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1809.09600
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HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering
25 September 2018
Zhilin Yang
Peng Qi
Saizheng Zhang
Yoshua Bengio
William W. Cohen
Ruslan Salakhutdinov
Christopher D. Manning
RALM
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Papers citing
"HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering"
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Title
mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs
Chuan Xu
Qiaosheng Chen
Yutong Feng
Gong Cheng
RALM
3DV
VLM
28
0
0
16 May 2025
Scent of Knowledge: Optimizing Search-Enhanced Reasoning with Information Foraging
Hongjin Qian
Zheng Liu
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38
0
0
14 May 2025
Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent
Ziyang Huang
Xiaowei Yuan
Yiming Ju
Jun Zhao
Kang Liu
RALM
KELM
26
0
0
12 May 2025
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation
Jiashuo Sun
Xianrui Zhong
Sizhe Zhou
Jiawei Han
RALM
31
0
0
12 May 2025
GRADA: Graph-based Reranker against Adversarial Documents Attack
Jingjie Zheng
Aryo Pradipta Gema
Giwon Hong
Xuanli He
Pasquale Minervini
Youcheng Sun
Qiongkai Xu
26
0
0
12 May 2025
POISONCRAFT: Practical Poisoning of Retrieval-Augmented Generation for Large Language Models
Yangguang Shao
Xinjie Lin
Haozheng Luo
Chengshang Hou
G. Xiong
Jiahao Yu
Junzheng Shi
SILM
52
0
0
10 May 2025
Sparse Attention Remapping with Clustering for Efficient LLM Decoding on PIM
Zehao Fan
Garrett Gagnon
Zhenyu Liu
Liu Liu
29
0
0
09 May 2025
LLM-Independent Adaptive RAG: Let the Question Speak for Itself
Maria Marina
Nikolay Ivanov
Sergey Pletenev
Mikhail Salnikov
Daria Galimzianova
Nikita Krayko
Vasily Konovalov
Alexander Panchenko
Viktor Moskvoretskii
RALM
42
0
0
07 May 2025
ZeroSearch: Incentivize the Search Capability of LLMs without Searching
Hao Sun
Zile Qiao
Jiayan Guo
Xuanbo Fan
Yingyan Hou
Yong-feng Jiang
Pengjun Xie
Fei Huang
Yan Zhang
J. Zhou
OffRL
58
0
0
07 May 2025
A Reasoning-Focused Legal Retrieval Benchmark
Lucia Zheng
Neel Guha
Javokhir Arifov
Sarah Zhang
Michal Skreta
Christopher D. Manning
Peter Henderson
Daniel E. Ho
AILaw
RALM
ELM
94
2
0
06 May 2025
Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions
Yiming Du
Wenyu Huang
Danna Zheng
Zhaowei Wang
Sébastien Montella
Mirella Lapata
Kam-Fai Wong
Jeff Z. Pan
KELM
MU
80
2
0
01 May 2025
EnronQA: Towards Personalized RAG over Private Documents
Michael J. Ryan
Danmei Xu
Chris Nivera
Daniel Campos
SILM
67
0
0
01 May 2025
Hoist with His Own Petard: Inducing Guardrails to Facilitate Denial-of-Service Attacks on Retrieval-Augmented Generation of LLMs
Pan Suo
Yu-ming Shang
San-Chuan Guo
Xi Zhang
SILM
AAML
50
0
0
30 Apr 2025
Traceback of Poisoning Attacks to Retrieval-Augmented Generation
Baolei Zhang
Haoran Xin
Minghong Fang
Zhuqing Liu
Biao Yi
Tong Li
Zheli Liu
SILM
AAML
64
0
0
30 Apr 2025
CachePrune: Neural-Based Attribution Defense Against Indirect Prompt Injection Attacks
Rui Wang
Junda Wu
Yu Xia
Tong Yu
R. Zhang
Ryan Rossi
Lina Yao
Julian McAuley
AAML
SILM
51
0
0
29 Apr 2025
UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities
Woongyeong Yeo
Kangsan Kim
Soyeong Jeong
Jinheon Baek
Sung Ju Hwang
54
1
0
29 Apr 2025
Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers
Roman Abramov
Felix Steinbauer
Gjergji Kasneci
147
0
0
29 Apr 2025
TreeHop: Generate and Filter Next Query Embeddings Efficiently for Multi-hop Question Answering
Zhonghao Li
Kunpeng Zhang
Jinghuai Ou
Shuliang Liu
Xuming Hu
64
0
0
28 Apr 2025
BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese
Peilin Zhou
Bruce Leon
Xiang Ying
C. Zhang
Yifan Shao
...
Sixin Hong
J. Ren
Jian Chen
Chao-Hong Liu
Yining Hua
RALM
ELM
LRM
50
0
0
27 Apr 2025
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks
Yixin Cao
Shibo Hong
Xuzhao Li
Jiahao Ying
Yubo Ma
...
