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
Improving Differentiable Neural Computers Through Memory Masking, De-allocation, and Link Distribution Sharpness Control Róbert Csordás Jürgen Schmidhuber 13 28 0 23 Apr 2019
Understanding Roles and Entities: Datasets and Models for Natural Language Inference Arindam Mitra Ishan Shrivastava Chitta Baral 28 2 0 22 Apr 2019
Language Modeling through Long Term Memory Network A. Nugaliyadde K. Wong Ferdous Sohel Hong Xie KELM 14 16 0 18 Apr 2019
Advances in Natural Language Question Answering: A Review K. S. D. Ishwari A. K. R. R. Aneeze S. Sudheesan H. J. D. A. Karunaratne A. Nugaliyadde Y. Mallawarachchi 17 17 0 10 Apr 2019
A review on Neural Turing Machine Soroor Malekmohamadi Faradonbe Faramarz Safi Esfahani AI4CE 29 6 0 10 Apr 2019
A Statistical Investigation of Long Memory in Language and Music Alexander Greaves-Tunnell Zaïd Harchaoui AI4TS 32 24 0 08 Apr 2019
Tracking Discrete and Continuous Entity State for Process Understanding Aditya Gupta Greg Durrett 25 35 0 06 Apr 2019
Analysing Mathematical Reasoning Abilities of Neural Models D. Saxton Edward Grefenstette Felix Hill Pushmeet Kohli LRM 39 418 0 02 Apr 2019
Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and Approaches Shane Storks Qiaozi Gao J. Chai 21 128 0 02 Apr 2019
A dataset for resolving referring expressions in spoken dialogue via contextual query rewrites (CQR) Michael Regan Pushpendre Rastogi Arpit Gupta Lambert Mathias 19 13 0 28 Mar 2019
Action-Centered Information Retrieval M. Balduccini Emily Leblanc 8 0 0 23 Mar 2019
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data Moonsu Han Minki Kang Hyunwoo Jung Sung Ju Hwang RALM 27 19 0 14 Mar 2019
Regularity Normalization: Neuroscience-Inspired Unsupervised Attention across Neural Network Layers Baihan Lin 19 2 0 27 Feb 2019
Attention is not Explanation Sarthak Jain Byron C. Wallace FAtt 31 1,301 0 26 Feb 2019
Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds I. Labutov Bishan Yang Anusha Prakash A. Azaria 35 14 0 25 Feb 2019
Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering Ramakrishna Vedantam Karan Desai Stefan Lee Marcus Rohrbach Dhruv Batra Devi Parikh NAI BDL 23 86 0 21 Feb 2019
Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI Shane T. Mueller R. Hoffman W. Clancey Abigail Emrey Gary Klein XAI 18 285 0 05 Feb 2019
Enhancing Semantic Word Representations by Embedding Deeper Word Relationships A. Nugaliyadde K. Wong Ferdous Sohel Hong Xie NAI 18 7 0 22 Jan 2019
Visual Entailment: A Novel Task for Fine-Grained Image Understanding Ning Xie Farley Lai Derek Doran Asim Kadav CoGe 56 322 0 20 Jan 2019
Multi-Perspective Fusion Network for Commonsense Reading Comprehension Chunhua Liu Yan Zhao Q. Si Haiou Zhang Bohan Li Dong Yu FaML 27 1 0 08 Jan 2019
Vector representations of text data in deep learning Karol Grzegorczyk 24 12 0 07 Jan 2019
Partially Non-Recurrent Controllers for Memory-Augmented Neural Networks Naoya Taguchi Yoshimasa Tsuruoka 28 1 0 30 Dec 2018
Quantized-Dialog Language Model for Goal-Oriented Conversational Systems R. Chulaka Gunasekara D. Nahamoo L. Polymenakos Jatin Ganhotra Kshitij P. Fadnis 17 7 0 26 Dec 2018
Learning What to Remember: Long-term Episodic Memory Networks for Learning from Streaming Data Hyunwoo Jung Moonsu Han Minki Kang Sung Ju Hwang CLL KELM RALM 21 5 0 11 Dec 2018
Attending to Mathematical Language with Transformers A. Wangperawong 38 22 0 05 Dec 2018
Learning to Reason with Third-Order Tensor Products Imanol Schlag Jürgen Schmidhuber NAI 25 64 0 29 Nov 2018
