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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 / 496 papers shown
Title
SEC-QA: A Systematic Evaluation Corpus for Financial QA
SEC-QA: A Systematic Evaluation Corpus for Financial QA
Viet Dac Lai
Michael Krumdick
Charles Lovering
Varshini Reddy
Craig W. Schmidt
Chris Tanner
48
3
0
20 Jun 2024
PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large
  Language Models as Decision Makers
PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers
Myeonghwa Lee
Seonho An
Min-Soo Kim
3DV
RALM
33
18
0
18 Jun 2024
R-Eval: A Unified Toolkit for Evaluating Domain Knowledge of Retrieval
  Augmented Large Language Models
R-Eval: A Unified Toolkit for Evaluating Domain Knowledge of Retrieval Augmented Large Language Models
Shangqing Tu
Yuanchun Wang
Jifan Yu
Yuyang Xie
Yaran Shi
Xiaozhi Wang
Jing Zhang
Lei Hou
Juanzi Li
ELM
37
3
0
17 Jun 2024
Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering Capabilities
Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering Capabilities
Zhonghao Li
Xuming Hu
Aiwei Liu
Kening Zheng
S. Huang
Hui Xiong
RALM
115
8
0
17 Jun 2024
EWEK-QA: Enhanced Web and Efficient Knowledge Graph Retrieval for
  Citation-based Question Answering Systems
EWEK-QA: Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems
Mohammad Dehghan
Mohammad Ali Alomrani
Sunyam Bagga
David Alfonso-Hermelo
Khalil Bibi
...
Jimmy Lin
Boxing Chen
Prasanna Parthasarathi
Mahdi Biparva
Mehdi Rezagholizadeh
RALM
58
5
0
14 Jun 2024
BABILong: Testing the Limits of LLMs with Long Context
  Reasoning-in-a-Haystack
BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack
Yuri Kuratov
Aydar Bulatov
Petr Anokhin
Ivan Rodkin
Dmitry Sorokin
Artyom Sorokin
Mikhail Burtsev
RALM
ALM
LRM
ReLM
ELM
49
59
0
14 Jun 2024
Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction
  Tuning
Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning
Jiaqi Li
Yixuan Tang
Yi Yang
46
5
0
14 Jun 2024
An Empirical Study of Mamba-based Language Models
An Empirical Study of Mamba-based Language Models
R. Waleffe
Wonmin Byeon
Duncan Riach
Brandon Norick
V. Korthikanti
...
Vartika Singh
Jared Casper
Jan Kautz
M. Shoeybi
Bryan Catanzaro
61
65
0
12 Jun 2024
DR-RAG: Applying Dynamic Document Relevance to Retrieval-Augmented
  Generation for Question-Answering
DR-RAG: Applying Dynamic Document Relevance to Retrieval-Augmented Generation for Question-Answering
Zijian Hei
Weiling Liu
Wenjie Ou
Juyi Qiao
Junming Jiao
Guowen Song
Ting Tian
Yi Lin
RALM
46
5
0
11 Jun 2024
MambaLRP: Explaining Selective State Space Sequence Models
MambaLRP: Explaining Selective State Space Sequence Models
F. Jafari
G. Montavon
Klaus-Robert Müller
Oliver Eberle
Mamba
59
9
0
11 Jun 2024
Husky: A Unified, Open-Source Language Agent for Multi-Step Reasoning
