Investigating the performance of Retrieval-Augmented Generation and fine-tuning for the development of AI-driven knowledge-based systemsby…
RNNs are not Transformers (Yet): The Key Bottleneck on In-context Retrievalby Kaiyue Wen, Xingyu Dang,…
Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation Systemsby Zhenting…
Evaluating Very Long-Term Conversational Memory of LLM Agentsby Adyasha Maharana, Dong-Ho Lee, Sergey Tulyakov, Mohit…
Fine-tuning Large Language Models for Domain-specific Machine Translationby Jiawei Zheng, Hanghai Hong, Feiyan Liu, Xiaoli…
Mafin: Enhancing Black-Box Embeddings with Model Augmented Fine-Tuningby Mingtian Zhang, Shawn Lan, Peter Hayes, David…
In Search of Needles in a 11M Haystack: Recurrent Memory Finds What LLMs Missby Yuri…
Generative Representational Instruction Tuningby Niklas Muennighoff, Hongjin Su, Liang Wang, Nan Yang, Furu Wei, Tao…
Generative AI in the Construction Industry: A State-of-the-art Analysisby Ridwan Taiwo, Idris Temitope Bello, Sulemana…
DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automatonby Yiyou Sun, Junjie…