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
Critical Thinking for Language Models Gregor Betz Christian Voigt Kyle Richardson SyDa ReLM LRM AI4CE 26 35 0 15 Sep 2020
Relation/Entity-Centric Reading Comprehension Takeshi Onishi 21 0 0 27 Aug 2020
Interpretable Multi-Step Reasoning with Knowledge Extraction on Complex Healthcare Question Answering Ye Liu Shaika Chowdhury Chenwei Zhang Cornelia Caragea Philip S. Yu 22 13 0 06 Aug 2020
Distributed Associative Memory Network with Memory Refreshing Loss Taewon Park Inchul Choi Minho Lee CLL 23 6 0 21 Jul 2020
INT: An Inequality Benchmark for Evaluating Generalization in Theorem Proving Yuhuai Wu Albert Qiaochu Jiang Jimmy Ba Roger C. Grosse AIMat 24 55 0 06 Jul 2020
Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions Stephen Roller Y-Lan Boureau Jason Weston Antoine Bordes Emily Dinan ... Kurt Shuster Eric Michael Smith Arthur Szlam Jack Urbanek Mary Williamson LLMAG AI4CE 28 51 0 22 Jun 2020
A Survey on Machine Reading Comprehension: Tasks, Evaluation Metrics and Benchmark Datasets Chengchang Zeng Shaobo Li Qin Li Jie Hu Jianjun Hu 13 101 0 21 Jun 2020
Are Pretrained Language Models Symbolic Reasoners Over Knowledge? Nora Kassner Benno Kroje Hinrich Schütze ReLM LRM 14 5 0 18 Jun 2020
Conversational Search -- A Report from Dagstuhl Seminar 19461 Avishek Anand L. Cavedon Matthias Hagen Hideo Joho Mark Sanderson Benno Stein 20 13 0 18 May 2020
Towards Question Format Independent Numerical Reasoning: A Set of Prerequisite Tasks Swaroop Mishra Arindam Mitra Neeraj Varshney Bhavdeep Singh Sachdeva Chitta Baral AIMat 12 13 0 18 May 2020
Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond ZhuoSheng Zhang Hai Zhao Rui Wang 18 62 0 13 May 2020
A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering Nils Holzenberger Andrew Blair-Stanek Benjamin Van Durme ELM AILaw 13 67 0 11 May 2020
CSB-RNN: A Faster-than-Realtime RNN Acceleration Framework with Compressed Structured Blocks Runbin Shi Peiyan Dong Tong Geng Yuhao Ding Xiaolong Ma Hayden Kwok-Hay So Martin C. Herbordt Ang Li Yanzhi Wang MQ 15 13 0 11 May 2020
To Test Machine Comprehension, Start by Defining Comprehension Jesse Dunietz Greg Burnham Akash Bharadwaj Owen Rambow Jennifer Chu-Carroll D. Ferrucci FaML 54 65 0 04 May 2020
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking Giovanni Campagna Agata Foryciarz M. Moradshahi M. Lam 21 97 0 02 May 2020
Towards Transparent and Explainable Attention Models Akash Kumar Mohankumar Preksha Nema Sharan Narasimhan Mitesh M. Khapra Balaji Vasan Srinivasan Balaraman Ravindran 44 99 0 29 Apr 2020
Deep Conversational Recommender Systems: A New Frontier for Goal-Oriented Dialogue Systems Dai Hoang Tran Quan Z. Sheng W. Zhang S. Hamad Munazza Zaib Nguyen H. Tran Lina Yao N. Khoa 16 6 0 28 Apr 2020
DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking Christopher Hidey Tuhin Chakrabarty Tariq Alhindi Siddharth Varia K. Krstovski Mona T. Diab Smaranda Muresan AAML 20 43 0 27 Apr 2020
MCQA: Multimodal Co-attention Based Network for Question Answering Abhishek Kumar Trisha Mittal Tianyi Zhou 19 14 0 25 Apr 2020
A Survey of Document Grounded Dialogue Systems (DGDS) Longxuan Ma Weinan Zhang Mingda Li Ting Liu 32 19 0 17 Apr 2020
Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training Joe Stacey Pasquale Minervini Haim Dubossarsky Sebastian Riedel Tim Rocktaschel AI4CE 25 8 0 16 Apr 2020
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data Wenhu Chen Hanwen Zha Zhiyu Zoey Chen Wenhan Xiong Hong Wang Wei Wang 38 293 0 15 Apr 2020
Benchmarking Machine Reading Comprehension: A Psychological Perspective Saku Sugawara Pontus Stenetorp Akiko Aizawa 16 2 0 04 Apr 2020
Procedural Reading Comprehension with Attribute-Aware Context Flow Aida Amini Antoine Bosselut Bhavana Dalvi Yejin Choi Hannaneh Hajishirzi AI4TS 8 21 0 31 Mar 2020
Solving Raven's Progressive Matrices with Multi-Layer Relation Networks Marius Jahrens T. Martinetz AIMat GNN 22 29 0 25 Mar 2020
