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 Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning Maxwell Nye Michael Henry Tessler J. Tenenbaum Brenden M. Lake 33 117 0 06 Jul 2021
Probabilistic Graph Reasoning for Natural Proof Generation Changzhi Sun Xinbo Zhang Jiangjie Chen Chun Gan Yuanbin Wu Jiaze Chen Hao Zhou Lei Li 23 9 0 06 Jul 2021
End-to-end Neural Coreference Resolution Revisited: A Simple yet Effective Baseline T. Lai Trung Bui Doo Soon Kim 20 12 0 04 Jul 2021
An Analysis of the Recent Visibility of the SigDial Conference C. Kennington McKenzie Steenson 14 0 0 30 Jun 2021
A Template-guided Hybrid Pointer Network for Knowledge-basedTask-oriented Dialogue Systems Dingmin Wang Ziyao Chen Wanwei He Li Zhong Yunzhe Tao Min Yang 30 11 0 10 Jun 2021
Video Imprint Zhanning Gao Le Wang Nebojsa Jojic Zhenxing Niu N. Zheng G. Hua 32 5 0 07 Jun 2021
multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning Swarnadeep Saha Prateek Yadav Joey Tianyi Zhou ReLM LRM 24 26 0 02 Jun 2021
Learning to Rehearse in Long Sequence Memorization Zhu Zhang Chang Zhou Jianxin Ma Zhijie Lin Jingren Zhou Hongxia Yang Zhou Zhao RALM 17 9 0 02 Jun 2021
Database Reasoning Over Text James Thorne Majid Yazdani Marzieh Saeidi Fabrizio Silvestri Sebastian Riedel A. Halevy ReLM LMTD AI4TS 11 37 0 02 Jun 2021
RotLSTM: Rotating Memories in Recurrent Neural Networks Vlad Velici Adam Prugel-Bennett RALM VLM 19 1 0 01 May 2021
Time-Stamped Language Model: Teaching Language Models to Understand the Flow of Events Hossein Rajaby Faghihi Parisa Kordjamshidi 28 24 0 15 Apr 2021
Tracking entities in technical procedures -- a new dataset and baselines Saransh Goyal P. Pandey Garima Gaur Subhalingam D Srikanta J. Bedathur Maya Ramanath 17 3 0 15 Apr 2021
SpartQA: : A Textual Question Answering Benchmark for Spatial Reasoning Roshanak Mirzaee Hossein Rajaby Faghihi Qiang Ning Parisa Kordjmashidi 20 77 0 12 Apr 2021
Updater-Extractor Architecture for Inductive World State Representations A. Moskvichev James Liu 17 4 0 12 Apr 2021
Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems Derek Chen Howard Chen Yi Yang A. Lin Zhou Yu 17 65 0 01 Apr 2021
Multi-Class Multi-Instance Count Conditioned Adversarial Image Generation Amrutha Saseendran Kathrin Skubch M. Keuper VLM GAN 31 2 0 31 Mar 2021
KANDINSKYPatterns -- An experimental exploration environment for Pattern Analysis and Machine Intelligence Andreas Holzinger Anna Saranti Heimo Mueller 46 10 0 28 Feb 2021
Chess as a Testbed for Language Model State Tracking Shubham Toshniwal Sam Wiseman Karen Livescu Kevin Gimpel 38 48 0 26 Feb 2021
A Relational Tsetlin Machine with Applications to Natural Language Understanding Rupsa Saha Ole-Christoffer Granmo Vladimir Zadorozhny Morten Goodwin NAI 17 19 0 22 Feb 2021
Model Agnostic Answer Reranking System for Adversarial Question Answering Sagnik Majumder Chinmoy Samant Greg Durrett OOD AAML 16 5 0 05 Feb 2021
Do Question Answering Modeling Improvements Hold Across Benchmarks? Nelson F. Liu Tony Lee Robin Jia Percy Liang 28 13 0 01 Feb 2021
Knowledge-driven Natural Language Understanding of English Text and its Applications Kinjal Basu S. Varanasi Farhad Shakerin Joaquín Arias G. Gupta 14 26 0 27 Jan 2021
English Machine Reading Comprehension Datasets: A Survey Daria Dzendzik Carl Vogel Jennifer Foster RALM AIMat 27 49 0 25 Jan 2021
A2P-MANN: Adaptive Attention Inference Hops Pruned Memory-Augmented Neural Networks M. Ahmadzadeh M. Kamal A. Afzali-Kusha Massoud Pedram 11 1 0 24 Jan 2021
Neural Sequence-to-grid Module for Learning Symbolic Rules Segwang Kim Hyoungwook Nam Joonyoung Kim Kyomin Jung NAI 72 11 0 13 Jan 2021
