Papers
ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification
Yaswanth M, Vaibhav Singh, Ayush Maheshwari et al.
SOLID: Self-seeding and Multi-intent Self-instructing LLMs for Generating Intent-aware Information-Seeking Dialogs
Arian Askari, Roxana Petcu, Chuan Meng et al.
DiPT: Enhancing LLM Reasoning through Diversified Perspective-Taking
Hoang Anh Just, Mahavir Dabas, Lifu Huang et al.
Weight-based Analysis of Detokenization in Language Models: Understanding the First Stage of Inference Without Inference
Go Kamoda, Benjamin Heinzerling, Tatsuro Inaba et al.
Beyond Under-Alignment: Atomic Preference Enhanced Factuality Tuning for Large Language Models
Hongbang Yuan, Yubo Chen, Pengfei Cao et al.
CAPE: A Chinese Dataset for Appraisal-based Emotional Generation in Large Language Models
June M. Liu, He Cao, Renliang Sun et al.
Discrete Diffusion Language Model for Efficient Text Summarization
Do Huu Dat, Duc Anh Do, Anh Tuan Luu et al.
MRE-MI: A Multi-image Dataset for Multimodal Relation Extraction in Social Media Posts
Shizhou Huang, Bo Xu, Changqun Li 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