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Efficient Solutions For An Intriguing Failure of LLMs: Long Context
  Window Does Not Mean LLMs Can Analyze Long Sequences Flawlessly

Efficient Solutions For An Intriguing Failure of LLMs: Long Context Window Does Not Mean LLMs Can Analyze Long Sequences Flawlessly

3 August 2024
Peyman Hosseini
Ignacio Castro
Iacopo Ghinassi
Matthew Purver
ArXiv (abs)PDFHTML

Papers citing "Efficient Solutions For An Intriguing Failure of LLMs: Long Context Window Does Not Mean LLMs Can Analyze Long Sequences Flawlessly"

4 / 4 papers shown
Title
Exploring LLM Reasoning Through Controlled Prompt Variations
Exploring LLM Reasoning Through Controlled Prompt Variations
Giannis Chatziveroglou
Richard Yun
Maura Kelleher
AAMLLRM
52
2
0
02 Apr 2025
TAMA: A Human-AI Collaborative Thematic Analysis Framework Using Multi-Agent LLMs for Clinical Interviews
TAMA: A Human-AI Collaborative Thematic Analysis Framework Using Multi-Agent LLMs for Clinical Interviews
Huimin Xu
Seungjun Yi
Terence Lim
Jiawei Xu
Andrew Well
...
Yize Zhang
Heng Ji
Keshav Pingali
Yan Leng
Ying Ding
LLMAG
142
0
0
26 Mar 2025
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following
Gabrielle Kaili-May Liu
Bowen Shi
Avi Caciularu
Idan Szpektor
Arman Cohan
158
4
0
30 Oct 2024
DAPE V2: Process Attention Score as Feature Map for Length Extrapolation
DAPE V2: Process Attention Score as Feature Map for Length Extrapolation
Chuanyang Zheng
Yihang Gao
Han Shi
Jing Xiong
Jiankai Sun
...
Xiaozhe Ren
Michael Ng
Xin Jiang
Zhenguo Li
Yu Li
83
3
0
07 Oct 2024
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