyan Huang, Wenbo Yu, Dawei Song, Jie Tang, Yuhang Guo |
| 2026 | Subgraph-Guided Executable Logical Form Generation for Knowledge Base Question Answering. | Yuhang Tian, Dandan Song, Zhijing Wu, Changzhi Zhou, Jun Yang, Huipeng Ma, Chenhao Li, Luan Zhang, Yading Li, Xudong Li, Shenxi Liu, Jing Jiang |
| 2026 | CogGen: A Cognitively Inspired Recursive Framework for Deep Research Report Generation. | Kuo Tian, Pengfei Sun, Zhen Wu, Junran Ding, Xinyu Dai |
| 2026 | GRASS: Gradient-based Adaptive Layer-wise Importance Sampling for Memory-efficient Large Language Model Fine-tuning. | Kaiyuan Tian, Linbo Qiao, Yu Tang, Gongqingjian Jiang, Baihui Liu, Yifu Gao, Xialin Su, Dongsheng Li |
| 2026 | TamEdit: Trajectory-Aware Meta-Learning for Specificity-Preserving Continual Knowledge Editing. | Shiqiang Tian, Cheng Ding, Qin Chen, Jie Zhou, Liang He |
| 2026 | ClaimDB: A Fact Verification Benchmark over Large Structured Data. | Michael Theologitis, Preetam Prabhu Srikar Dammu, Chirag Shah, Dan Suciu |
| 2026 | Quantifying the Impact of Translation Errors on Multilingual LLM Evaluation. | Klaudia Thellmann, Bernhard Stadler, Michael Frber, Jens Lehmann |
| 2026 | Think Like You Execute: Verifiable Chain of Thought from Program Traces. | Shailja Thakur, Vaibhav Saxena, Rohan Kulkarni, Shivdeep Singh, Parameswaran Selvam, Hiroshi Kanayama, Hima Patel |