| 2026 | Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation. | Minhua Lin, Zhengzhang Chen, Yanchi Liu, Xujiang Zhao, Zongyu Wu, Junxiang Wang, Xiang Zhang, Suhang Wang, Haifeng Chen |
| 2026 | Bias in the East, Bias in the West: A Bilingual Analysis of LLM Political Bias on U.S.- and China-Related Issues. | Ying Ying Lim, Paul Rttger |
| 2026 | SCoPE VLM: Selective Context Processing for Efficient Document Navigation in Vision-Language Models. | Gyubeum Lim, Yemo Koo, Vijay Krishna Madisetti |
| 2026 | Synthetic Data Fine-Tuning for Effective Team Formation in Enterprises. | Guilherme Drummond Lima, Adriano Veloso |
| 2026 | ThinkPilot: Steering Reasoning Models via Automated Think-prefixes Optimization. | Sunzhu Li, Zhiyu Lin, Jiale Zhao, Shuling Yang, Chen Wei |
| 2026 | STREAM-ZH: Simplified Topic Retrieval Exploration and Analysis Module for Chinese Language. | Hongyi Li, Jianjun Lian, Anton Frederik Thielmann, Andre Python |
| 2026 | Decoding the Market's Pulse: Context-Enriched Agentic Retrieval Augmented Generation for Predicting Post-Earnings Price Shocks. | Chenhui Li, Weihai Lu |
| 2026 | Test-Time Scaling of Reasoning Models for Machine Translation. | Zihao Li, Shaoxiong Ji, Jrg Tiedemann |
| 2026 | Martingale Foresight Sampling: A Principled Approach to Inference-Time LLM Decoding. | Huayu Li, Zhengxiao He, Siyuan Tian, Jinghao Wen, Ao Li |
| 2026 | Beyond a Single Extractor: Re-thinking HTML-to-Text Extraction for LLM Pre-training. | Jeffrey Li, Joshua P. Gardner, Doug Kang, Fangping Shi, Karanjeet Singh, Chun-Liang Li, Herumb Shandilya, David Leo Wright Hall, Oncel Tuzel, Percy Liang, Ludwig Schmidt, Hadi Pouransari, Fartash Faghri |
| 2026 | ToxiGAN: Toxic Data Augmentation via LLM-Guided Directional Adversarial Generation. | Peiran Li, Jan Fillies, Adrian Paschke |
| 2026 | Emotion Recognition in Multi-Speaker Conversations through Speaker Identification, Knowledge Distillation, and Hierarchical Fusion. | Xiao Li, Kotaro Funakoshi, Manabu Okumura |
| 2026 | CALE : Concept-Aligned Embeddings for Both Within-Lemma and Inter-Lemma Sense Differentiation. | Bastien Litard, Gabriel Loiseau |
| 2026 | Entropy-Gated Branching for Efficient Test-Time Reasoning. | Xianzhi Li, Ethan Callanan, Abdellah Ghassel, Xiaodan Zhu |
| 2026 | Translation via Annotation: A Computational Study of Translating Classical Chinese into Japanese. | Zilong Li, Jie Cao |
| 2026 | BeDiscovER: The Benchmark of Discourse Understanding in the Era of Reasoning Language Models. | Chuyuan Li, Giuseppe Carenini |
| 2026 | I-MCTS: Enhancing Agentic AutoML via Introspective Monte Carlo Tree Search. | Zujie Liang, Feng Wei, Wujiang Xu, Yuxi Qian, Lin Chen, Xinhui Wu |
| 2026 | Expanding the Boundaries of Vision Prior Knowledge in Multi-modal Large Language Models. | Qiao Liang, Yanjiang Liu, Weixiang Zhou, Ben He, Yaojie Lu, Hongyu Lin, Jia Zheng, Xianpei Han, Le Sun, Yingfei Sun |
| 2026 | Adaptive Helpfulness-Harmlessness Alignment with Preference Vectors. | Ren-Wei Liang, Chin-Ting Hsu, Chan-Hung Yu, Saransh Agrawal, Shih-Cheng Huang, Chieh-Yen Lin, Shang-Tse Chen, Kuan-Hao Huang, Shao-Hua Sun |
| 2026 | Classifying and Addressing the Diversity of Errors in Retrieval-Augmented Generation Systems. | Kin Kwan Leung, Mouloud Belbahri, Yi Sui, Alex Labach, Xueying Zhang, Stephen Rose, Jesse C. Cresswell |
| 2026 | Causal Direct Preference Optimization for Language Model Alignment. | Uyen Le, Thin Nguyen, Toan Nguyen, Toan Doan, Trung Le, Bac Le |
| 2026 | Token-Wise Kernels (TWiKers) for Vicinity-Aware Attention in Transformers. | Kuangdai Leng, Jia Bi, Samuel Pinilla, Jaehoon Cha |
| 2026 | Analysing the role of lexical and temporal information in turn-taking through predictability. | Sean Leishman, Sarenne Wallbridge, Peter Bell |
| 2026 | CareerPathKG: Knowledge Graph Integrated Framework for Career Intelligence. | Ngoc-Quang Le, Duc Duong Hoang, Mai-Vu Tran, Thi-Hai-Yen Vuong |
| 2026 | Knowing the Facts but Choosing the Shortcut: Understanding How Large Language Models Compare Entities. | Hans Hergen Lehmann, Jae Hee Lee, Steven Schockaert, Stefan Wermter |