Papers
BSCodec: A Band-Split Neural Codec for High-Quality Universal Audio Reconstruction
Haoran Wang, Jiatong Shi, Jinchuan Tian et al.
Jailbreaking Safeguarded Text-to-Image Models via Large Language Models
Zhengyuan Jiang, Yuepeng Hu, Yuchen Yang et al.
Reducing Hallucinations in Language Model-based SPARQL Query Generation Using Post-Generation Memory Retrieval
Aditya Sharma, Christopher Pal, Amal Zouaq
Improving Language Identification for Code-Switched Speech: The Pivotal Role of Accented English
Adyasha Patra, Dhiraj Kumar Sah, Preethi Jyothi
Pretraining Language Models for Diachronic Linguistic Change Discovery
Elisabeth Fittschen, Sabrina Xin Li, Tom Lippincott et al.
SpARK: An Embarrassingly Simple Sparse Watermarking in LLMs with Enhanced Text Quality
Duy Cao Hoang, Thanh Quoc Hung Le, Rui Chu et al.
Linguistic Cues for LLM-based Implicit Discourse Relation Classification
Yi Fan, Michael Strube, Wei Liu
Toward Safe and Human-Aligned Game Conversational Recommendation via Multi-Agent Decomposition
Zheng Hui, Xiaokai Wei, Yexi Jiang et al.
PEAR: Planner-Executor Agent Robustness Benchmark
Shen Dong, Mingxuan Zhang, Pengfei He et al.
Rethinking Schema Linking: A Context-Aware Bidirectional Retrieval Approach for Text-to-SQL
Md Mahadi Hasan Nahid, Davood Rafiei, Weiwei Zhang et al.
ExpressivityBench: Can LLMs Communicate Implicitly?
Joshua Tint, Som Sagar, Aditya Taparia et al.
Debiasing Large Language Models via Adaptive Causal Prompting with Sketch-of-Thought
Bowen Li, Ziqi Xu, Jing Ren et al.
MAPRO: Recasting Multi-Agent Prompt Optimization as Maximum a Posteriori Inference
Zheyuan Zhang, Lin Ge, Hongjiang Li et al.
Parameter-Efficient Routed Fine-Tuning: Mixture-of-Experts Demands Mixture of Adaptation Modules
Yilun Liu, Yunpu Ma, Yuetian Lu et al.
MATH-IDN: A Multilingual Mathematical Problem Solving Dataset Featuring Local Languages in Indonesia
Xiao Xiao, Iftitahu Ni'mah, Yuyun Wabula et al.
HARM: Learning Hate-Aware Reward Model for Evaluating Natural Language Explanations of Offensive Content
Lorenzo Puppi Vecchi, Alceu De Souza Britto Jr., Emerson Cabrera Paraiso et al.
Language Model-Driven Data Pruning Enables Efficient Active Learning
Abdul Hameed Azeemi, Ihsan Ayyub Qazi, Agha Ali Raza
RiddleBench: A New Generative Reasoning Benchmark for LLMs
Deepon Halder, Alan Saji, Thanmay Jayakumar et al.
FedReFT: Federated Representation Fine-Tuning with All-But-Me Aggregation
Fatema Siddika, Md Anwar Hossen, Juan Pablo Munoz et al.
Efficient Table Retrieval and Understanding with Multimodal Large Language Models
Zhuoyan Xu, Haoyang Fang, Boran Han et al.
QueerGen: How LLMs Reflect Societal Norms on Gender and Sexuality in Sentence Completion Task
Mae Sosto, Delfina S. Martinez Pandiani, Laura Hollink
QFrBLiMP: a Quebec-French Benchmark of Linguistic Minimal Pairs
David Beauchemin, Pier-Luc Veilleux, Richard Khoury et al.
How Many Ratings per Item are Necessary for Reliable Significance Testing?
Christopher M Homan, Flip Korn, Deepak Pandita et al.
Towards Fair and Efficient De-identification: Quantifying the Efficiency and Generalizability of De-identification Approaches
Noopur Zambare, Kiana Aghakasiri, Carissa Lin et al.
JuriFindIT: an Italian legal retrieval dataset
Niko Dalla Noce, Davide Colla, Sina Farhang Doust et al.