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HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question
  Answering

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
ArXivPDFHTML

Papers citing "HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering"

50 / 492 papers shown
Title
OmniQuery: Contextually Augmenting Captured Multimodal Memory to Enable Personal Question Answering
OmniQuery: Contextually Augmenting Captured Multimodal Memory to Enable Personal Question Answering
Jiahao Nick Li
Zhuohao Jerry Zhang
Zhang
53
1
0
24 Feb 2025
LLM-QE: Improving Query Expansion by Aligning Large Language Models with Ranking Preferences
LLM-QE: Improving Query Expansion by Aligning Large Language Models with Ranking Preferences
Sijia Yao
Pengcheng Huang
Zhenghao Liu
Yu Gu
Yukun Yan
S. Yu
Ge Yu
RALM
38
0
0
24 Feb 2025
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home
Viktor Moskvoretskii
M. Lysyuk
Mikhail Salnikov
Nikolay Ivanov
Sergey Pletenev
Daria Galimzianova
Nikita Krayko
Vasily Konovalov
Irina Nikishina
Alexander Panchenko
RALM
74
4
0
24 Feb 2025
Wrong Answers Can Also Be Useful: PlausibleQA -- A Large-Scale QA Dataset with Answer Plausibility Scores
Wrong Answers Can Also Be Useful: PlausibleQA -- A Large-Scale QA Dataset with Answer Plausibility Scores
Jamshid Mozafari
Abdelrahman Abdallah
Bhawna Piryani
Adam Jatowt
47
0
0
22 Feb 2025
Neural Attention Search
Neural Attention Search
Difan Deng
Marius Lindauer
93
0
0
21 Feb 2025
Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering
Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering
Rongzhi Zhu
Xiangyu Liu
Zequn Sun
Yiwei Wang
Wei Hu
LRM
RALM
KELM
93
1
0
21 Feb 2025
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation
Abdelrahman Abdallah
Bhawna Piryani
Jamshid Mozafari
Mohammed Ali
Adam Jatowt
92
1
0
21 Feb 2025
From Local to Global: A Graph RAG Approach to Query-Focused Summarization
From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Darren Edge
Ha Trinh
Newman Cheng
Joshua Bradley
Alex Chao
Apurva Mody
Steven Truitt
Dasha Metropolitansky
Robert Osazuwa Ness
Jonathan Larson
RALM
145
336
0
20 Feb 2025
Autellix: An Efficient Serving Engine for LLM Agents as General Programs
Autellix: An Efficient Serving Engine for LLM Agents as General Programs
Michael Luo
Xiaoxiang Shi
Colin Cai
Tianjun Zhang
Justin Wong
...
Chi Wang
Yanping Huang
Zhifeng Chen
Joseph E. Gonzalez
Ion Stoica
55
3
0
20 Feb 2025
Quantifying Memorization and Retriever Performance in Retrieval-Augmented Vision-Language Models
Quantifying Memorization and Retriever Performance in Retrieval-Augmented Vision-Language Models
Peter Carragher
Abhinand Jha
R Raghav
Kathleen M. Carley
RALM
75
0
0
20 Feb 2025
Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented Generation
Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented Generation
Sha Li
Naren Ramakrishnan
RALM
KELM
154
1
0
18 Feb 2025
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation
Hao Liu
Zhengren Wang
Xi Chen
Z. Li
Feiyu Xiong
Qinhan Yu
W. Zhang
LRM
58
3
0
18 Feb 2025
EDGE: Efficient Data Selection for LLM Agents via Guideline Effectiveness
EDGE: Efficient Data Selection for LLM Agents via Guideline Effectiveness
Yunxiao Zhang
Guanming Xiong
Haochen Li
Wen Zhao
LLMAG
71
0
0
18 Feb 2025
Savaal: Scalable Concept-Driven Question Generation to Enhance Human Learning
Savaal: Scalable Concept-Driven Question Generation to Enhance Human Learning
Kimia Noorbakhsh
Joseph Chandler
Pantea Karimi
M. Alizadeh
H. Balakrishnan
LRM
46
1
0
18 Feb 2025
Tactic: Adaptive Sparse Attention with Clustering and Distribution Fitting for Long-Context LLMs
Tactic: Adaptive Sparse Attention with Clustering and Distribution Fitting for Long-Context LLMs
Kan Zhu
Tian Tang
Qinyu Xu
Yile Gu
Zhichen Zeng
Rohan Kadekodi
Liangyu Zhao
Ang Li
Arvind Krishnamurthy
Baris Kasikci
59
2
0
17 Feb 2025
Atom of Thoughts for Markov LLM Test-Time Scaling
Atom of Thoughts for Markov LLM Test-Time Scaling
Fengwei Teng
Zhaoyang Yu
Quan Shi
Jiayi Zhang
Chenglin Wu
Yuyu Luo
MU
LRM
54
13
0
17 Feb 2025
RePrompt: Planning by Automatic Prompt Engineering for Large Language Models Agents
RePrompt: Planning by Automatic Prompt Engineering for Large Language Models Agents
Weizhe Chen
Sven Koenig
B. Dilkina
LLMAG
107
8
0
17 Feb 2025
Evaluating the Meta- and Object-Level Reasoning of Large Language Models for Question Answering
Evaluating the Meta- and Object-Level Reasoning of Large Language Models for Question Answering
Nick Ferguson
Liane Guillou
A. Bundy
Kwabena Nuamah
LRM
ELM
70
1
0
17 Feb 2025
Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation
Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation
Hieu Nguyen
Zihao He
Shoumik Atul Gandre
Ujjwal Pasupulety
Sharanya Kumari Shivakumar
Kristina Lerman
HILM
59
1
0
16 Feb 2025
SQuARE: Sequential Question Answering Reasoning Engine for Enhanced Chain-of-Thought in Large Language Models
SQuARE: Sequential Question Answering Reasoning Engine for Enhanced Chain-of-Thought in Large Language Models
Daniel Fleischer
Moshe Berchansky
Gad Markovits
Moshe Wasserblat
ReLM
ELM
LRM
87
0
0
13 Feb 2025
Bag of Tricks for Inference-time Computation of LLM Reasoning
Bag of Tricks for Inference-time Computation of LLM Reasoning
Fan Liu
Wenshuo Chao
Naiqiang Tan
Hao Liu
OffRL
LRM
79
3
0
11 Feb 2025
Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture
Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture
Sachin Kumar
