Papers
AMPS: ASR with Multimodal Paraphrase Supervision
Abhishek Gupta, Amruta Parulekar, Sameep Chattopadhyay et al.
A Systematic Study of Cross-Layer KV Sharing for Efficient LLM Inference
You Wu, Haoyi Wu, Kewei Tu
Language Models Encode Numbers Using Digit Representations in Base 10
Amit Arnold Levy, Mor Geva
STEP: Staged Parameter-Efficient Pre-training for Large Language Models
Kazuki Yano, Takumi Ito, Jun Suzuki
Towards Federated Low-Rank Adaptation of Language Models with Rank Heterogeneity
Yuji Byun, Jaeho Lee
Using Contextually Aligned Online Reviews to Measure LLMs’ Performance Disparities Across Language Varieties
Zixin Tang, Chieh-Yang Huang, Tsung-che Li et al.
Preserving Multilingual Quality While Tuning Query Encoder on English Only
Oleg Vasilyev, Randy Sawaya, John Bohannon
Reverse Modeling in Large Language Models
Sicheng Yu, Xu Yuanchen, Cunxiao Du et al.
Pretrained Image-Text Models are Secretly Video Captioners
Chunhui Zhang, Yiren Jian, Zhongyu Ouyang et al.
Don’t Touch My Diacritics
Kyle Gorman, Yuval Pinter
Is It Navajo? Accurate Language Detection for Endangered Athabaskan Languages
Ivory Yang, Weicheng Ma, Chunhui Zhang et al.
CoRAG: Collaborative Retrieval-Augmented Generation
Aashiq Muhamed, Mona T. Diab, Virginia Smith
Watching the AI Watchdogs: A Fairness and Robustness Analysis of AI Safety Moderation Classifiers
Akshit Achara, Anshuman Chhabra
Defense against Prompt Injection Attacks via Mixture of Encodings
Ruiyi Zhang, David Sullivan, Kyle Jackson et al.
Concept-Reversed Winograd Schema Challenge: Evaluating and Improving Robust Reasoning in Large Language Models via Abstraction
Kaiqiao Han, Tianqing Fang, Zhaowei Wang et al.
PROM: Pivoted and Regulated Optimization for Multilingual Instruction Learning
Jaeseong Lee, Seung-won Hwang, Hojin Lee et al.
Alligators All Around: Mitigating Lexical Confusion in Low-resource Machine Translation
Elizabeth Nielsen, Isaac Rayburn Caswell, Jiaming Luo et al.
Context-Efficient Retrieval with Factual Decomposition
Yanhong Li, David Yunis, David McAllester et al.
LLM2: Let Large Language Models Harness System 2 Reasoning
Cheng Yang, Chufan Shi, Siheng Li et al.
Characterizing the Effects of Translation on Intertextuality using Multilingual Embedding Spaces
Hope McGovern, Hale Sirin, Tom Lippincott
Computational Discovery of Chiasmus in Ancient Religious Text
Hope McGovern, Hale Sirin, Tom Lippincott
Improving Vietnamese-English Cross-Lingual Retrieval for Legal and General Domains
Toan Ngoc Nguyen, Nam Le Hai, Nguyen Doan Hieu et al.
STRUX: An LLM for Decision-Making with Structured Explanations
Yiming Lu, Yebowen Hu, Hassan Foroosh et al.
Automatic Evaluation of Healthcare LLMs Beyond Question-Answering
Anna Arias-Duart, Pablo Agustin Martin-Torres, Daniel Hinjos et al.