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T02. Recursive language models and long-context handling

Research on reading documents that do not fit in one context window.

  1. T02-3Similar problem

    Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading (MemWalker)

    Authors
    Howard Chen, Ramakanth Pasunuru, Jason Weston, Asli Celikyilmaz
    Year
    2023
    Venue
    arXiv

    Korean review of T02-3

  2. T02-6Similar problem

    Lost in the Middle: How Language Models Use Long Contexts

    Authors
    Nelson F. Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, Percy Liang
    Year
    2023
    Venue
    Transactions of the ACL (TACL)

    Korean review of T02-6

  3. T02-7Similar problem

    RULER: What's the Real Context Size of Your Long-Context Language Models?

    Authors
    Cheng-Ping Hsieh, Simeng Sun, Samuel Kriman, Shantanu Acharya, Dima Rekesh, Fei Jia, Yang Zhang, Boris Ginsburg
    Year
    2024
    Venue
    COLM 2024

    Korean review of T02-7

  4. T02-11Similar problem

    LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding

    Authors
    Yushi Bai, Xin Lv, Jiajie Zhang, Hongchang Lyu, Jiankai Tang, Zhidian Huang, Zhengxiao Du, Xiao Liu, Aohan Zeng, Lei Hou, Yuxiao Dong, Jie Tang, Juanzi Li
    Year
    2024
    Venue
    ACL 2024

    Korean review of T02-11

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