Juanzi Li
Aixin Sun
Xuanjing Huang
Tat-Seng Chua
Tianwei Zhang
ALM
ELM
86
1
0
26 Apr 2025
Evaluating Evaluation Metrics -- The Mirage of Hallucination Detection
Atharva Kulkarni
Yuan-kang Zhang
Joel Ruben Antony Moniz
Xiou Ge
Bo-Hsiang Tseng
Dhivya Piraviperumal
Shri Kiran Srinivasan
Hong-ye Yu
HILM
86
0
0
25 Apr 2025
PropRAG: Guiding Retrieval with Beam Search over Proposition Paths
Jingjin Wang
LRM
143
0
0
25 Apr 2025
Even Small Reasoners Should Quote Their Sources: Introducing the Pleias-RAG Model Family
Pierre-Carl Langlais
Pavel Chizhov
Mattia Nee
Carlos Rosas Hinostroza
Matthieu Delsart
Irène Girard
Othman Hicheur
Anastasia Stasenko
Ivan P. Yamshchikov
LRM
64
0
0
25 Apr 2025
DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering
Rong Cheng
Jiaheng Liu
Yan Zheng
Fei Ni
Jiazhen Du
Hangyu Mao
Fuzheng Zhang
Bo-Lan Wang
Jianye Hao
LRM
64
0
0
25 Apr 2025
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Yejin Bang
Ziwei Ji
Alan Schelten
Anthony Hartshorn
Tara Fowler
Cheng Zhang
Nicola Cancedda
Pascale Fung
HILM
92
0
0
24 Apr 2025
aiXamine: Simplified LLM Safety and Security
Fatih Deniz
Dorde Popovic
Yazan Boshmaf
Euisuh Jeong
M. Ahmad
Sanjay Chawla
Issa M. Khalil
ELM
80
0
0
21 Apr 2025
LLM-as-a-Judge: Reassessing the Performance of LLMs in Extractive QA
Xanh Ho
Jiahao Huang
Florian Boudin
Akiko Aizawa
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36
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0
16 Apr 2025
CSPLADE: Learned Sparse Retrieval with Causal Language Models
Zhichao Xu
Aosong Feng
Yijun Tian
Haibo Ding
Lin Leee Cheong
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40
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15 Apr 2025
Efficient Reasoning Models: A Survey
Sicheng Feng
Gongfan Fang
Xinyin Ma
Xinchao Wang
ReLM
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145
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15 Apr 2025
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation
Hanghui Guo
Jia Zhu
Shimin Di
Weijie Shi
Zhangze Chen
Jiajie Xu
35
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14 Apr 2025
PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization
Yang Jiao
X. Wang
Kai Yang
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33
0
0
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Leveraging LLMs for Utility-Focused Annotation: Reducing Manual Effort for Retrieval and RAG
Hengran Zhang
Minghao Tang
Keping Bi
J. Guo
Shihao Liu
Daiting Shi
Dawei Yin
Xueqi Cheng
19
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07 Apr 2025
Synthetic Data Generation & Multi-Step RL for Reasoning & Tool Use
Anna Goldie
Azalia Mirhoseini
Hao Zhou
Irene Cai
Christopher D. Manning
SyDa
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109
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07 Apr 2025
ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering
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Mohammed Saidul Islam
Mahir Ahmed
Aayush Bajaj
Firoz Kabir
...
Mehrad Shahmohammadi
Megh Thakkar
Md. Rizwan Parvez
E. Hoque
Shafiq R. Joty
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33
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07 Apr 2025
Unleashing the Power of LLMs in Dense Retrieval with Query Likelihood Modeling
Hengran Zhang
Keping Bi
J. Guo
Xiaojie Sun
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Daiting Shi
Dawei Yin
Xueqi Cheng
RALM
141
0
0
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Safe Screening Rules for Group OWL Models
Runxue Bao
Quanchao Lu
Yanfu Zhang
36
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GRASP: Municipal Budget AI Chatbots for Enhancing Civic Engagement
Jerry Xu
Justin Wang
Joley Leung
Jasmine Gu
50
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An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering
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Aryo Pradipta Gema
Pasquale Minervini
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Not All LoRA Parameters Are Essential: Insights on Inference Necessity
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Yutong Yao
Ci-Jun Gao
Lidia S. Chao
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ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation
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S. Cao
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Weichuan Liu
Xiaoyin Che
Lei Hou
Juanzi Li
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ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning
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Tianpeng Li
Haoze Sun
Yijie Zhou
Chenzheng Zhu
...
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Haofen Wang
Jeff Z. Pan
Wen Zhang
H. Chen
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GPU-Accelerated Motion Planning of an Underactuated Forestry Crane in Cluttered Environments
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Marc-Philip Ecker
Giang Nguyen
Tobias Glueck
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Derek Lim
Yoav Gelberg
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Ran El-Yaniv
Gal Chechik
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J. Hayase
Valentin Hofmann
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Noah A. Smith
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Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
Bowen Jin
Hansi Zeng
Zhenrui Yue
Dong Wang
Sercan Ö. Arik
Dong Wang
Hamed Zamani
J. Han
RALM
ReLM
KELM
OffRL
AI4TS
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84
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Jie Ouyang
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Huijie Liu
...
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Jiawei Cao
Jie Ma
Daoyu Wang
Enhong Chen
3DV
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Jinhao Jiang
Yingqian Min
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Lei Fang
Ji-Rong Wen
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95
9
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Liqiang Niu
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Jie Zhou
Jinsong Su
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SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction
Lu Dai
Yijie Xu
Jinhui Ye
Hao Liu
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3DV
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83
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Self-Memory Alignment: Mitigating Factual Hallucinations with Generalized Improvement
Siyuan Zhang
Y. Zhang
Yinpeng Dong
Hang Su
HILM
KELM
191
0
0
26 Feb 2025
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