Rishi Gottimukkala
Supriya Devidutta
K. Spindler
RALM
KELM
3DV
47
0
0
07 Feb 2025
Identify Critical KV Cache in LLM Inference from an Output Perturbation Perspective
Identify Critical KV Cache in LLM Inference from an Output Perturbation Perspective
Yuan Feng
Junlin Lv
Y. Cao
Xike Xie
S.Kevin Zhou
76
2
0
06 Feb 2025
Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method
Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method
Peter Baile Chen
Yi Zhang
Michael Cafarella
Dan Roth
RALM
AIFin
141
2
0
30 Jan 2025
FactCG: Enhancing Fact Checkers with Graph-Based Multi-Hop Data
FactCG: Enhancing Fact Checkers with Graph-Based Multi-Hop Data
Deren Lei
Yaxi Li
Siyao Li
Mengya Hu
Rui Xu
Ken Archer
Mingyu Wang
Emily Ching
Alex Deng
SyDa
HILM
LRM
73
1
0
28 Jan 2025
Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation
Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation
Satyapriya Krishna
Kalpesh Krishna
Anhad Mohananey
Steven Schwarcz
Adam Stambler
Shyam Upadhyay
Manaal Faruqui
ReLM
3DV
LRM
RALM
41
13
0
28 Jan 2025
How to Mitigate Information Loss in Knowledge Graphs for GraphRAG: Leveraging Triple Context Restoration and Query-Driven Feedback
Manzong Huang
Chenyang Bu
Yi He
Xindong Wu
65
0
0
28 Jan 2025
Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference
Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference
Yuan Feng
Junlin Lv
Yukun Cao
Xike Xie
S. K. Zhou
VLM
58
27
0
28 Jan 2025
Chain-of-Retrieval Augmented Generation
Chain-of-Retrieval Augmented Generation
Liang Wang
Haonan Chen
Nan Yang
Xiaolong Huang
Zhicheng Dou
Furu Wei
RALM
LRM
ReLM
3DV
86
6
0
24 Jan 2025
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems
Robert Friel
Masha Belyi
Atindriyo Sanyal
82
19
0
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Parallel Key-Value Cache Fusion for Position Invariant RAG
Parallel Key-Value Cache Fusion for Position Invariant RAG
Philhoon Oh
Jinwoo Shin
James Thorne
3DV
155
0
0
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Bactrainus: Optimizing Large Language Models for Multi-hop Complex Question Answering Tasks
Bactrainus: Optimizing Large Language Models for Multi-hop Complex Question Answering Tasks
Iman Barati
Arash Ghafouri
B. Minaei-Bidgoli
LRM
44
0
0
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Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks
Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks
Shengbin Yue
Siyuan Wang
Wei Chen
Xuanjing Huang
Zhongyu Wei
LLMAG
77
9
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03 Jan 2025
Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models
Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models
Yanwen Huang
Yong Zhang
Ning Cheng
Zhitao Li
Shaojun Wang
Jing Xiao
86
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LUSIFER: Language Universal Space Integration for Enhanced Multilingual Embeddings with Large Language Models
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Hieu Man
Nghia Trung Ngo
Viet Dac Lai
Ryan Rossi
Franck Dernoncourt
T. Nguyen
160
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0
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MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail Knowledge
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Jie He
Nan Hu
Wanqiu Long
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ELM
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96
6
0
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GME: Improving Universal Multimodal Retrieval by Multimodal LLMs
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Wen Xie
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Ziqi Dai
Dingkun Long
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Wenjie Li
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116
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What External Knowledge is Preferred by LLMs? Characterizing and Exploring Chain of Evidence in Imperfect Context
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Mingyang Li
Xiaojun Jia
Junjie Wang
Yuekai Huang
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144
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KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language Models
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Ting Bai
Jinbo Su
Jian Luan
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RALM
131
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ChemTEB: Chemical Text Embedding Benchmark, an Overview of Embedding Models Performance & Efficiency on a Specific Domain
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Mohammad Khodadad
Mohammad Arshi Saloot
Nick Sherck
Stephen Dokas
H. Mahyar
Soheila Samiee
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180
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AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning
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Zijun Yao
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Addressing Hallucinations in Language Models with Knowledge Graph Embeddings as an Additional Modality
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Anton Razzigaev
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Krishnateja Killamsetty
Lucian Popa
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56
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MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs
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