Husky: A Unified, Open-Source Language Agent for Multi-Step Reasoning
Joongwon Kim
Bhargavi Paranjape
Tushar Khot
Hannaneh Hajishirzi
LM&Ro
ELM
LLMAG
LRM
40
9
0
10 Jun 2024
Machine Against the RAG: Jamming Retrieval-Augmented Generation with Blocker Documents
Machine Against the RAG: Jamming Retrieval-Augmented Generation with Blocker Documents
Avital Shafran
R. Schuster
Vitaly Shmatikov
44
27
0
09 Jun 2024
Measuring Retrieval Complexity in Question Answering Systems
Measuring Retrieval Complexity in Question Answering Systems
Matteo Gabburo
Nicolaas Paul Jedema
Siddhant Garg
Leonardo F. R. Ribeiro
Alessandro Moschitti
41
0
0
05 Jun 2024
HelloFresh: LLM Evaluations on Streams of Real-World Human Editorial
  Actions across X Community Notes and Wikipedia edits
HelloFresh: LLM Evaluations on Streams of Real-World Human Editorial Actions across X Community Notes and Wikipedia edits
Tim Franzmeyer
Aleksandar Shtedritski
Samuel Albanie
Philip H. S. Torr
João F. Henriques
Jakob N. Foerster
27
1
0
05 Jun 2024
Outdated Issue Aware Decoding for Reasoning Questions on Edited
  Knowledge
Outdated Issue Aware Decoding for Reasoning Questions on Edited Knowledge
Zengkui Sun
Yijin Liu
Jiaan Wang
Fandong Meng
Jinan Xu
Yufeng Chen
Jie Zhou
KELM
37
0
0
05 Jun 2024
Chain of Agents: Large Language Models Collaborating on Long-Context
  Tasks
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks
Yusen Zhang
Ruoxi Sun
Yanfei Chen
Tomas Pfister
Rui Zhang
Sercan Ö. Arik
RALM
AI4CE
LLMAG
51
28
0
04 Jun 2024
PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling
PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling
Zefan Cai
Yichi Zhang
Bofei Gao
Yuliang Liu
Yongqian Li
...
Wayne Xiong
Yue Dong
Baobao Chang
Junjie Hu
Wen Xiao
62
84
0
04 Jun 2024
Re-ReST: Reflection-Reinforced Self-Training for Language Agents
Re-ReST: Reflection-Reinforced Self-Training for Language Agents
Zi-Yi Dou
Cheng-Fu Yang
Xueqing Wu
Kai-Wei Chang
Nanyun Peng
LRM
88
7
0
03 Jun 2024
Hallucination-Free? Assessing the Reliability of Leading AI Legal
  Research Tools
Hallucination-Free? Assessing the Reliability of Leading AI Legal Research Tools
Varun Magesh
Faiz Surani
Matthew Dahl
Mirac Suzgun
Christopher D. Manning
Daniel E. Ho
HILM
ELM
AILaw
27
66
0
30 May 2024
One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for
  Retrieval-Augmented Large Language Models
One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models
Yutao Zhu
Zhaoheng Huang
Zhicheng Dou
Ji-Rong Wen
RALM
56
5
0
30 May 2024
Evaluating the External and Parametric Knowledge Fusion of Large
  Language Models
Evaluating the External and Parametric Knowledge Fusion of Large Language Models
Hao Zhang
Yuyang Zhang
Xiaoguang Li
Wenxuan Shi
Haonan Xu
...