A Neural Question Answering System for Basic Questions about Subroutines Aakash Bansal Zachary Eberhart Lingfei Wu Collin McMillan 20 11 0 11 Jan 2021
Using Natural Language Relations between Answer Choices for Machine Comprehension Rajkumar Pujari Dan Goldwasser 19 5 0 31 Dec 2020
REM-Net: Recursive Erasure Memory Network for Commonsense Evidence Refinement Yinya Huang Meng Fang Xunlin Zhan Qingxing Cao Xiaodan Liang Liang Lin 33 9 0 24 Dec 2020
Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval Bhaskar Mitra 20 5 0 21 Dec 2020
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 25 117 0 16 Dec 2020
Semantics Altering Modifications for Evaluating Comprehension in Machine Reading Viktor Schlegel Goran Nenadic R. Batista-Navarro 21 18 0 07 Dec 2020
MEG: Multi-Evidence GNN for Multimodal Semantic Forensics Ekraam Sabir Ayush Jaiswal Wael AbdAlmageed Premkumar Natarajan 14 3 0 23 Nov 2020
Learning Associative Inference Using Fast Weight Memory Imanol Schlag Tsendsuren Munkhdalai Jürgen Schmidhuber KELM 30 44 0 16 Nov 2020
Meaningful Answer Generation of E-Commerce Question-Answering Shen Gao Preslav Nakov Z. Ren Dongyan Zhao Rui Yan 21 43 0 14 Nov 2020
LIAF-Net: Leaky Integrate and Analog Fire Network for Lightweight and Efficient Spatiotemporal Information Processing Zhenzhi Wu Hehui Zhang Yihan Lin Guoqi Li Meng Wang Ye Tang AI4TS 16 102 0 12 Nov 2020
VisBERT: Hidden-State Visualizations for Transformers Betty van Aken B. Winter Alexander Loser Felix Alexander Gers 6 26 0 09 Nov 2020
Alquist 2.0: Alexa Prize Socialbot Based on Sub-Dialogue Models Jan Pichl Petro Marek Jakub Konrád Martin Matulík Jan Sedivý 6 20 0 06 Nov 2020
DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks Bosheng Ding Linlin Liu Lidong Bing Canasai Kruengkrai Thien Hai Nguyen Chenyu You Luo Si Chunyan Miao 30 31 0 03 Nov 2020
Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted Learning Jon Ander Campos Kyunghyun Cho Arantxa Otegi Aitor Soroa Etxabe Gorka Azkune Eneko Agirre 17 6 0 01 Nov 2020
A Dataset for Tracking Entities in Open Domain Procedural Text Niket Tandon Keisuke Sakaguchi Bhavana Dalvi Dheeraj Rajagopal Peter Clark Michal Guerquin Kyle Richardson Eduard H. Hovy 8 46 0 31 Oct 2020
ANLIzing the Adversarial Natural Language Inference Dataset Adina Williams Tristan Thrush Douwe Kiela AAML 183 46 0 24 Oct 2020
Unsupervised Multiple Choices Question Answering: Start Learning from Basic Knowledge Chi-Liang Liu Hung-yi Lee OffRL SSL 8 4 0 21 Oct 2020
Decoding Methods for Neural Narrative Generation Alexandra DeLucia Aaron Mueller Xiang Lisa Li João Sedoc 14 26 0 14 Oct 2020
Neural Databases James Thorne Majid Yazdani Marzieh Saeidi Fabrizio Silvestri Sebastian Riedel A. Halevy NAI 34 9 0 14 Oct 2020
PRover: Proof Generation for Interpretable Reasoning over Rules Swarnadeep Saha Sayan Ghosh Shashank Srivastava Joey Tianyi Zhou ReLM LRM 34 77 0 06 Oct 2020
Knowledge-Aware Procedural Text Understanding with Multi-Stage Training Zhihan Zhang Xiubo Geng Tao Qin Yunfang Wu Daxin Jiang 35 22 0 28 Sep 2020
Attention Meets Perturbations: Robust and Interpretable Attention with Adversarial Training Shunsuke Kitada Hitoshi Iyatomi OOD AAML 22 26 0 25 Sep 2020
SQuARE: Semantics-based Question Answering and Reasoning Engine Kinjal Basu S. Varanasi Farhad Shakerin G. Gupta 6 11 0 22 Sep 2020
Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue Systems Ziming Li Julia Kiseleva Maarten de Rijke OffRL 11 21 0 21 Sep 2020
Automated Source Code Generation and Auto-completion Using Deep Learning: Comparing and Discussing Current Language-Model-Related Approaches Juan Cruz-Benito Sanjay Vishwakarma Francisco Martín-Fernández Ismael Faro Ibm Quantum 22 30 0 16 Sep 2020