| 2026 | EMA: An Episodic Memory Agent for Efficient and Selective Memory. | Hongyi Lan, Jiaqi Song, Zhengjia Zhong, Hui Li, Hong Liu, Xianming Lin, Rongrong Ji |
| 2026 | Make Mechanistic Interpretability Auditable: A Call to Develop Guidelines via Continuous Collaborative Reviewing. | Michael Lan, Narmeen Fatimah Oozeer, Chaithanya Bandi, Philip Quirke, Austin Meek, Fazl Barez, Amir Abdullah |
| 2026 | CEDAR: A Chinese Evaluation Dataset for Computational Argumentation. | Tian Lan, Jiang Li, Rong Yan, Feilong Bao, Weihua Wang, Guanglai Gao, Xiangdong Su |
| 2026 | Table-as-Search: Agentic Information Seeking is Table Completion. | Tian Lan, Felix Henry, Bin Zhu, Qianghuai Jia, Junyang Ren, Qihang Pu, Haijun Li, Longyue Wang, Zhao Xu, Weihua Luo |
| 2026 | Model in Distress: Sentiment Analysis on French Synthetic Social Media. | Pierre-Carl Langlais, Pavel Chizhov, Yannick Detrois, Carlos Rosas Hinostroza, Ivan P. Yamshchikov, Bastien Perroy |
| 2026 | LEAF: Towards Lightweight Explainable Hateful Video Detection via Self-Grounding CoT Guided Stage-Wise Distillation. | Jian Lang, Rongpei Hong, Meihui Zhong, Kaiju Li, Ting Zhong, Qiang Gao, Fan Zhou |
| 2026 | Which Pieces Does Unigram Tokenization Really Need? | Sander Land, Yuval Pinter |
| 2026 | CRISP: Compressing Redundancy in Chain-of-Thought via Intrinsic Saliency Pruning. | Yangsong Lan, Hongliang Dai, Piji Li |
| 2026 | Selective Contrastive Learning For Gloss Free Sign Language Translation. | Changhao Lai, Rui Zhao, Xuewen Zhong, Jinsong Su, Yidong Chen |
| 2026 | Stereotype Bias in a Bilingual Setting: A Culturally Grounded Evaluation in Kazakhstan. | Nurkhan Laiyk, Daniil Orel, Ayana Mussabayeva, Maiya Goloburda, Kamila Kuishibekova, Liya Goloburda, Diana Turmakhan, Preslav Nakov, Yuxia Wang, Fajri Koto |
| 2026 | RoleCDE: Benchmarking and Mitigating Role-Alignment Trade-offs in Role-Playing Agents. | Huayi Lai, Shichao Song, Simin Niu, Hanyu Wang, Jiawei Yang, Zhouxing Wang, Zhiqiang Yin, Xun Liang |
| 2026 | From Synthesis to Clinical Assistance: A Strategy-Aware Agent Framework for Autism Intervention based on Real Clinical Dataset. | Junhong Lai, Shuzhong Lai, Yanhao Yu, Wanlin Chen, Chenyu Yan, Haifeng Li, Lin Yao, Yueming Wang |
| 2026 | Temporal Leakage in Search-Engine Date-Filtered Web Retrieval: A Retrospective Forecasting Case Study. | Ali El Lahib, Ying-Jieh Xia, Zehan Li, Yuxuan Wang, Xinyu Pi |
| 2026 | Talking to a Know-It-All GPT or a Second-Guesser Claude? How Repair reveals distinct Multi-Turn Behavior in LLMs. | Clara Lachenmaier, Hannah Bultmann, Sina Zarrie |
| 2026 | ReasonIF: Large Reasoning Models Fail to Follow Instructions During Reasoning. | Yongchan Kwon, Shang Zhu, Federico Bianchi, Kaitlyn Zhou, James Zou |
| 2026 | Before Forgetting, Learn to Remember: Revisiting Foundational Learning Failures in LVLM Unlearning Benchmarks. | Junehyoung Kwon, MiHyeon Kim, Eunju Lee, JungMin Yun, Byeonggeuk Lim, YoungBin Kim |
| 2026 | Gap-K%: Measuring Top-1 Prediction Gap for Detecting Pretraining Data. | Minseo Kwak, Jaehyung Kim |
| 2026 | Parametric Knowledge is Not All You Need: Toward Honest Large Language Models via Retrieval of Pretraining Data. | Christopher Adrian Kusuma, Muhammad Reza Qorib, Hwee Tou Ng |
| 2026 | Dual Alignment Between Language Model Layers and Human Sentence Processing. | Tatsuki Kuribayashi, Alex Warstadt, Yohei Oseki, Ethan Gotlieb Wilcox |
| 2026 | CaRVE: Critiquing and Refining Visual Elaborations for Figurative Language Illustrations. | Manishit Kundu, Tejomay Kishor Padole, Sumit Shekhar, Biplab Banerjee, Pushpak Bhattacharyya |
| 2026 | Fine-Grained Analysis of Shared Syntactic Mechanisms in Language Models. | Ryoma Kumon, Hitomi Yanaka |
| 2026 | Human-Centered Supervision for Sentiment Analysis in Telugu: A Systematic Inquiry Beyond Accuracy. | Vallabhaneni Raj Kumar, Ashwin S, Supriya Manna, Niladri Sett, Cheedella V. S. N. M. S. Hema Harshitha, Kurakula Harshitha, Basina Deepakraj, Anand Kumar Sharma, Tanuj Sarkar, Samanthapudi Shakeer, Bondada Navaneeth Krishna |
| 2026 | Looking at Radiology Report Generation through a Causal Lens: A Survey. | Satyam Kumar, Kaustubh Shivshankar Shejole, Pushpak Bhattacharyya |
| 2026 | BhashaSutra: A Task-Centric Unified Survey of Indian NLP Datasets, Corpora, and Resources. | Raghvendra Kumar, Devankar Raj, Sriparna Saha |
| 2026 | Rolling Out Data Quality Overnight, without losing the plot: A Multi-Agent System for Speech Data Quality Management. | Rishabh Kumar, Abhinav Painuli, Chriss Philip Saji, Devesh Soni, Amrith Krishna, Ganesh Ramakrishnan |