Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks

19 February 2015

Jason Weston

Papers citing "Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks"

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Title
HUBERT Untangles BERT to Improve Transfer across NLP Tasks M. Moradshahi Hamid Palangi M. Lam P. Smolensky Jianfeng Gao 29 16 0 25 Oct 2019
QASC: A Dataset for Question Answering via Sentence Composition Tushar Khot Peter Clark Michal Guerquin Peter Alexander Jansen Ashish Sabharwal CoGe 39 319 0 25 Oct 2019
Relation Module for Non-answerable Prediction on Question Answering Kevin Huang Yun Tang Jing-ling Huang Xiaodong He Bowen Zhou 20 6 0 23 Oct 2019
Memory-Augmented Recurrent Networks for Dialogue Coherence David Donahue Yuanliang Meng Anna Rumshisky 16 0 0 16 Oct 2019
Why can't memory networks read effectively? Simon Suster Madhumita Sushil Walter Daelemans GNN 20 0 0 16 Oct 2019
Multi-hop Question Answering via Reasoning Chains Jifan Chen Shih-Ting Lin Greg Durrett ReLM LRM 19 74 0 07 Oct 2019
DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs Yi-Lin Tuan Yun-Nung Chen Hung-yi Lee 21 71 0 01 Oct 2019
On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation Victor Prokhorov Ehsan Shareghi Yingzhen Li Mohammad Taher Pilehvar Nigel Collier DRL 17 29 0 30 Sep 2019
Attention Interpretability Across NLP Tasks Shikhar Vashishth Shyam Upadhyay Gaurav Singh Tomar Manaal Faruqui XAI MILM 42 176 0 24 Sep 2019
What's Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering Tushar Khot Ashish Sabharwal Peter Clark RALM 24 22 0 19 Sep 2019
Procedural Reasoning Networks for Understanding Multimodal Procedures Mustafa Sercan Amac Semih Yagcioglu Aykut Erdem Erkut Erdem 24 13 0 19 Sep 2019
Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use Cases Xin Guo Luisa F. Polanía Bin Zhu C. Boncelet Kenneth Barner 24 28 0 19 Sep 2019
Information Extraction Tool Text2ALM: From Narratives to Action Language System Descriptions Craig R. Olson Yuliya Lierler 19 4 0 18 Sep 2019
Probing Natural Language Inference Models through Semantic Fragments Kyle Richardson Hai Hu L. Moss Ashish Sabharwal 19 148 0 16 Sep 2019
Learning Invariants through Soft Unification Nuri Cingillioglu A. Russo NAI 13 2 0 16 Sep 2019
Self-Assembling Modular Networks for Interpretable Multi-Hop Reasoning Yichen Jiang Joey Tianyi Zhou ReLM LRM 13 72 0 12 Sep 2019
How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations Betty van Aken B. Winter Alexander Loser Felix Alexander Gers 27 152 0 11 Sep 2019
Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text Bhavana Dalvi Niket Tandon Antoine Bosselut Wen-tau Yih Peter Clark 29 48 0 10 Sep 2019
WIQA: A dataset for "What if..." reasoning over procedural text Niket Tandon Bhavana Dalvi Keisuke Sakaguchi Antoine Bosselut Peter Clark 11 99 0 10 Sep 2019
Interactive Language Learning by Question Answering Xingdi Yuan Marc-Alexandre Côté Jie Fu Zhouhan Lin C. Pal Yoshua Bengio Adam Trischler 13 46 0 28 Aug 2019
Ensemble approach for natural language question answering problem A. Anioł Marcin Pietroñ 23 18 0 26 Aug 2019
Deep Learning Based Chatbot Models Richard Csaky 29 46 0 23 Aug 2019
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text Koustuv Sinha Shagun Sodhani Jin Dong Joelle Pineau William L. Hamilton 32 201 0 16 Aug 2019
Towards Debiasing Fact Verification Models Tal Schuster Darsh J. Shah Yun Jie Serene Yeo Daniel Filizzola Enrico Santus Regina Barzilay 36 209 0 14 Aug 2019
