Papers
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.
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.
How to Make LLMs Forget: On Reversing In-Context Knowledge Edits
Paul Youssef, Zhixue Zhao, Jörg Schlötterer et al.
Pipeline Analysis for Developing Instruct LLMs in Low-Resource Languages: A Case Study on Basque
Ander Corral, Ixak Sarasua Antero, Xabier Saralegi
CoRAC: Integrating Selective API Document Retrieval with Question Semantic Intent for Code Question Answering
YunSeok Choi, CheolWon Na, Jee-Hyong Lee
Tonguescape: Exploring Language Models Understanding of Vowel Articulation
Haruki Sakajo, Yusuke Sakai, Hidetaka Kamigaito et al.
Typographic Attacks in a Multi-Image Setting
Xiaomeng Wang, Zhengyu Zhao, Martha Larson
Reward-Guided Tree Search for Inference Time Alignment of Large Language Models
Chia-Yu Hung, Navonil Majumder, Ambuj Mehrish et al.
DeCAP: Context-Adaptive Prompt Generation for Debiasing Zero-shot Question Answering in Large Language Models
Suyoung Bae, YunSeok Choi, Jee-Hyong Lee
Layer-Level Self-Exposure and Patch: Affirmative Token Mitigation for Jailbreak Attack Defense
Yang Ouyang, Hengrui Gu, Shuhang Lin et al.
CausalEval: Towards Better Causal Reasoning in Language Models
Longxuan Yu, Delin Chen, Siheng Xiong et al.
ParaICL: Towards Parallel In-Context Learning
Xingxuan Li, Xuan-Phi Nguyen, Shafiq Joty et al.