Yasheng Wang
Lifeng Shang
Qun Liu
Yong-jin Liu
Ruiming Tang
KELM
38
4
0
29 May 2024
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution
Minghan Li
Xilun Chen
Ari Holtzman
Beidi Chen
Jimmy Lin
Wen-tau Yih
Xi Lin
RALM
BDL
108
10
0
29 May 2024
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models
Chankyu Lee
Rajarshi Roy
Mengyao Xu
Jonathan Raiman
M. Shoeybi
Bryan Catanzaro
Ming-Yu Liu
RALM
54
139
0
27 May 2024
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
Bernal Jiménez Gutiérrez
Yiheng Shu
Yu Gu
Michihiro Yasunaga
Yu-Chuan Su
RALM
CLL
68
33
0
23 May 2024
Reinforcing Language Agents via Policy Optimization with Action
  Decomposition
Reinforcing Language Agents via Policy Optimization with Action Decomposition
Muning Wen
Bo Liu
Weinan Zhang
Jun Wang
Ying Wen
46
8
0
23 May 2024
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research
Jiajie Jin
Yutao Zhu
Xinyu Yang
Chenghao Zhang
Zhicheng Dou
Chenghao Zhang
Tong Zhao
Zhao Yang
Zhicheng Dou
Ji-Rong Wen
VLM
85
47
0
22 May 2024
Evaluation of Retrieval-Augmented Generation: A Survey
Evaluation of Retrieval-Augmented Generation: A Survey
Hao Yu
Aoran Gan
Kai Zhang
Shiwei Tong
Qi Liu
Zhaofeng Liu
3DV
62
82
0
13 May 2024
TANQ: An open domain dataset of table answered questions
TANQ: An open domain dataset of table answered questions
Mubashara Akhtar
Chenxi Pang
Andreea Marzoca
Yasemin Altun
Julian Martin Eisenschlos
LMTD
RALM
41
1
0
13 May 2024
Smurfs: Leveraging Multiple Proficiency Agents with Context-Efficiency
  for Tool Planning
Smurfs: Leveraging Multiple Proficiency Agents with Context-Efficiency for Tool Planning
Junzhi Chen
Juhao Liang
Benyou Wang
LLMAG
28
3
0
09 May 2024
Towards a Search Engine for Machines: Unified Ranking for Multiple
  Retrieval-Augmented Large Language Models
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models
Alireza Salemi
Hamed Zamani
36
4
0
30 Apr 2024
HFT: Half Fine-Tuning for Large Language Models
HFT: Half Fine-Tuning for Large Language Models
Tingfeng Hui
Zhenyu Zhang
Shuohuan Wang
Weiran Xu
Yu Sun
Hua-Hong Wu
CLL
37
4
0
29 Apr 2024
BMRetriever: Tuning Large Language Models as Better Biomedical Text
  Retrievers
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers
Ran Xu
Wenqi Shi
Yue Yu
Yuchen Zhuang
Yanqiao Zhu
M. D. Wang
Joyce C. Ho
Chao Zhang
Carl Yang
LM&MA
40
19
0
29 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval
From Matching to Generation: A Survey on Generative Information Retrieval
Xiaoxi Li
Jiajie Jin
Yujia Zhou
Yuyao Zhang
Peitian Zhang
Yutao Zhu
Zhicheng Dou
3DV
78
46
0
23 Apr 2024
RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation
RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation
Chao Jin
Zili Zhang
Xuanlin Jiang
Fangyue Liu
Xin Liu
Xuanzhe Liu
Xin Jin
40
39
0
18 Apr 2024
When Hindsight is Not 20/20: Testing Limits on Reflective Thinking in
  Large Language Models
When Hindsight is Not 20/20: Testing Limits on Reflective Thinking in Large Language Models
Yanhong Li
Chenghao Yang
Allyson Ettinger
ReLM
LRM
LLMAG
36
7
0
14 Apr 2024
Generalized Contrastive Learning for Multi-Modal Retrieval and Ranking
Generalized Contrastive Learning for Multi-Modal Retrieval and Ranking
Tianyu Zhu
M. Jung
Jesse Clark
91
1
0
12 Apr 2024
A Rationale-centric Counterfactual Data Augmentation Method for
  Cross-Document Event Coreference Resolution
A Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference Resolution
Bowen Ding
Qingkai Min
Shengkun Ma
Yingjie Li
Linyi Yang
Yue Zhang
46
4
0
02 Apr 2024
Dialectical Alignment: Resolving the Tension of 3H and Security Threats
  of LLMs
Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs
Shu Yang
Jiayuan Su
Han Jiang
Mengdi Li
Keyuan Cheng
Muhammad Asif Ali
Lijie Hu
Di Wang
35
5
0
30 Mar 2024
Gecko: Versatile Text Embeddings Distilled from Large Language Models
Gecko: Versatile Text Embeddings Distilled from Large Language Models
Jinhyuk Lee
Zhuyun Dai
Xiaoqi Ren
Blair Chen
Daniel Cer
...
