Summary of Infini-gram: Scaling Unbounded N-gram Language Models to a Trillion Tokens, by Jiacheng Liu et al.
Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokensby Jiacheng Liu, Sewon Min, Luke…
Summary of Navigating the Overkill in Large Language Models, by Chenyu Shi et al.
Navigating the OverKill in Large Language Modelsby Chenyu Shi, Xiao Wang, Qiming Ge, Songyang Gao,…
Summary of Romansetu: Efficiently Unlocking Multilingual Capabilities Of Large Language Models Via Romanization, by Jaavid Aktar Husain et al.
RomanSetu: Efficiently unlocking multilingual capabilities of Large Language Models via Romanizationby Jaavid Aktar Husain, Raj…
Summary of Inducing High Energy-latency Of Large Vision-language Models with Verbose Images, by Kuofeng Gao et al.
Inducing High Energy-Latency of Large Vision-Language Models with Verbose Imagesby Kuofeng Gao, Yang Bai, Jindong…
Summary of Accelerating Multilingual Language Model For Excessively Tokenized Languages, by Jimin Hong and Gibbeum Lee and Jaewoong Cho
Accelerating Multilingual Language Model for Excessively Tokenized Languagesby Jimin Hong, Gibbeum Lee, Jaewoong ChoFirst submitted…
Summary of Mica: Towards Explainable Skin Lesion Diagnosis Via Multi-level Image-concept Alignment, by Yequan Bie et al.
MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept Alignmentby Yequan Bie, Luyang Luo, Hao…
Summary of Beyond Sparse Rewards: Enhancing Reinforcement Learning with Language Model Critique in Text Generation, by Meng Cao et al.
Beyond Sparse Rewards: Enhancing Reinforcement Learning with Language Model Critique in Text Generationby Meng Cao,…
Summary of Aple: Token-wise Adaptive For Multi-modal Prompt Learning, by Guiming Cao et al.
APLe: Token-Wise Adaptive for Multi-Modal Prompt Learningby Guiming Cao, Kaize Shi, Hong Fu, Huaiwen Zhang,…
Summary of The Benefits Of a Concise Chain Of Thought on Problem-solving in Large Language Models, by Matthew Renze and Erhan Guven
The Benefits of a Concise Chain of Thought on Problem-Solving in Large Language Modelsby Matthew…
Summary of Dcr-consistency: Divide-conquer-reasoning For Consistency Evaluation and Improvement Of Large Language Models, by Wendi Cui et al.
DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Modelsby Wendi Cui, Jiaxin Zhang,…