Papers
MRE-MI: A Multi-image Dataset for Multimodal Relation Extraction in Social Media Posts
Shizhou Huang, Bo Xu, Changqun Li et al.
ProverbEval: Exploring LLM Evaluation Challenges for Low-resource Language Understanding
Israel Abebe Azime, Atnafu Lambebo Tonja, Tadesse Destaw Belay et al.
Selective Self-to-Supervised Fine-Tuning for Generalization in Large Language Models
Sonam Gupta, Yatin Nandwani, Asaf Yehudai et al.
Dynamic Feature Fusion for Sign Language Translation Using HyperNetworks
Ruiquan Zhang, Rui Zhao, Zhicong Wu et al.
Modeling the Differential Prevalence of Online Supportive Interactions in Private Instant Messages of Adolescents
Ondrej Sotolar, Michał Tkaczyk, Jaromír Plhák et al.
Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion
Guoliang Zhu, Tao Ren, Dandan Wang et al.
Automatic Annotation Augmentation Boosts Translation between Molecules and Natural Language
Zhiqiang Zhong, Simon Sataa-Yu Larsen, Haoyu Guo et al.
M-IFEval: Multilingual Instruction-Following Evaluation
Antoine Dussolle, Andrea Cardeña Díaz, Shota Sato et al.
From Intentions to Techniques: A Comprehensive Taxonomy and Challenges in Text Watermarking for Large Language Models
Harsh Nishant Lalai, Aashish Anantha Ramakrishnan, Raj Sanjay Shah et al.
Learning to Search Effective Example Sequences for In-Context Learning
Xiang Gao, Ankita Sinha, Kamalika Das
SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast Asia
Chaoqun Liu, Wenxuan Zhang, Jiahao Ying et al.
Ignore the KL Penalty! Boosting Exploration on Critical Tokens to Enhance RL Fine-Tuning
Jean Vassoyan, Nathanaël Beau, Roman Plaud
Adapting LLM Agents with Universal Communication Feedback
Kuan Wang, Yadong Lu, Michael Santacroce et al.
PLD+: Accelerating LLM Inference by Leveraging Language Model Artifacts
Shwetha Somasundaram, Anirudh Phukan, Apoorv Saxena
Can I Introduce My Boyfriend to My Grandmother? Evaluating Large Language Models Capabilities on Iranian Social Norm Classification
Hamidreza Saffari, Mohammadamin Shafiei, Donya Rooein et al.
Dynamic Strategy Planning for Efficient Question Answering with Large Language Models
Tanmay Parekh, Pradyot Prakash, Alexander Radovic et al.
SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine
Xiaochen Wang, Junqing He, Liang Chen et al.
Time-aware ReAct Agent for Temporal Knowledge Graph Question Answering
Qianyi Hu, Xinhui Tu, Cong Guo et al.
Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey
Ruiyao Xu, Kaize Ding
Keep Guessing? When Considering Inference Scaling, Mind the Baselines
Gal Yona, Or Honovich, Omer Levy et al.
Long-Tail Crisis in Nearest Neighbor Language Models
Yuto Nishida, Makoto Morishita, Hiroyuki Deguchi et al.
Find the Intention of Instruction: Comprehensive Evaluation of Instruction Understanding for Large Language Models
Hyeonseok Moon, Jaehyung Seo, Seungyoon Lee et al.
Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG
Kushagra Bhushan, Yatin Nandwani, Dinesh Khandelwal et al.
Ask Optimal Questions: Aligning Large Language Models with Retriever’s Preference in Conversation
Chanwoong Yoon, Gangwoo Kim, Byeongguk Jeon et al.