Aditya Kusupati
Prateek Jain
Siddhartha Reddy Jonnalagadda
Ming-Wei Chang
Iftekhar Naim
RALM
VLM
SyDa
48
41
0
29 Mar 2024
Knowledge Boundary and Persona Dynamic Shape A Better Social Media Agent
Knowledge Boundary and Persona Dynamic Shape A Better Social Media Agent
Junkai Zhou
Liang Pang
Ya Jing
Jia Gu
Huawei Shen
Xueqi Cheng
36
1
0
28 Mar 2024
Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art
Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art
Neeloy Chakraborty
Melkior Ornik
Katherine Driggs-Campbell
LRM
57
9
0
25 Mar 2024
NovelQA: Benchmarking Question Answering on Documents Exceeding 200K Tokens
NovelQA: Benchmarking Question Answering on Documents Exceeding 200K Tokens
Cunxiang Wang
Ruoxi Ning
Boqi Pan
Tonghui Wu
Qipeng Guo
...
Guangsheng Bao
Xiangkun Hu
Zheng Zhang
Qian Wang
Yue Zhang
RALM
106
3
0
18 Mar 2024
ClaimVer: Explainable Claim-Level Verification and Evidence Attribution
  of Text Through Knowledge Graphs
ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs
Preetam Prabhu Srikar Dammu
Himanshu Naidu
Mouly Dewan
YoungMin Kim
Tanya Roosta
Aman Chadha
Chirag Shah
46
6
0
12 Mar 2024
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
Yuqi Zhu
Shuofei Qiao
Yixin Ou
Shumin Deng
N. Zhang
Shiwei Lyu
Yue Shen
Lei Liang
Jinjie Gu
H. Chen
LLMAG
LM&Ro
83
26
0
05 Mar 2024
Researchy Questions: A Dataset of Multi-Perspective, Decompositional
  Questions for LLM Web Agents
Researchy Questions: A Dataset of Multi-Perspective, Decompositional Questions for LLM Web Agents
Corby Rosset
Ho-Lam Chung
Guanghui Qin
Ethan C. Chau
Zhuo Feng
Ahmed Hassan Awadallah
Jennifer Neville
Nikhil Rao
48
10
0
27 Feb 2024
FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for
  Large Language Models
FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models
Andrew Zhu
Alyssa Hwang
Liam Dugan
Chris Callison-Burch
ELM
50
0
0
21 Feb 2024
Analysing The Impact of Sequence Composition on Language Model
  Pre-Training
Analysing The Impact of Sequence Composition on Language Model Pre-Training
Yu Zhao
Yuanbin Qu
Konrad Staniszewski
Szymon Tworkowski
Wei Liu
Piotr Milo's
Yuxiang Wu
Pasquale Minervini
34
14
0
21 Feb 2024
WKVQuant: Quantizing Weight and Key/Value Cache for Large Language
  Models Gains More
WKVQuant: Quantizing Weight and Key/Value Cache for Large Language Models Gains More
Yuxuan Yue
Zhihang Yuan
Haojie Duanmu
Sifan Zhou
Jianlong Wu
Liqiang Nie
MQ
32
42
0
19 Feb 2024
Learning From Failure: Integrating Negative Examples when Fine-tuning
  Large Language Models as Agents
Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language Models as Agents
Renxi Wang
Haonan Li
Xudong Han
Yixuan Zhang
Timothy Baldwin
LLMAG
27
22
0
18 Feb 2024
Can We Verify Step by Step for Incorrect Answer Detection?
Can We Verify Step by Step for Incorrect Answer Detection?
Xin Xu
Shizhe Diao
Can Yang
Yang Wang
LRM
122
13
0
16 Feb 2024
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