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Stress-Testing Long-Context Language Models with Lifelong ICL and Task
  Haystack

Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack

23 July 2024
Xiaoyue Xu
Qinyuan Ye
Xiang Ren
ArXivPDFHTML

Papers citing "Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack"

8 / 8 papers shown
Title
Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at Scale
Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at Scale
Bowen Jiang
Zhuoqun Hao
Y. Cho
B. Li
Yuan Yuan
Sihao Chen
Lyle Ungar
Camillo J Taylor
Dan Roth
44
0
0
19 Apr 2025
HELMET: How to Evaluate Long-Context Language Models Effectively and Thoroughly
HELMET: How to Evaluate Long-Context Language Models Effectively and Thoroughly
Howard Yen
Tianyu Gao
Minmin Hou
Ke Ding
Daniel Fleischer
Peter Izsak
Moshe Wasserblat
Danqi Chen
ALM
ELM
62
25
0
03 Oct 2024
Retrieval Or Holistic Understanding? Dolce: Differentiate Our Long
  Context Evaluation Tasks
Retrieval Or Holistic Understanding? Dolce: Differentiate Our Long Context Evaluation Tasks
Zi Yang
30
0
0
10 Sep 2024
WildChat: 1M ChatGPT Interaction Logs in the Wild
WildChat: 1M ChatGPT Interaction Logs in the Wild
Wenting Zhao
Xiang Ren
Jack Hessel
Claire Cardie
Yejin Choi
Yuntian Deng
44
174
0
02 May 2024
Make Your LLM Fully Utilize the Context
Make Your LLM Fully Utilize the Context
Shengnan An
Zexiong Ma
Zeqi Lin
Nanning Zheng
Jian-Guang Lou
SyDa
51
54
0
25 Apr 2024
Fine-tuned Language Models are Continual Learners
Fine-tuned Language Models are Continual Learners
Thomas Scialom
Tuhin Chakrabarty
Smaranda Muresan
CLL
LRM
145
117
0
24 May 2022
A Token-level Reference-free Hallucination Detection Benchmark for
  Free-form Text Generation
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation
Tianyu Liu
Yizhe Zhang
Chris Brockett
Yi Mao
Zhifang Sui
Weizhu Chen
W. Dolan
HILM
222
143
0
18 Apr 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language
  Understanding
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
Alex Jinpeng Wang
Amanpreet Singh
Julian Michael
Felix Hill
Omer Levy
Samuel R. Bowman
ELM
297
6,959
0
20 Apr 2018
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