"long-context language models" Papers

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HELMET: How to Evaluate Long-context Models Effectively and Thoroughly

Howard Yen, Tianyu Gao, Minmin Hou et al.

ICLR 2025
23
citations

Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data

Seiji Maekawa, Hayate Iso, Nikita Bhutani

ICLR 2025arXiv:2410.11996
10
citations

RazorAttention: Efficient KV Cache Compression Through Retrieval Heads

Hanlin Tang, Yang Lin, Jing Lin et al.

ICLR 2025arXiv:2407.15891
62
citations

Retrieval Head Mechanistically Explains Long-Context Factuality

Wenhao Wu, Yizhong Wang, Guangxuan Xiao et al.

ICLR 2025arXiv:2404.15574
150
citations

vHector and HeisenVec: Scalable Vector Graphics Generation Through Large Language Models

Leonardo Zini, Elia Frigieri, Sebastiano Aloscari et al.

NEURIPS 2025