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Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering

17 November 2019

Vikas Yadav

Steven Bethard

Mihai Surdeanu

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Papers citing "Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering"

45 / 45 papers shown

Title
Tensor Product Attention Is All You Need Yifan Zhang Yifeng Liu Huizhuo Yuan Zhen Qin Yang Yuan Q. Gu Andrew Chi-Chih Yao 159 14 0 11 Jan 2025
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 130 1 0 09 Oct 2024
Question Answering as Global Reasoning over Semantic Abstractions Daniel Khashabi Tushar Khot Ashish Sabharwal Dan Roth 69 81 0 09 Jun 2019
Understanding Dataset Design Choices for Multi-hop Reasoning Jifan Chen Greg Durrett LRM 64 98 0 27 Apr 2019
Repurposing Entailment for Multi-Hop Question Answering Tasks H. Trivedi Heeyoung Kwon Tushar Khot Ashish Sabharwal Niranjan Balasubramanian LRM 74 45 0 20 Apr 2019
KBQA: Learning Question Answering over QA Corpora and Knowledge Bases Wanyun Cui Yanghua Xiao Haixun Wang Yangqiu Song Seung-won Hwang Wei Wang 52 256 0 06 Mar 2019
Evidence Sentence Extraction for Machine Reading Comprehension Hai Wang Dian Yu Kai Sun Jianshu Chen Dong Yu David A. McAllester Dan Roth 61 56 0 23 Feb 2019
Improving Question Answering with External Knowledge Xiaoman Pan Kai Sun Dian Yu Jianshu Chen Heng Ji Claire Cardie Dong Yu KELM 63 66 0 03 Feb 2019
DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension Kai Sun Dian Yu Jianshu Chen Dong Yu Yejin Choi Claire Cardie RALM AIMat 57 297 0 01 Feb 2019
Improving Machine Reading Comprehension with General Reading Strategies Kai Sun Dian Yu Dong Yu Claire Cardie AI4CE 76 116 0 31 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering Zhilin Yang Peng Qi Saizheng Zhang Yoshua Bengio William W. Cohen Ruslan Salakhutdinov Christopher D. Manning RALM 188 2,694 0 25 Sep 2018
Commonsense for Generative Multi-Hop Question Answering Tasks Lisa Bauer Yicheng Wang Joey Tianyi Zhou RALM ReLM LRM KELM 47 181 0 17 Sep 2018
Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering Todor Mihaylov Peter Clark Tushar Khot Ashish Sabharwal 119 1,562 0 08 Sep 2018
Question Answering by Reasoning Across Documents with Graph Convolutional Networks Nicola De Cao Wilker Aziz Ivan Titov BDL RALM GNN 96 226 0 29 Aug 2018
Sanity Check: A Strong Alignment and Information Retrieval Baseline for Question Answering Vikas Yadav Rebecca Sharp Mihai Surdeanu 53 15 0 05 Jul 2018
Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce Minghui Qiu Liu Yang Feng Ji Weipeng Zhao Wenmeng Zhou Jun Huang Haiqing Chen W. Bruce Croft Wei Lin 70 24 0 14 Jun 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 292 2,853 0 11 Jun 2018
Learning to Search in Long Documents Using Document Structure Mor Geva Jonathan Berant RALM 64 15 0 09 Jun 2018
Explaining Explanations: An Overview of Interpretability of Machine Learning Leilani H. Gilpin David Bau Ben Z. Yuan Ayesha Bajwa Michael A. Specter Lalana Kagal XAI 97 1,862 0 31 May 2018
KG^2: Learning to Reason Science Exam Questions with Contextual Knowledge Graph Embeddings Yuyu Zhang H. Dai Kamil Toraman Le Song RALM 54 28 0 31 May 2018
Efficient and Robust Question Answering from Minimal Context over Documents Sewon Min Victor Zhong R. Socher Caiming Xiong AAML 67 163 0 21 May 2018
Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification Yizhong Wang Kai-Chun Liu Jing Liu W. He Yajuan Lyu Hua Wu Sujian Li Haifeng Wang 69 117 0 06 May 2018
Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge Peter Clark Isaac Cowhey Oren Etzioni Tushar Khot Ashish Sabharwal Carissa Schoenick Oyvind Tafjord ELM RALM LRM 170 2,660 0 14 Mar 2018
An Interpretable Reasoning Network for Multi-Relation Question Answering Mantong Zhou Minlie Huang Xiaoyan Zhu KELM 49 119 0 15 Jan 2018
Supervised and Unsupervised Transfer Learning for Question Answering Yu-An Chung Hung-yi Lee James R. Glass 72 83 0 14 Nov 2017
Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering Shuohang Wang Mo Yu Jing Jiang Wei Zhang Xiaoxiao Guo Shiyu Chang Zhiguo Wang Tim Klinger Gerald Tesauro Murray Campbell RALM 74 162 0 14 Nov 2017
Constructing Datasets for Multi-hop Reading Comprehension Across Documents Johannes Welbl Pontus Stenetorp Sebastian Riedel SyDa RALM 103 513 0 17 Oct 2017
Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models Wojciech Samek Thomas Wiegand K. Müller XAI VLM 80 1,195 0 28 Aug 2017
Quasar: Datasets for Question Answering by Search and Reading Bhuwan Dhingra Kathryn Mazaitis William W. Cohen RALM 69 185 0 12 Jul 2017
A causal framework for explaining the predictions of black-box sequence-to-sequence models David Alvarez-Melis Tommi Jaakkola CML 357 204 0 06 Jul 2017
Answering Complex Questions Using Open Information Extraction Tushar Khot Ashish Sabharwal Peter Clark RALM 49 112 0 19 Apr 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 524 4,494 0 18 Apr 2017
SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine Matthew Dunn Levent Sagun Mike Higgins V. U. Güney Volkan Cirik Kyunghyun Cho RALM 101 456 0 18 Apr 2017
RACE: Large-scale ReAding Comprehension Dataset From Examinations Guokun Lai Qizhe Xie Hanxiao Liu Yiming Yang Eduard H. Hovy ELM 193 1,357 0 15 Apr 2017
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 121 2,019 0 31 Mar 2017
Question Answering through Transfer Learning from Large Fine-grained Supervision Data Sewon Min Minjoon Seo Hannaneh Hajishirzi RALM 62 120 0 07 Feb 2017
"What is Relevant in a Text Document?": An Interpretable Machine Learning Approach L. Arras F. Horn G. Montavon K. Müller Wojciech Samek 69 288 0 23 Dec 2016
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 216 2,906 0 12 Dec 2016
Hierarchical Question Answering for Long Documents Eunsol Choi D. Hewlett Alexandre Lacoste Illia Polosukhin Jakob Uszkoreit Jonathan Berant RALM 83 168 0 06 Nov 2016
A Compare-Aggregate Model for Matching Text Sequences Shuohang Wang Jing Jiang 68 277 0 06 Nov 2016
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 133 2,091 0 05 Nov 2016
Question Answering via Integer Programming over Semi-Structured Knowledge Daniel Khashabi Tushar Khot Ashish Sabharwal Peter Clark Oren Etzioni Dan Roth 63 102 0 20 Apr 2016
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 326 4,294 0 21 Aug 2015
Deep Learning for Answer Sentence Selection Lei Yu Karl Moritz Hermann Phil Blunsom S. Pulman 65 413 0 04 Dec 2014