Papers
MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing
Vlad Andrei Negru, Robert Vacareanu, Camelia Lemnaru et al.
Large Language Models Are Better Logical Fallacy Reasoners with Counterargument, Explanation, and Goal-Aware Prompt Formulation
Jiwon Jeong, Hyeju Jang, Hogun Park
Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning
Xinglin Wang, Shaoxiong Feng, Yiwei Li et al.
What can Large Language Models Capture about Code Functional Equivalence?
Nickil Maveli, Antonio Vergari, Shay B Cohen
Large Language Models Reflect Human Citation Patterns with a Heightened Citation Bias
Andres Algaba, Carmen Mazijn, Vincent Holst et al.
BanNERD: A Benchmark Dataset and Context-Driven Approach for Bangla Named Entity Recognition
Md. Motahar Mahtab, Faisal Ahamed Khan, Md. Ekramul Islam et al.
AutoBreach: Universal and Adaptive Jailbreaking with Efficient Wordplay-Guided Optimization via Multi-LLMs
Jiawei Chen, Xiao Yang, Zhengwei Fang et al.
Guideline Compliance in Task-Oriented Dialogue: The Chained Prior Approach
Xiangyu Wen, Jianyuan Zhong, Zhijian Xu et al.
Aligning Black-box Language Models with Human Judgments
Gerrit J.j. Van Den Burg, Gen Suzuki, Wei Liu et al.
On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation Systems
Juraj Vladika, Florian Matthes
LOFT: Scalable and More Realistic Long-Context Evaluation
Jinhyuk Lee, Anthony Chen, Zhuyun Dai et al.
LLMs for Extremely Low-Resource Finno-Ugric Languages
Taido Purason, Hele-Andra Kuulmets, Mark Fishel
Beyond the Mode: Sequence-Level Distillation of Multilingual Translation Models for Low-Resource Language Pairs
Aarón Galiano-Jiménez, Juan Antonio Pérez-Ortiz, Felipe Sánchez-Martínez et al.
Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation
Luca Moroni, Giovanni Puccetti, Pere-Lluís Huguet Cabot et al.
VisualCoder: Guiding Large Language Models in Code Execution with Fine-grained Multimodal Chain-of-Thought Reasoning
Cuong Le Chi, Chau Truong Vinh Hoang, Phan Nhật Huy et al.
kNN For Whisper And Its Effect On Bias And Speaker Adaptation
Maya K. Nachesa, Vlad Niculae
Dynamic Guided and Domain Applicable Safeguards for Enhanced Security in Large Language Models
Weidi Luo, He Cao, Zijing Liu et al.
MMLF: Multi-query Multi-passage Late Fusion Retrieval
Yuan-Ching Kuo, Yi Yu, Chih-Ming Chen et al.
Exploring Backward Reasoning in Large Language Models
Leonardo Ranaldi, Giulia Pucci
Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction
Shengbin Yue, Ting Huang, Zheng Jia et al.
As easy as PIE: understanding when pruning causes language models to disagree
Pietro Tropeano, Maria Maistro, Tuukka Ruotsalo et al.
Breaking ReAct Agents: Foot-in-the-Door Attack Will Get You In
Itay Nakash, George Kour, Guy Uziel et al.
Investigating the Zone of Proximal Development of Language Models for In-Context Learning
Peng Cui, Mrinmaya Sachan
Text Annotation via Inductive Coding: Comparing Human Experts to LLMs in Qualitative Data Analysis
Angelina Parfenova, Andreas Marfurt, Jürgen Pfeffer et al.
Unleashing Multi-Hop Reasoning Potential in Large Language Models through Repetition of Misordered Context
Sangwon Yu, Ik-hwan Kim, Jongyoon Song et al.