Papers
EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning
Sanchit Ahuja, Praneetha Vaddamanu, Barun Patra
Linguistic Alignment Predicts Learning in Small Group Tutoring Sessions
Dorothea French, Robert Moulder, Kelechi Ezema et al.
Teaching Language Models To Gather Information Proactively
Tenghao Huang, Sihao Chen, Muhao Chen et al.
AfroXLMR-Social: Adapting Pre-trained Language Models for African Languages Social Media Text
Tadesse Destaw Belay, Israel Abebe Azime, Ibrahim Said Ahmad et al.
Can Multiple Responses from an LLM Reveal the Sources of Its Uncertainty?
Yang Nan, Pengfei He, Ravi Tandon et al.
Identifying Noise in Human-Created Datasets using Training Dynamics from Generative Models
Maeda Hanafi, Ishan Jindal, Yannis Katsis et al.
A Comprehensive Taxonomy of Negation for NLP and Neural Retrievers
Roxana Petcu, Samarth Bhargav, Maarten de Rijke et al.
LLMs for Bayesian Optimization in Scientific Domains: Are We There Yet?
Rushil Gupta, Jason Hartford, Bang Liu
Zipf’s and Heaps’ Laws for Tokens and LLM-generated Texts
Nikolay Mikhaylovskiy
The Price of Format: Diversity Collapse in LLMs
Longfei Yun, Chenyang An, Zilong Wang et al.
ULTRABENCH: Benchmarking LLMs under Extreme Fine-grained Text Generation
Longfei Yun, Letian Peng, Jingbo Shang
FLAIRR-TS - Forecasting LLM-Agents with Iterative Refinement and Retrieval for Time Series
Gunjan Jalori, Preetika Verma, Sercan O Arik
Unlocking Legal Knowledge: A Multilingual Dataset for Judicial Summarization in Switzerland
Luca Rolshoven, Vishvaksenan Rasiah, Srinanda Brügger Bose et al.
Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter
Weixiang Zhao, Xingyu Sui, Xinyang Han et al.
ConText-LE: Cross-Distribution Generalization for Longitudinal Experiential Data via Narrative-Based LLM Representations
Ahatsham Hayat, Bilal Khan, Mohammad Rashedul Hasan
Efficient Layer-wise LLM Fine-tuning for Revision Intention Prediction
Zhexiong Liu, Diane Litman
Exploring Paraphrasing Strategies for CEFR A1-Level Constraints in LLMs
Eugenio Marzona, Maria Goikhman, Alessio Palmero Aprosio et al.
Token-Level Metrics for Detecting Incorrect Gold Annotations in Named Entity Recognition
Elena Merdjanovska, Alan Akbik
Adapting Large Language Models for Character-based Augmentative and Alternative Communication
Dylan Gaines, Keith Vertanen
LLMs Can Compensate for Deficiencies in Visual Representations
Sho Takishita, Jay Gala, Abdelrahman Mohamed et al.
Will Annotators Disagree? Identifying Subjectivity in Value-Laden Arguments
Amir Homayounirad, Enrico Liscio, Tong Wang et al.
A Survey on Multi-modal Intent Recognition: Recent Advances and New Frontiers
Zhihong Zhu, Fan Zhang, Yunyan Zhang et al.
X-LeBench: A Benchmark for Extremely Long Egocentric Video Understanding
Wenqi Zhou, Kai Cao, Hao Zheng et al.
BiasFilter: An Inference-Time Debiasing Framework for Large Language Models
Xiaoqing Cheng, Ruizhe Chen, Hongying Zan et al.