V-PROM: A Benchmark for Visual Reasoning Using Visual Progressive Matrices Damien Teney Peng Wang Jiewei Cao Lingqiao Liu Chunhua Shen Anton Van Den Hengel 7 30 0 29 Jul 2019
Metalearned Neural Memory Tsendsuren Munkhdalai Alessandro Sordoni Tong Wang Adam Trischler KELM 25 60 0 23 Jul 2019
Perception of visual numerosity in humans and machines Alberto Testolin S. Dolfi Mathijs Rochus Marco Zorzi 18 2 0 16 Jul 2019
Task Selection Policies for Multitask Learning John Glover Chris Hokamp OffRL 29 7 0 14 Jul 2019
Tackling Graphical NLP problems with Graph Recurrent Networks Linfeng Song GNN 27 1 0 13 Jul 2019
Large Memory Layers with Product Keys Guillaume Lample Alexandre Sablayrolles MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou MoE 33 131 0 10 Jul 2019
UW-BHI at MEDIQA 2019: An Analysis of Representation Methods for Medical Natural Language Inference William R. Kearns Wilson Lau Jason Thomas 19 3 0 09 Jul 2019
Neural Machine Reading Comprehension: Methods and Trends Kaixuan Li Xiujuan Xian Sheng Zhang Jiafu Wang N. Yu FaML 30 12 0 02 Jul 2019
Be Consistent! Improving Procedural Text Comprehension using Label Consistency Xinya Du Bhavana Dalvi Niket Tandon Antoine Bosselut Wen-tau Yih Peter Clark Claire Cardie 7 31 0 21 Jun 2019
Hindi Question Generation Using Dependency Structures Kaveri Anuranjana Anvesh Rao Vijjini R. Mamidi 21 8 0 20 Jun 2019
Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA Yichen Jiang Joey Tianyi Zhou AAML LRM 32 103 0 17 Jun 2019
SEntNet: Source-aware Recurrent Entity Network for Dialogue Response Selection Jiahuan Pei Arent Stienstra Julia Kiseleva Maarten de Rijke 27 6 0 16 Jun 2019
Multigrid Neural Memory T. Huynh Michael Maire Matthew R. Walter 11 9 0 13 Jun 2019
HEAD-QA: A Healthcare Dataset for Complex Reasoning David Vilares Carlos Gómez-Rodríguez 27 80 0 11 Jun 2019
Learning Word Embeddings with Domain Awareness Guoyin Wang Yan Song Yue Zhang Dong Yu 20 3 0 07 Jun 2019
What Can Neural Networks Reason About? Keyulu Xu Jingling Li Mozhi Zhang S. Du Ken-ichi Kawarabayashi Stefanie Jegelka NAI AI4CE 27 240 0 30 May 2019
Harry Potter and the Action Prediction Challenge from Natural Language David Vilares Carlos Gómez-Rodríguez 11 4 0 27 May 2019
Differentiable Representations For Multihop Inference Rules William W. Cohen Haitian Sun R. A. Hofer M. Siegler 14 2 0 24 May 2019
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions Christopher Clark Kenton Lee Ming-Wei Chang Tom Kwiatkowski Michael Collins Kristina Toutanova 96 1,420 0 24 May 2019
ANTIQUE: A Non-Factoid Question Answering Benchmark Helia Hashemi Mohammad Aliannejadi Hamed Zamani W. Bruce Croft RALM HILM 9 82 0 22 May 2019
Learning to Memorize in Neural Task-Oriented Dialogue Systems Chien-Sheng Wu 21 5 0 19 May 2019
Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs Ming Tu Guangtao Wang Jing-ling Huang Yun Tang Xiaodong He Bowen Zhou 28 149 0 17 May 2019
The relational processing limits of classic and contemporary neural network models of language processing Guillermo Puebla Andrea E. Martin L. Doumas 30 10 0 12 May 2019
Context-Dependent Semantic Parsing over Temporally Structured Data Charles C. Chen Razvan Bunescu 10 3 0 01 May 2019
Understanding Dataset Design Choices for Multi-hop Reasoning Jifan Chen Greg Durrett LRM 16 97 0 27 Apr 2019
Neural Logic Machines Honghua Dong Jiayuan Mao Tian Lin Chong-Jun Wang Lihong Li Denny Zhou NAI LRM AI4CE 30 248 0 26 Apr 2019