Papers
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.
In-Context Learning (and Unlearning) of Length Biases
Stephanie Schoch, Yangfeng Ji
Padding Tone: A Mechanistic Analysis of Padding Tokens in T2I Models
Michael Toker, Ido Galil, Hadas Orgad et al.
Navigating the Cultural Kaleidoscope: A Hitchhiker’s Guide to Sensitivity in Large Language Models
Somnath Banerjee, Sayan Layek, Hari Shrawgi et al.
A Zero-Shot Open-Vocabulary Pipeline for Dialogue Understanding
Abdulfattah Safa, Gözde Gül Şahin
CAST: Corpus-Aware Self-similarity Enhanced Topic modelling
Yanan Ma, Chenghao Xiao, Chenhan Yuan et al.
Commonality and Individuality! Integrating Humor Commonality with Speaker Individuality for Humor Recognition
Haohao Zhu, Junyu Lu, Zeyuan Zeng et al.
PlagBench: Exploring the Duality of Large Language Models in Plagiarism Generation and Detection
Jooyoung Lee, Toshini Agrawal, Adaku Uchendu et al.
A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization
Haoxin Liu, Chenghao Liu, B. Aditya Prakash
Towards a Perspectivist Turn in Argument Quality Assessment
Julia Romberg, Maximilian Maurer, Henning Wachsmuth et al.
Is Your LLM Outdated? A Deep Look at Temporal Generalization
Chenghao Zhu, Nuo Chen, Yufei Gao et al.