Papers
Mitigating Causal Bias in LLMs via Potential Outcomes Framework and Actual Causality Theory
Yiheng Zhao, Yuanliang Li, Shreya Savant et al.
PATS: Personality-Aware Teaching Strategies with Large Language Model Tutors
Donya Rooein, Sankalan Pal Chowdhury, Mariia Eremeeva et al.
The Curse of Verbalization: How Presentation Order Constrains LLM Reasoning
Yue Zhou, Henry Peng Zou, Barbara Di Eugenio et al.
Knowing What’s Missing: Assessing Information Sufficiency in Question Answering
Akriti Jain, Aparna Garimella
Can ChatGPT Really Understand Modern Chinese Poetry?
Shanshan Wang, Derek F. Wong, Jingming Yao et al.
A Scalable Framework for Automated NER Annotation Correction in Low-Resource Languages
Toqeer Ehsan, Thamar Solorio
Revealing Redundant Syntax in Large Language Models through Multi-Hop Dependency Paths
Masaki Sashida, Takeshi Kojima, Yusuke Iwasawa et al.
Demystifying Mixed Outcomes of Self-Training: Pre-training Analyses on Non-Toy LLMs
Yusuke Nakamura, Hirokazu Kiyomaru, Chaoran Liu et al.
Emotion Recognition in Multi-Speaker Conversations through Speaker Identification, Knowledge Distillation, and Hierarchical Fusion
Li Xiao, Kotaro Funakoshi, Manabu Okumura
ReBPE: Iteratively Improving the Internal Structure of a Structured Tokeniser by Mining its Internal Structure
Thomas Bauwens, Miryam de Lhoneux
ReciFine: Finely Annotated Recipe Dataset for Controllable Recipe Generation
Nuhu Ibrahim, Rishi Ravikumar, Robert Stevens et al.
Attribute-Controlled Translation with Preference Optimization
Inigo Jauregi Unanue, Najmeh Sadoughi, Vimal Bhat et al.
VIGiA: Instructional Video Guidance via Dialogue Reasoning and Retrieval
Diogo Glória-Silva, David Semedo, Joao Magalhaes
Marking Code Without Breaking It: Code Watermarking for Detecting LLM-Generated Code
Jungin Kim, Shinwoo Park, Yo-Sub Han
KGHaluBench: A Knowledge Graph-Based Hallucination Benchmark for Evaluating the Breadth and Depth of LLM Knowledge
Alex Robertson, Huizhi Liang, Mahbub Gani et al.
TABED: Test-Time Adaptive Ensemble Drafting for Robust Speculative Decoding in LVLMs
Minjae Lee, Wonjun Kang, Byeongkeun Ahn et al.
Science Across Languages: Assessing LLM Multilingual Translation of Scientific Papers
Hannah Calzi Kleidermacher, James Zou
SLANG-GraphRAG: Multi-Layered Retrieval with Domain-Specific Knowledge for Low Resource Social Media Conversations
Ifeoluwa Wuraola, Daniel Marciniak, Nina Dethlefs
Similar Region Search using LLMs on Spatial Feature Space
Al-Amin Sany, Mohaiminul Islam, Tanzima Hashem et al.
Beyond Multiple Choice: Evaluating Steering Vectors for Summarization
Joschka Braun, Carsten Eickhoff, Seyed Ali Bahrainian
The Problem of Ambiguity in Table Question Answering
Jorge Osés Grijalba, L. Alfonso Ureña, Eugenio Martínez-Cámara et al.
BitBypass: A New Direction in Jailbreaking Aligned Large Language Models with Bitstream Camouflage
Kalyan Nakka, Nitesh Saxena
MOSAIC: Masked Objective with Selective Adaptation for In-domain Contrastive Learning
Vera Pavlova, Mohammed Makhlouf
Evaluating Morphological Plausibility of Subword Tokenization via Statistical Alignment with Morpho-Syntactic Features
Abishek Stephen, Jindřich Libovický
What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects
Naihao Deng, Sheng Zhang, Henghui Zhu et al.