| 2026 | Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact. | Hyunji Lee, Seunghyun Yoon, Yunjae Won, Hanseok Oh, Geewook Kim, Trung Bui, Franck Dernoncourt, Elias Stengel-Eskin, Mohit Bansal, Minjoon Seo |
| 2026 | Morpheme Matters: Morpheme-Based Subword Tokenization for Korean Language Models. | Donghyeok Lee, Jeongyeon Park, Kyungbeen Cho, Jae Sung Lee |
| 2026 | FOL-Traces: Verified First-Order Logic Reasoning Traces at Scale. | Isabelle Lee, Sarah Liaw, Dani Yogatama |
| 2026 | VisDoT : Enhancing Visual Reasoning through Human-Like Interpretation Grounding and Decomposition of Thought. | Eunsoo Lee, Jeongwoo Lee, Minki Hong, Jangho Choi, Jihie Kim |
| 2026 | ToxiPrompt: A Two-Stage Red-Teaming Approach for Balancing Adversarial Prompt Diversity and Response Toxicity. | Seungho Lee, Kyumin Lee |
| 2026 | Unified Multimodal Interleaved Document Representation for Retrieval. | Jaewoo Lee, Joonho Ko, Jinheon Baek, Soyeong Jeong, Sung Ju Hwang |
| 2026 | TABED: Test-Time Adaptive Ensemble Drafting for Robust Speculative Decoding in LVLMs. | Minjae Lee, Wonjun Kang, Byeongkeun Ahn, Christian Classen, Kevin Galim, Seunghyuk Oh, Minghao Yan, Hyung Il Koo, Kangwook Lee |
| 2026 | TAGQuant: Token-Aware Clustering for Group-Wise Quantization. | Jaeseong Lee, Seung-won Hwang, Aurick Qiao, Zhewei Yao, Yuxiong He |
| 2026 | Hospitality-VQA: Decision-Oriented Informativeness Evaluation for Vision-Language Models. | Jeongwoo Lee, Baek Duhyeong, Eungyeol Han, Soyeon Shin, Gukin Han, Seungduk Kim, Jaehyun Jeon, Taewoo Jeong |
| 2026 | MapCoder-Lite: Distilling Multi-Agent Coding into a Single Small LLM. | Woongkyu Lee, Junhee Cho, Jungwook Choi |
| 2026 | Detecting (Un)answerability in Large Language Models with Linear Directions. | Maor Juliet Lavi, Tova Milo, Mor Geva |
| 2026 | Luth: Efficient French Specialization for Small Language Models and Cross-Lingual Transfer. | Maxence Lasbordes, Sinou Gad |
| 2026 | Strong Memory, Weak Control: An Empirical Study of Executive Functioning in LLMs. | Karin de Langis, Jong Inn Park, Khanh Chi Le, Andreas Schramm, Andrew Elfenbein, Michael C. Mensink, Dongyeop Kang |
| 2026 | Mary, the Cheeseburger-Eating Vegetarian: Do LLMs Recognize Incoherence in Narratives? | Karin de Langis, Pren ncel, Ryan Peters, Andrew Elfenbein, Laura Kristen Allen, Andreas Schramm, Dongyeop Kang |
| 2026 | ATOM: AdapTive and OptiMized dynamic temporal knowledge graph construction using LLMs. | Yassir Lairgi, Ludovic Moncla, Khalid Benabdeslem, Rmy Cazabet, Pierre Clau |
| 2026 | Detecting Winning Arguments with Large Language Models and Persuasion Strategies. | Tiziano Labruna, Arkadiusz Modzelewski, Giorgio Satta, Giovanni Da San Martino |
| 2026 | Funny or Persuasive, but Not Both: Evaluating Fine-Grained Multi-Concept Control in LLMs. | Arya Labroo, Ivaxi Sheth, Vyas Raina, Amaani Ahmed, Mario Fritz |
| 2026 | Polyglots or Multitudes? Multilingual LLM Answers to Value-laden Multiple-Choice Questions. | Lo Labat, tienne Ollion, Franois Yvon |
| 2026 | On the Interplay between Human Label Variation and Model Fairness. | Kemal Kurniawan, Meladel Mistica, Timothy Baldwin, Jey Han Lau |
| 2026 | Evidential Semantic Entropy for LLM Uncertainty Quantification. | Lucie Kunitomo-Jacquin, Edison Marrese-Taylor, Ken Fukuda, Masahiro Hamasaki |
| 2026 | Enhancing User Safety: Context-Aware Detection of Offensive Query-Ad Pairs in Multimodal Search Advertising. | Gaurav Kumar, Qiangjian Xi, Tanmaya Shekhar Dabral, Hooshang Ghasemi, Abishek Krishnamoorthy, Danqing Fu, Rui Min, Emilio R. Antnez, Zhongli Ding, Pradyumna Narayana |
| 2026 | Post-ASR Correction in Hindi: Comparing Language Models and Large Language Models in Low-Resource Scenarios. | Rishabh Kumar, Amrith Krishna, Ganesh Ramakrishnan, Preethi Jyothi |
| 2026 | SrcMix: Mixing of Related Source Languages Benefits Extremely Low-resource Machine Translation. | Sanjeev Kumar, Preethi Jyothi, Pushpak Bhattacharyya |
| 2026 | Thesis Proposal: Stability-Aware, Evidence-Grounded Knowledge Graph for Substance Use Disorders and Social Determinants of Health. | Gautham Vijay Kumar |
| 2026 | The Subtle Art of Defection: Understanding Uncooperative Behaviors in LLM based Multi-Agent Systems. | Devang Kulshreshtha, Wanyu Du, Raghav Jain, Srikanth Doss, Hang Su, Sandesh Swamy, Yanjun Qi |