most citedMulti-Aspect Reviewed-Item Retrieval via LLM Query Decomposition and Aspect Fusion

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cs.CL2025

Attention Sinks: A 'Catch, Tag, Release' Mechanism for Embeddings

Stephen Zhang, Mustafa Khan, Vardan Papyan

Large language models (LLMs) often concentrate their attention on a few specific tokens referred to as attention sinks. Common examples include the first token, a prompt-independen…

cs.CL2024

Enhancing Knowledge Distillation for LLMs with Response-Priming Prompting

Vijay Goyal, Mustafa Khan, Aprameya Tirupati +3

Large language models (LLMs) have demonstrated remarkable performance across a wide range of natural language processing (NLP) tasks. However, these models are often difficult to d…