Papers
Racing Thoughts: Explaining Contextualization Errors in Large Language Models
Michael A. Lepori, Michael Curtis Mozer, Asma Ghandeharioun
CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-Checking
Delvin Ce Zhang, Dongwon Lee
Prepending or Cross-Attention for Speech-to-Text? An Empirical Comparison
Tsz Kin Lam, Marco Gaido, Sara Papi et al.
The Power of Many: Multi-Agent Multimodal Models for Cultural Image Captioning
Longju Bai, Angana Borah, Oana Ignat et al.
Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective
Shenglai Zeng, Jiankun Zhang, Bingheng Li et al.
Benchmarking Failures in Tool-Augmented Language Models
Eduardo Treviño, Hugo Contant, James Ngai et al.
Intrinsic Bias is Predicted by Pretraining Data and Correlates with Downstream Performance in Vision-Language Encoders
Kshitish Ghate, Isaac Slaughter, Kyra Wilson et al.
ReGLA: Refining Gated Linear Attention
Peng Lu, Ivan Kobyzev, Mehdi Rezagholizadeh et al.
Multi-Conditional Ranking with Large Language Models
Pouya Pezeshkpour, Estevam Hruschka
A Bayesian Optimization Approach to Machine Translation Reranking
Julius Cheng, Maike Züfle, Vilém Zouhar et al.
FactTrack: Time-Aware World State Tracking in Story Outlines
Zhiheng Lyu, Kevin Yang, Lingpeng Kong et al.
Probe-Free Low-Rank Activation Intervention
Chonghe Jiang, Bao Nguyen, Anthony Man-Cho So et al.
Have LLMs Reopened the Pandora’s Box of AI-Generated Fake News?
Xinyu Wang, Wenbo Zhang, Sai Koneru et al.
Benchmarking Language Model Creativity: A Case Study on Code Generation
Yining Lu, Dixuan Wang, Tianjian Li et al.
The Impact of Domain-Specific Terminology on Machine Translation for Finance in European Languages
Arturo Oncevay, Charese Smiley, Xiaomo Liu
IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models
David Ifeoluwa Adelani, Jessica Ojo, Israel Abebe Azime et al.
DETQUS: Decomposition-Enhanced Transformers for QUery-focused Summarization
Yasir Khan, Xinlei Wu, Sangpil Youm et al.
ALERT: An LLM-powered Benchmark for Automatic Evaluation of Recommendation Explanations
Yichuan Li, Xinyang Zhang, Chenwei Zhang et al.
DTELS: Towards Dynamic Granularity of Timeline Summarization
Chenlong Zhang, Tong Zhou, Pengfei Cao et al.
Style Transfer with Multi-iteration Preference Optimization
Shuai Liu, Jonathan May
Reliability of Topic Modeling
Kayla Schroeder, Zach Wood-Doughty
SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree Search
Hanwen Du, Bo Peng, Xia Ning
Leveraging Allophony in Self-Supervised Speech Models for Atypical Pronunciation Assessment
Kwanghee Choi, Eunjung Yeo, Kalvin Chang et al.
HISTOIRESMORALES: A French Dataset for Assessing Moral Alignment
Thibaud Leteno, Irina Proskurina, Antoine Gourru et al.