Papers
Dovetail: A CPU/GPU Heterogeneous Speculative Decoding for LLM inference
Libo Zhang, Zhaoning Zhang, Xubaizhou et al.
Position: LLMs Can be Good Tutors in English Education
Jingheng Ye, Shen Wang, Deqing Zou et al.
Temporal Referential Consistency: Do LLMs Favor Sequences Over Absolute Time References?
Ashutosh Bajpai, Tanmoy Chakraborty
SQUAB: Evaluating LLM robustness to Ambiguous and Unanswerable Questions in Semantic Parsing
Simone Papicchio, Luca Cagliero, Paolo Papotti
Faster In-Context Learning for LLMs via N-Gram Trie Speculative Decoding
Jinglin Chen, Qiwei Li, Zuchao Li et al.
From Surveys to Narratives: Rethinking Cultural Value Adaptation in LLMs
Farid Adilazuarda, Chen Cecilia Liu, Iryna Gurevych et al.
Evaluating and Aligning Human Economic Risk Preferences in LLMs
Jiaxin Liu, Yixuan Tang, Yi Yang et al.
OMS: On-the-fly, Multi-Objective, Self-Reflective Ad Keyword Generation via LLM Agent
Bowen Chen, Zhao Wang, Shingo Takamatsu
Identifying Pre-training Data in LLMs: A Neuron Activation-Based Detection Framework
Hongyi Tang, Zhihao Zhu, Yi Yang
On Pruning State-Space LLMs
Tamer Ghattas, Michael Hassid, Roy Schwartz
Debatable Intelligence: Benchmarking LLM Judges via Debate Speech Evaluation
Noy Sternlicht, Ariel Gera, Roy Bar-Haim et al.
VisiPruner: Decoding Discontinuous Cross-Modal Dynamics for Efficient Multimodal LLMs
Yingqi Fan, Anhao Zhao, Jinlan Fu et al.
ExpandR: Teaching Dense Retrievers Beyond Queries with LLM Guidance
Sijia Yao, Pengcheng Huang, Zhenghao Liu et al.
ACING: Actor-Critic for Instruction Learning in Black-Box LLMs
Salma Kharrat, Fares Fourati, Marco Canini
Women, Infamous, and Exotic Beings: A Comparative Study of Honorific Usages in Wikipedia and LLMs for Bengali and Hindi
Sourabrata Mukherjee, Atharva Mehta, Sougata Saha et al.
Can LLMs Generate and Solve Linguistic Olympiad Puzzles?
Neh Majmudar, Elena Filatova
MolErr2Fix: Benchmarking LLM Trustworthiness in Chemistry via Modular Error Detection, Localization, Explanation, and Correction
Yuyang Wu, Jinhui Ye, Shuhao Zhang et al.
Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities
Xiaoyu Luo, Yiyi Chen, Johannes Bjerva et al.
3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection
Hongxin Ding, Yue Fang, Runchuan Zhu et al.
Mind the Gap: A Closer Look at Tokenization for Multiple-Choice Question Answering with LLMs
Mario Sanz-Guerrero, Minh Duc Bui, Katharina von der Wense
VocalNet: Speech LLMs with Multi-Token Prediction for Faster and High-Quality Generation
Yuhao Wang, Heyang Liu, Ziyang Cheng et al.
Beyond the Score: Uncertainty-Calibrated LLMs for Automated Essay Assessment
Ahmed Karim, Qiao Wang, Zheng Yuan
Who Holds the Pen? Caricature and Perspective in LLM Retellings of History
Lubna Zahan Lamia, Mabsur Fatin Bin Hossain, Md Mosaddek Khan
DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs
Minxuan Lv, Zhenpeng Su, Leiyu Pan et al.
Rescorla-Wagner Steering of LLMs for Undesired Behaviors over Disproportionate Inappropriate Context
Rushi Wang, Jiateng Liu, Cheng Qian et al.