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2406.13121
Cited By
Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?
19 June 2024
Jinhyuk Lee
Anthony Chen
Zhuyun Dai
Dheeru Dua
Devendra Singh Sachan
Michael Boratko
Yi Luan
Sébastien M. R. Arnold
Vincent Perot
Siddharth Dalmia
Hexiang Hu
Xudong Lin
Panupong Pasupat
Aida Amini
Jeremy R. Cole
Sebastian Riedel
Iftekhar Naim
Ming-Wei Chang
Kelvin Guu
RALM
LRM
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Papers citing
"Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?"
22 / 22 papers shown
Title
CORG: Generating Answers from Complex, Interrelated Contexts
Hyunji Lee
Franck Dernoncourt
Trung H. Bui
Seunghyun Yoon
19
0
0
25 Apr 2025
Efficient and Asymptotically Unbiased Constrained Decoding for Large Language Models
Haotian Ye
Himanshu Jain
Chong You
A. Suresh
Haowei Lin
James Zou
Felix X. Yu
31
0
0
12 Apr 2025
Focus Directions Make Your Language Models Pay More Attention to Relevant Contexts
Youxiang Zhu
Ruochen Li
Danqing Wang
Daniel Haehn
Xiaohui Liang
LRM
55
1
0
30 Mar 2025
RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving
Wenqi Jiang
Suvinay Subramanian
Cat Graves
Gustavo Alonso
Amir Yazdanbakhsh
Vidushi Dadu
47
6
0
18 Mar 2025
LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmented Searchers
Zhuocheng Zhang
Yang Feng
Min Zhang
48
1
0
25 Feb 2025
Long Context RAG Performance of Large Language Models
Quinn Leng
Jacob P. Portes
Sam Havens
Matei A. Zaharia
Michael Carbin
AIFin
RALM
3DV
36
6
0
05 Nov 2024
Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data
Seiji Maekawa
Hayate Iso
Nikita Bhutani
RALM
95
1
0
15 Oct 2024
Unleashing Multi-Hop Reasoning Potential in Large Language Models through Repetition of Misordered Context
Sangwon Yu
Ik-hwan Kim
Jongyoon Song
Saehyung Lee
Junsung Park
Sungroh Yoon
LRM
65
0
0
09 Oct 2024
Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG
Bowen Jin
Jinsung Yoon
Jiawei Han
Sercan Ö. Arik
AIFin
RALM
26
24
0
08 Oct 2024
Accelerating Inference of Networks in the Frequency Domain
Chenqiu Zhao
Guanfang Dong
Anup Basu
35
10
0
06 Oct 2024
ALR
2
^2
2
: A Retrieve-then-Reason Framework for Long-context Question Answering
Huayang Li
Pat Verga
Priyanka Sen
Bowen Yang
Vijay Viswanathan
Patrick Lewis
Taro Watanabe
Yixuan Su
RALM
LRM
40
6
0
04 Oct 2024
Unified Multi-Modal Interleaved Document Representation for Information Retrieval
Jaewoo Lee
Joonho Ko
Jinheon Baek
Soyeong Jeong
Sung Ju Hwang
20
1
0
03 Oct 2024
L-CiteEval: Do Long-Context Models Truly Leverage Context for Responding?
Zecheng Tang
Keyan Zhou
Juntao Li
Baibei Ji
Jianye Hou
Min Zhang
39
2
0
03 Oct 2024
Retrieval Or Holistic Understanding? Dolce: Differentiate Our Long Context Evaluation Tasks
Zi Yang
28
0
0
10 Sep 2024
Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks
Chonghua Wang
Haodong Duan
Songyang Zhang
Dahua Lin
Kai-xiang Chen
ELM
26
16
0
09 Apr 2024
Repetition Improves Language Model Embeddings
Jacob Mitchell Springer
Suhas Kotha
Daniel Fried
Graham Neubig
Aditi Raghunathan
40
28
0
23 Feb 2024
Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities
Hexiang Hu
Yi Luan
Yang Chen
Urvashi Khandelwal
Mandar Joshi
Kenton Lee
Kristina Toutanova
Ming-Wei Chang
VLM
43
54
0
22 Feb 2023
FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech
Alexis Conneau
Min Ma
Simran Khanuja
Yu Zhang
Vera Axelrod
Siddharth Dalmia
Jason Riesa
Clara E. Rivera
Ankur Bapna
VLM
78
281
0
25 May 2022
Large Language Models are Zero-Shot Reasoners
Takeshi Kojima
S. Gu
Machel Reid
Yutaka Matsuo
Yusuke Iwasawa
ReLM
LRM
291
4,048
0
24 May 2022
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
315
8,261
0
28 Jan 2022
Entity-Based Knowledge Conflicts in Question Answering
Shayne Longpre
Kartik Perisetla
Anthony Chen
Nikhil Ramesh
Chris DuBois
Sameer Singh
HILM
241
236
0
10 Sep 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
Nandan Thakur
Nils Reimers
Andreas Rucklé
Abhishek Srivastava
Iryna Gurevych
VLM
229
961
0
17 Apr 2021
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