Summary of To Label or Not to Label: Hybrid Active Learning For Neural Machine Translation, by Abdul Hameed Azeemi et al.
To Label or Not to Label: Hybrid Active Learning for Neural Machine Translationby Abdul Hameed…
Summary of Keyformer: Kv Cache Reduction Through Key Tokens Selection For Efficient Generative Inference, by Muhammad Adnan and Akhil Arunkumar and Gaurav Jain and Prashant J. Nair and Ilya Soloveychik and Purushotham Kamath
Keyformer: KV Cache Reduction through Key Tokens Selection for Efficient Generative Inferenceby Muhammad Adnan, Akhil…
Summary of Orpo: Monolithic Preference Optimization Without Reference Model, by Jiwoo Hong et al.
ORPO: Monolithic Preference Optimization without Reference Modelby Jiwoo Hong, Noah Lee, James ThorneFirst submitted to…
Summary of Alarm: Align Language Models Via Hierarchical Rewards Modeling, by Yuhang Lai et al.
ALaRM: Align Language Models via Hierarchical Rewards Modelingby Yuhang Lai, Siyuan Wang, Shujun Liu, Xuanjing…
Summary of Unpacking Tokenization: Evaluating Text Compression and Its Correlation with Model Performance, by Omer Goldman et al.
Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performanceby Omer Goldman, Avi Caciularu,…
Summary of Few-shot Cross-lingual Transfer For Prompting Large Language Models in Low-resource Languages, by Christopher Toukmaji
Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languagesby Christopher ToukmajiFirst submitted to…
Summary of Optimizing Llm Queries in Relational Workloads, by Shu Liu et al.
Optimizing LLM Queries in Relational Workloadsby Shu Liu, Asim Biswal, Audrey Cheng, Xiangxi Mo, Shiyi…
Summary of Breaking the Language Barrier: Can Direct Inference Outperform Pre-translation in Multilingual Llm Applications?, by Yotam Intrator et al.
Breaking the Language Barrier: Can Direct Inference Outperform Pre-Translation in Multilingual LLM Applications?by Yotam Intrator,…
Summary of Inverse-free Fast Natural Gradient Descent Method For Deep Learning, by Xinwei Ou et al.
Inverse-Free Fast Natural Gradient Descent Method for Deep Learningby Xinwei Ou, Ce Zhu, Xiaolin Huang,…
Summary of Meancache: User-centric Semantic Caching For Llm Web Services, by Waris Gill (1) et al.
MeanCache: User-Centric Semantic Caching for LLM Web Servicesby Waris Gill, Mohamed Elidrisi, Pallavi Kalapatapu, Ammar…