CRWIZ: A Framework for Crowdsourcing Real-Time Wizard-of-Oz Dialogues Javier Chiyah-Garcia José Lopes Xingkun Liu H. Hastie 13 7 0 12 Mar 2020
Video2Commonsense: Generating Commonsense Descriptions to Enrich Video Captioning Zhiyuan Fang Tejas Gokhale Pratyay Banerjee Chitta Baral Yezhou Yang 23 60 0 11 Mar 2020
Natural Language QA Approaches using Reasoning with External Knowledge Chitta Baral Pratyay Banerjee Kuntal Kumar Pal Arindam Mitra LRM 22 5 0 06 Mar 2020
A $^3$ : Accelerating Attention Mechanisms in Neural Networks with Approximation Tae Jun Ham Sungjun Jung Seonghak Kim Young H. Oh Yeonhong Park ... Jung-Hun Park Sanghee Lee Kyoung Park Jae W. Lee D. Jeong 24 213 0 22 Feb 2020
Learning Dynamic Belief Graphs to Generalize on Text-Based Games Ashutosh Adhikari Xingdi Yuan Marc-Alexandre Côté M. Zelinka Marc-Antoine Rondeau Romain Laroche Pascal Poupart Jian Tang Adam Trischler William L. Hamilton AI4CE 35 81 0 21 Feb 2020
Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base William W. Cohen Haitian Sun R. A. Hofer M. Siegler 30 61 0 14 Feb 2020
Transformers as Soft Reasoners over Language Peter Clark Oyvind Tafjord Kyle Richardson ReLM OffRL LRM 42 348 0 14 Feb 2020
Deep Learning for Source Code Modeling and Generation: Models, Applications and Challenges T. H. Le Hao Chen Muhammad Ali Babar VLM 64 152 0 13 Feb 2020
Self-Attentive Associative Memory Hung Le T. Tran Svetha Venkatesh 22 56 0 10 Feb 2020
Teaching Machines to Converse Jiwei Li 29 4 0 31 Jan 2020
MEMO: A Deep Network for Flexible Combination of Episodic Memories Andrea Banino Adria Puigdomenech Badia Raphael Köster Martin Chadwick V. Zambaldi Demis Hassabis Caswell Barry M. Botvinick D. Kumaran Charles Blundell KELM 26 33 0 29 Jan 2020
Plato Dialogue System: A Flexible Conversational AI Research Platform Alexandros Papangelis Mahdi Namazifar Chandra Khatri Yi-Chia Wang Piero Molino Gokhan Tur LLMAG 29 23 0 17 Jan 2020
Human-like Time Series Summaries via Trend Utility Estimation Pegah Jandaghi Jay Pujara AI4TS 6 1 0 16 Jan 2020
HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline Richard Liaw Romil Bhardwaj Lisa Dunlap Yitian Zou Joseph E. Gonzalez Ion Stoica Alexey Tumanov 20 44 0 08 Jan 2020
ORB: An Open Reading Benchmark for Comprehensive Evaluation of Machine Reading Comprehension Dheeru Dua Ananth Gottumukkala Alon Talmor Sameer Singh Matt Gardner 23 10 0 29 Dec 2019
Measuring Compositional Generalization: A Comprehensive Method on Realistic Data Daniel Keysers Nathanael Scharli Nathan Scales Hylke Buisman Daniel Furrer ... Tibor Tihon Dmitry Tsarkov Tianlin Li Marc van Zee Olivier Bousquet CoGe 21 348 0 20 Dec 2019
Going Beneath the Surface: Evaluating Image Captioning for Grammaticality, Truthfulness and Diversity Huiyuan Xie Tom Sherborne A. Kuhnle Ann A. Copestake DiffM 25 9 0 19 Dec 2019
Differentiable Reasoning on Large Knowledge Bases and Natural Language Pasquale Minervini Matko Bovsnjak Tim Rocktaschel Sebastian Riedel Edward Grefenstette LRM 24 88 0 17 Dec 2019
Easy-to-Hard: Leveraging Simple Questions for Complex Question Generation Jie Zhao Xiang Deng Huan Sun 17 3 0 05 Dec 2019
Temporal Reasoning via Audio Question Answering Haytham M. Fayek Justin Johnson 27 51 0 21 Nov 2019
Assessing the Benchmarking Capacity of Machine Reading Comprehension Datasets Saku Sugawara Pontus Stenetorp Kentaro Inui Akiko Aizawa 11 86 0 21 Nov 2019
Attention on Abstract Visual Reasoning Lukas Hahne Timo Lüddecke F. Worgotter David Kappel GNN 25 23 0 14 Nov 2019
Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering Antoine Bosselut Ronan Le Bras Yejin Choi NAI 27 41 0 10 Nov 2019
Char-RNN and Active Learning for Hashtag Segmentation T. Glushkova Ekaterina Artemova SSeg 11 3 0 08 Nov 2019
HUBERT Untangles BERT to Improve Transfer across NLP Tasks M. Moradshahi Hamid Palangi M. Lam P. Smolensky Jianfeng Gao 26 16 0 25 Oct 2019