Papers
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.
Inference-Time Selective Debiasing to Enhance Fairness in Text Classification Models
Gleb Kuzmin, Neemesh Yadav, Ivan Smirnov et al.
Cross-lingual Transfer of Reward Models in Multilingual Alignment
Jiwoo Hong, Noah Lee, Rodrigo Martínez-Castaño et al.
Local Prompt Optimization
Yash Jain, Vishal Chowdhary
Personalized Help for Optimizing Low-Skilled Users’ Strategy
Feng Gu, Wichayaporn Wongkamjan, Jordan Lee Boyd-Graber et al.
Reverse Question Answering: Can an LLM Write a Question so Hard (or Bad) that it Can’t Answer?
Nishant Balepur, Feng Gu, Abhilasha Ravichander et al.
Cross-Lingual Transfer Learning for Speech Translation
Rao Ma, Mengjie Qian, Yassir Fathullah et al.
ChaI-TeA: A Benchmark for Evaluating Autocompletion of Interactions with LLM-based Chatbots
Shani Goren, Oren Kalinsky, Tomer Stav et al.
Predicting the Target Word of Game-playing Conversations using a Low-Rank Dialect Adapter for Decoder Models
Dipankar Srirag, Aditya Joshi, Jacob Eisenstein
Complete Chess Games Enable LLM Become A Chess Master
Yinqi Zhang, Xintian Han, Haolong Li et al.
KODIS: A Multicultural Dispute Resolution Dialogue Corpus
James Anthony Hale, Sushrita Rakshit, Kushal Chawla et al.
Prototype Conditioned Generative Replay for Continual Learning in NLP
Xi Chen, Min Zeng
Rationale-Guided Retrieval Augmented Generation for Medical Question Answering
Jiwoong Sohn, Yein Park, Chanwoong Yoon et al.
SALAD: Improving Robustness and Generalization through Contrastive Learning with Structure-Aware and LLM-Driven Augmented Data
Suyoung Bae, YunSeok Choi, Hyojun Kim et al.
CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories
Yijia Xiao, Runhui Wang, Luyang Kong et al.
Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language Models
Soham Poddar, Paramita Koley, Janardan Misra et al.
PerCul: A Story-Driven Cultural Evaluation of LLMs in Persian
Erfan Moosavi Monazzah, Vahid Rahimzadeh, Yadollah Yaghoobzadeh et al.