Papers
PoisonedParrot: Subtle Data Poisoning Attacks to Elicit Copyright-Infringing Content from Large Language Models
Michael-Andrei Panaitescu-Liess, Pankayaraj Pathmanathan, Yigitcan Kaya et al.
Making Language Models Robust Against Negation
MohammadHossein Rezaei, Eduardo Blanco
Teaching Models to Balance Resisting and Accepting Persuasion
Elias Stengel-Eskin, Peter Hase, Mohit Bansal
Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models
Nikhil Sharma, Kenton Murray, Ziang Xiao
HMT: Hierarchical Memory Transformer for Efficient Long Context Language Processing
Zifan He, Yingqi Cao, Zongyue Qin et al.
Reading between the Lines: Can LLMs Identify Cross-Cultural Communication Gaps?
Sougata Saha, Saurabh Kumar Pandey, Harshit Gupta et al.
Meta-Cultural Competence: Climbing the Right Hill of Cultural Awareness
Sougata Saha, Saurabh Kumar Pandey, Monojit Choudhury
Sneaking Syntax into Transformer Language Models with Tree Regularization
Ananjan Nandi, Christopher D Manning, Shikhar Murty
Follow the Beaten Path: The Role of Route Patterns on Vision-Language Navigation Agents Generalization Abilities
Kourosh T Baghaei, Dieter Pfoser, Antonios Anastasopoulos
Large Language Models for Persian-English Idiom Translation
Sara Rezaeimanesh, Faezeh Hosseini, Yadollah Yaghoobzadeh
Scaling LLM Inference Efficiently with Optimized Sample Compute Allocation
Kexun Zhang, Shang Zhou, Danqing Wang et al.
PicPersona-TOD : A Dataset for Personalizing Utterance Style in Task-Oriented Dialogue with Image Persona
Jihyun Lee, Yejin Jeon, Seungyeon Seo et al.
CROPE: Evaluating In-Context Adaptation of Vision and Language Models to Culture-Specific Concepts
Malvina Nikandrou, Georgios Pantazopoulos, Nikolas Vitsakis et al.
A Data-Driven Method for Analyzing and Quantifying Lyrics-Dance Motion Relationships
Kento Watanabe, Masataka Goto
Evaluating the Prompt Steerability of Large Language Models
Erik Miehling, Michael Desmond, Karthikeyan Natesan Ramamurthy et al.
Getting More Juice Out of Your Data: Hard Pair Refinement Enhances Visual-Language Models Without Extra Data
Haonan Wang, Minbin Huang, Runhui Huang et al.
Functional Lexicon in Subword Tokenization
Zachary William Hopton, Yves Scherrer, Tanja Samardzic
Enhancing Language Model Hypernetworks with Restart: A Study on Optimization
Yihan Zhang, Jie Fu, Rongrong Ji et al.
A Survey of NLP Progress in Sino-Tibetan Low-Resource Languages
Shuheng Liu, Michael Best
LLMs as Meta-Reviewers’ Assistants: A Case Study
Eftekhar Hossain, Sanjeev Kumar Sinha, Naman Bansal et al.
Towards Robust Knowledge Representations in Multilingual LLMs for Equivalence and Inheritance based Consistent Reasoning
Gaurav Arora, Srujana Merugu, Shreya Jain et al.
LRQ: Optimizing Post-Training Quantization for Large Language Models by Learning Low-Rank Weight-Scaling Matrices
Jung Hyun Lee, Jeonghoon Kim, June Yong Yang et al.
Empowering Retrieval-based Conversational Recommendation with Contrasting User Preferences
Heejin Kook, Junyoung Kim, Seongmin Park et al.
AdTEC: A Unified Benchmark for Evaluating Text Quality in Search Engine Advertising
Peinan Zhang, Yusuke Sakai, Masato Mita et al.