Natural language understanding for task oriented dialog in the biomedical domain in a low resources context A. Neuraz Leonardo Campillos-Llanos Anita Burgun-Parenthoine S. Rosset 28 14 0 23 Nov 2018
Compositional Language Understanding with Text-based Relational Reasoning Koustuv Sinha Shagun Sodhani William L. Hamilton Xin Dang NAI 11 3 0 07 Nov 2018
Multi-layer Relation Networks C. Feng Jie Zhang GNN 16 2 0 05 Nov 2018
Exploiting Explicit Paths for Multi-hop Reading Comprehension Souvik Kundu Tushar Khot Ashish Sabharwal Peter Clark 36 51 0 02 Nov 2018
Dilated DenseNets for Relational Reasoning Antreas Antoniou Agnieszka Słowik Elliot J. Crowley Amos Storkey GNN NAI 25 2 0 01 Nov 2018
Compositional Attention Networks for Interpretability in Natural Language Question Answering Selvakumar Murugan Suriyadeepan Ramamoorthy Vaidheeswaran Archana Malaikannan Sankarasubbu 14 3 0 30 Oct 2018
ReviewQA: a relational aspect-based opinion reading dataset Quentin Grail J. Perez RALM 14 4 0 29 Oct 2018
BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning Maxime Chevalier-Boisvert Dzmitry Bahdanau Salem Lahlou Lucas Willems Chitwan Saharia Thien Huu Nguyen Yoshua Bengio ELM 33 232 0 18 Oct 2018
Building Dynamic Knowledge Graphs from Text using Machine Reading Comprehension Rajarshi Das Tsendsuren Munkhdalai Xingdi Yuan Adam Trischler Andrew McCallum 39 77 0 12 Oct 2018
Learning to Remember, Forget and Ignore using Attention Control in Memory T. S. Jayram Younes Bouhadjar Ryan L. McAvoy Tomasz Kornuta Alexis Asseman K. Rocki A. Ozcan CLL 9 5 0 28 Sep 2018
Direct optimization of F-measure for retrieval-based personal question answering Rasool Fakoor Amanjit Kainth Siamak Shakeri C. Winestock Abdel-rahman Mohamed R. Sarikaya 19 3 0 28 Sep 2018
Attention-based Encoder-Decoder Networks for Spelling and Grammatical Error Correction Sina Ahmadi 21 17 0 21 Sep 2018
Commonsense for Generative Multi-Hop Question Answering Tasks Lisa Bauer Yicheng Wang Joey Tianyi Zhou RALM ReLM LRM KELM 14 179 0 17 Sep 2018
Assessing Composition in Sentence Vector Representations Allyson Ettinger Ahmed Elgohary C. Phillips Philip Resnik CoGe 20 78 0 11 Sep 2018
How clever is the FiLM model, and how clever can it be? A. Kuhnle Huiyuan Xie Ann A. Copestake 30 6 0 09 Sep 2018
Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models Tong Niu Joey Tianyi Zhou AAML 21 85 0 06 Sep 2018
Exploring Graph-structured Passage Representation for Multi-hop Reading Comprehension with Graph Neural Networks Linfeng Song Zhiguo Wang Mo Yu Yue Zhang Radu Florian D. Gildea GNN 19 108 0 06 Sep 2018
TVQA: Localized, Compositional Video Question Answering Muhammad Abdul Wahab Licheng Yu Mounir Nasr Allah Tamara L. Berg 36 617 0 05 Sep 2018
Neural MultiVoice Models for Expressing Novel Personalities in Dialog Shereen Oraby Lena Reed S. SharathT. Shubhangi Tandon M. Walker 24 10 0 05 Sep 2018
t-Exponential Memory Networks for Question-Answering Machines Kyriakos Tolias S. Chatzis BDL 17 5 0 04 Sep 2018
Reasoning about Actions and State Changes by Injecting Commonsense Knowledge Niket Tandon Bhavana Dalvi Joel Grus Wen-tau Yih Antoine Bosselut Peter Clark 24 87 0 29 Aug 2018
Towards security defect prediction with AI Carson D. Sestili William Snavely Nathan M. VanHoudnos 15 47 0 29 Aug 2018
What Makes Reading Comprehension Questions Easier? Saku Sugawara Kentaro Inui Satoshi Sekine Akiko Aizawa 31 117 0 28 Aug 2018
Evaluating Theory of Mind in Question Answering Aida Nematzadeh Kaylee Burns Erin Grant Alison Gopnik Thomas Griffiths 11 86 0 28 Aug 2018