Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languagesby Christopher ToukmajiFirst submitted to…
Overcoming Reward Overoptimization via Adversarial Policy Optimization with Lightweight Uncertainty Estimationby Xiaoying Zhang, Jean-Francois Ton,…
Breaking the Language Barrier: Can Direct Inference Outperform Pre-Translation in Multilingual LLM Applications?by Yotam Intrator,…
Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answeringby Sungho Ko, Hyunjin Cho, Hyungjoo Chae, Jinyoung…
VBART: The Turkish LLMby Meliksah Turker, Mehmet Erdi Ari, Aydin HanFirst submitted to arxiv on:…
Evaluating Very Long-Term Conversational Memory of LLM Agentsby Adyasha Maharana, Dong-Ho Lee, Sergey Tulyakov, Mohit…
When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Methodby Biao Zhang,…
Think Big, Generate Quick: LLM-to-SLM for Fast Autoregressive Decodingby Benjamin Bergner, Andrii Skliar, Amelie Royer,…
Repetition Improves Language Model Embeddingsby Jacob Mitchell Springer, Suhas Kotha, Daniel Fried, Graham Neubig, Aditi…
Leveraging Domain Knowledge for Efficient Reward Modelling in RLHF: A Case-Study in E-Commerce Opinion Summarizationby…