Compositional Questions Do Not Necessitate Multi-hop Reasoning

7 June 2019

Luke Zettlemoyer

Papers citing "Compositional Questions Do Not Necessitate Multi-hop Reasoning"

50 / 116 papers shown

Title
Analyzing Dynamic Adversarial Training Data in the Limit Eric Wallace Adina Williams Robin Jia Douwe Kiela 368 31 0 16 Oct 2021
Distantly-Supervised Evidence Retrieval Enables Question Answering without Evidence Annotation Chen Zhao Chenyan Xiong Jordan L. Boyd-Graber Hal Daumé RALM 85 10 0 10 Oct 2021
NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset Qiyuan Zhang Lei Wang S. Yu Shuohang Wang Yang Wang Jing Jiang Ee-Peng Lim AIMat 147 17 0 22 Sep 2021
Can Edge Probing Tasks Reveal Linguistic Knowledge in QA Models? Sagnik Ray Choudhury Nikita Bhutani Isabelle Augenstein 135 1 0 15 Sep 2021
Behind the Scenes: An Exploration of Trigger Biases Problem in Few-Shot Event Classification Peiyi Wang Runxin Xu Tianyu Liu Damai Dai Baobao Chang Zhifang Sui 106 16 0 29 Aug 2021
MuSiQue: Multihop Questions via Single-hop Question Composition H. Trivedi Niranjan Balasubramanian Tushar Khot Ashish Sabharwal LRM 240 381 0 02 Aug 2021
Robustifying Multi-hop QA through Pseudo-Evidentiality Training Kyungjae Lee Seung-won Hwang Sanghyun Han Dohyeon Lee OffRL 106 13 0 07 Jul 2021
Generating Hypothetical Events for Abductive Inference Debjit Paul Anette Frank ReLM LRM 94 7 0 07 Jun 2021
Why Machine Reading Comprehension Models Learn Shortcuts? Yuxuan Lai Chen Zhang Yansong Feng Quzhe Huang Dongyan Zhao SyDa 102 53 0 02 Jun 2021
KLUE: Korean Language Understanding Evaluation Sungjoon Park Jihyung Moon Sungdong Kim Won Ik Cho Jiyoon Han ... Seonghyun Kim Lucy Park Alice Oh Jung-Woo Ha Kyunghyun Cho ELM VLM 231 210 0 20 May 2021
Do Natural Language Explanations Represent Valid Logical Arguments? Verifying Entailment in Explainable NLI Gold Standards Marco Valentino Ian Pratt-Hartman André Freitas XAI LRM 108 12 0 05 May 2021
Flexible Generation of Natural Language Deductions Kaj Bostrom Xinyu Zhao Swarat Chaudhuri Greg Durrett ReLM LRM 396 34 0 18 Apr 2021
Generative Context Pair Selection for Multi-hop Question Answering Dheeru Dua Cicero Nogueira dos Santos Patrick Ng Ben Athiwaratkun Bing Xiang Matt Gardner Sameer Singh LRM 63 2 0 18 Apr 2021
Joint Passage Ranking for Diverse Multi-Answer Retrieval Sewon Min Kenton Lee Ming-Wei Chang Kristina Toutanova Hannaneh Hajishirzi 152 43 0 17 Apr 2021
MultiModalQA: Complex Question Answering over Text, Tables and Images Alon Talmor Ori Yoran Amnon Catav Dan Lahav Yizhong Wang Akari Asai Gabriel Ilharco Hannaneh Hajishirzi Jonathan Berant LMTD 146 181 0 13 Apr 2021
Connecting Attributions and QA Model Behavior on Realistic Counterfactuals Xi Ye Rohan Nair Greg Durrett 83 25 0 09 Apr 2021
Paired Examples as Indirect Supervision in Latent Decision Models Nitish Gupta Sameer Singh Matt Gardner Dan Roth 110 7 0 05 Apr 2021
Similarity-Based Equational Inference in Physics Jordan Meadows André Freitas 90 5 0 24 Mar 2021
Complex Factoid Question Answering with a Free-Text Knowledge Graph Chen Zhao Chenyan Xiong Xin Qian Jordan L. Boyd-Graber 128 38 0 23 Mar 2021
Complementary Evidence Identification in Open-Domain Question Answering Xiangyang Mou Mo Yu Shiyu Chang Yufei Feng Li Zhang Hui Su 108 2 0 22 Mar 2021
Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering Aman Jain Mayank Kothyari Vishwajeet Kumar Preethi Jyothi Ganesh Ramakrishnan Soumen Chakrabarti 100 39 0 09 Mar 2021
Rissanen Data Analysis: Examining Dataset Characteristics via Description Length Ethan Perez Douwe Kiela Kyunghyun Cho 109 24 0 05 Mar 2021
Do Question Answering Modeling Improvements Hold Across Benchmarks? Nelson F. Liu Tony Lee Robin Jia Percy Liang 106 15 0 01 Feb 2021
Mitigating the Position Bias of Transformer Models in Passage Re-Ranking Sebastian Hofstatter Aldo Lipani Sophia Althammer Markus Zlabinger Allan Hanbury 173 18 0 18 Jan 2021
