Papers
Can you map it to English? The Role of Cross-Lingual Alignment in the Multilingual Performance of LLMs
Kartik Ravisankar, HyoJung Han, Sarah Wiegreffe et al.
LaCoMSA: Language-Consistency Multilingual Self-Alignment with Latent Representation Rewarding
Khanh-Tung Tran, Barry O'Sullivan, Hoang D. Nguyen
Calibrating Beyond English: Language Diversity for Better Quantized Multilingual LLMs
Everlyn Asiko Chimoto, Mostafa Elhoushi, Bruce Bassett
Knowing the Facts but Choosing the Shortcut: Understanding How Large Language Models Compare Entities
Hans Hergen Lehmann, Jae Hee Lee, Steven Schockaert et al.
Cross-lingual and Word-Independent Methods for Quantifying Degree of Grammaticalization
Ryo Nagata, Daichi Mochihashi, Misato Ido et al.
Unlocking Latent Discourse Translation in LLMs Through Quality-Aware Decoding
Wafaa Mohammed, Vlad Niculae, Chrysoula Zerva
Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing
Shigeng Chen, Linhao Luo, Zhangchi Qiu et al.
Taxation Perspectives from Large Language Models: A Case Study on Additional Tax Penalties
Eunkyung Choi, Young Jin Suh, Siun Lee et al.
Steering Large Language Models for Machine Translation Personalization
Daniel Scalena, Gabriele Sarti, Arianna Bisazza et al.
Document-Level Zero-Shot Relation Extraction with Entity Side Information
Mohan Raj, Lay-Ki Soon, Huey Fang Ong et al.
BLEnD-Vis: Benchmarking Multimodal Cultural Understanding in Vision Language Models
Bryan Chen Zhengyu Tan, Weihua Zheng, Zhengyuan Liu et al.
Where Do LLMs Compose Meaning? A Layerwise Analysis of Compositional Robustness
Nura Aljaafari, Danilo Carvalho, Andre Freitas
Re2-DocRED: Revisiting Revisited-DocRED for Joint Entity and Relation Extraction
Chen Kim Heng, Shao Wen Tong, Julian Wong Wei Sheng
ARREST: Adversarial Resilient Regulation Enhancing Safety and Truth in Large Language Models
Sharanya Dasgupta, Arkaprabha Basu, Sujoy Nath et al.
Word Surprisal Correlates with Sentential Contradiction in LLMs
Ning Shi, Bradley Hauer, David Basil et al.
Attribution-Guided Multi-Object Hallucination and Bias Detection in Vision-Language Models
Sirat Samyoun, Yingtai Xiao, Jian Du
Chat-Ghosting: Methods for Auto-Completion in Dialog Systems
Anubhab Mandal, Sandeep Mishra, Bishal Santra et al.
Confidence-Calibrated Small-Large Language Model Collaboration for Cost-Efficient Reasoning
Chuang Zhang, Zizhen Zhu, Yihao Wei et al.
BeDiscovER: The Benchmark of Discourse Understanding in the Era of Reasoning Language Models
Chuyuan Li, Giuseppe Carenini
GAST: Gradient-aligned Sparse Tuning of Large Language Models with Data-layer Selection
Kai Yao, Zhenghan Song, Kaixin Wu et al.
CHROMIC: Chronological Reasoning Across Multi-Panel Comics
Bingxuan Hou, Jiayi Lin, Chenyang Zhang et al.
Don’t Generate, Classify! Low-Latency Prompt Optimization with Structured Complementary Prompt
Hee-Soo Kim, Jun-Young Kim, Jeong-Hwan Lee et al.
RAGPPI: Retrieval-Augmented Generation Benchmark for Protein–Protein Interactions in Drug Discovery
Youngseung Jeon, Ziwen Li, Thomas Li et al.
Zer0-Jack: A memory-efficient gradient-based jailbreaking method for black box Multi-modal Large Language Models
Tiejin Chen, Kaishen Wang, Hua Wei
Prompt-driven Detection of Offensive Urdu Language using Large Language Models
Iffat Maab, Usman Haider, Junichi Yamagishi