Are Long-LLMs A Necessity For Long-Context Tasks?

Are Long-LLMs A Necessity For Long-Context Tasks?

24 May 2024

Hongjin Qian

Zheng Liu

Peitian Zhang

Kelong Mao

Papers citing "Are Long-LLMs A Necessity For Long-Context Tasks?"

11 / 11 papers shown

Title
Scent of Knowledge: Optimizing Search-Enhanced Reasoning with Information Foraging Hongjin Qian Zhengyang Liang RALM LRM 38 0 0 14 May 2025
Evaluating the Goal-Directedness of Large Language Models Tom Everitt Cristina Garbacea Alexis Bellot Jonathan G. Richens Henry Papadatos Simeon Campos Rohin Shah ELM LM&MA LM&Ro LRM 79 0 0 16 Apr 2025
From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMs Ruxiao Chen Chenguang Wang Yuran Sun Xilei Zhao Susu Xu 95 1 0 24 Feb 2025
$LLM$\times$MapReduce: Simplified Long-Sequence Processing using Large Language Models$ LLM $\times$ MapReduce: Simplified Long-Sequence Processing using Large Language Models Zihan Zhou Chong Li Xinyi Chen Shuo Wang Yu Chao ... Zhixing Tan Xu Han Xiaodong Shi Zhiyuan Liu Maosong Sun 26 0 0 12 Oct 2024
Retrieval Or Holistic Understanding? Dolce: Differentiate Our Long Context Evaluation Tasks Zi Yang 33 0 0 10 Sep 2024
CompAct: Compressing Retrieved Documents Actively for Question Answering Chanwoong Yoon Taewhoo Lee Hyeon Hwang Minbyul Jeong Jaewoo Kang KELM RALM MQ 37 13 0 12 Jul 2024
BGE Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models Kun Luo Zheng Liu Shitao Xiao Kang Liu 41 11 0 18 Feb 2024
Grounding Language Model with Chunking-Free In-Context Retrieval Hongjin Qian Zheng Liu Kelong Mao Yujia Zhou Zhicheng Dou 50 14 0 15 Feb 2024
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 447 8,650 0 28 Jan 2022
Distilling Knowledge from Reader to Retriever for Question Answering Gautier Izacard Edouard Grave RALM 185 251 0 08 Dec 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 264 4,532 0 23 Jan 2020