MASKER: Masked Keyword Regularization for Reliable Text Classification S. Moon Sangwoo Mo Kimin Lee Jaeho Lee Jinwoo Shin 141 38 0 17 Dec 2020
IIRC: A Dataset of Incomplete Information Reading Comprehension Questions James Ferguson Matt Gardner Hannaneh Hajishirzi Tushar Khot Pradeep Dasigi RALM 96 60 0 13 Nov 2020
Learning to Model and Ignore Dataset Bias with Mixed Capacity Ensembles Christopher Clark Mark Yatskar Luke Zettlemoyer 125 62 0 07 Nov 2020
HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification Yichen Jiang Shikha Bordia Zheng Zhong Charles Dognin M. Singh Joey Tianyi Zhou 209 176 0 05 Nov 2020
Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps Xanh Ho A. Nguyen Saku Sugawara Akiko Aizawa RALM LRM 149 613 0 02 Nov 2020
Concealed Data Poisoning Attacks on NLP Models Eric Wallace Tony Zhao Shi Feng Sameer Singh SILM 114 20 0 23 Oct 2020
MOCHA: A Dataset for Training and Evaluating Generative Reading Comprehension Metrics Anthony Chen Gabriel Stanovsky Sameer Singh Matt Gardner 145 55 0 07 Oct 2020
Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision Max Glockner Ivan Habernal Iryna Gurevych LRM 123 26 0 07 Oct 2020
A Survey on Explainability in Machine Reading Comprehension Mokanarangan Thayaparan Marco Valentino André Freitas FaML 151 51 0 01 Oct 2020
Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models Tushar Khot Daniel Khashabi Kyle Richardson Peter Clark Ashish Sabharwal ReLM 131 90 0 01 Sep 2020
Selective Question Answering under Domain Shift Amita Kamath Robin Jia Percy Liang OOD 126 227 0 16 Jun 2020
Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge Alon Talmor Oyvind Tafjord Peter Clark Yoav Goldberg Jonathan Berant ReLM LRM 100 37 0 11 Jun 2020
GMAT: Global Memory Augmentation for Transformers Ankit Gupta Jonathan Berant RALM 129 51 0 05 Jun 2020
Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and models Viktor Schlegel Goran Nenadic Riza Batista-Navarro ELM 109 18 0 29 May 2020
What-if I ask you to explain: Explaining the effects of perturbations in procedural text Dheeraj Rajagopal Niket Tandon Bhavana Dalvi Peter Clarke Eduard H. Hovy 69 14 0 04 May 2020
Is Multihop QA in DiRe Condition? Measuring and Reducing Disconnected Reasoning H. Trivedi Niranjan Balasubramanian Tushar Khot Ashish Sabharwal AAML 70 1 0 02 May 2020
Obtaining Faithful Interpretations from Compositional Neural Networks Sanjay Subramanian Ben Bogin Nitish Gupta Tomer Wolfson Sameer Singh Jonathan Berant Matt Gardner 92 43 0 02 May 2020
Look at the First Sentence: Position Bias in Question Answering Miyoung Ko Jinhyuk Lee Hyunjae Kim Gangwoo Kim Jaewoo Kang FaML OOD 181 103 0 30 Apr 2020
Logic-Guided Data Augmentation and Regularization for Consistent Question Answering Akari Asai Hannaneh Hajishirzi NAI 164 120 0 21 Apr 2020
A Simple Yet Strong Pipeline for HotpotQA Dirk Groeneveld Tushar Khot Mausam Ashish Sabharwal 105 41 0 14 Apr 2020
Pretrained Transformers Improve Out-of-Distribution Robustness Dan Hendrycks Xiaoyuan Liu Eric Wallace Adam Dziedzic R. Krishnan Basel Alomair OOD 321 445 0 13 Apr 2020
Towards Non-task-specific Distillation of BERT via Sentence Representation Approximation Bowen Wu Huan Zhang Mengyuan Li Zongsheng Wang Qihang Feng Junhong Huang Baoxun Wang 69 4 0 07 Apr 2020
Evaluating Models' Local Decision Boundaries via Contrast Sets Matt Gardner Yoav Artzi Victoria Basmova Jonathan Berant Ben Bogin ... Sanjay Subramanian Reut Tsarfaty Eric Wallace Ally Zhang Ben Zhou ELM 208 84 0 06 Apr 2020
Graph Sequential Network for Reasoning over Sequences Ming Tu Jing Huang Xiaodong He Bowen Zhou GNN 85 7 0 04 Apr 2020
Benchmarking Machine Reading Comprehension: A Psychological Perspective Saku Sugawara Pontus Stenetorp Akiko Aizawa 96 2 0 04 Apr 2020
R3: A Reading Comprehension Benchmark Requiring Reasoning Processes Ran Wang Kun Tao Dingjie Song Zhilong Zhang Xiao Ma Xiáo Su Xinyu Dai 88 3 0 02 Apr 2020