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
Benchmarking Learning Efficiency in Deep Reservoir Computing Hugo Cisneros Josef Sivic Tomáš Mikolov 14 2 0 29 Sep 2022
On the visual analytic intelligence of neural networks Stanislaw Wo'zniak Hlynur Jónsson G. Cherubini A. Pantazi E. Eleftheriou 25 0 0 28 Sep 2022
A Survey on Measuring and Mitigating Reasoning Shortcuts in Machine Reading Comprehension Xanh Ho Johannes Mario Meissner Saku Sugawara Akiko Aizawa OffRL 35 4 0 05 Sep 2022
Interactive Question Answering Systems: Literature Review Giovanni Maria Biancofiore Yashar Deldjoo Tommaso Di Noia E. Sciascio Fedelucio Narducci 34 13 0 04 Sep 2022
Coalescing Global and Local Information for Procedural Text Understanding Kaixin Ma Filip Ilievski Jonathan M Francis Eric Nyberg A. Oltramari 36 11 0 26 Aug 2022
Multi-Step Deductive Reasoning Over Natural Language: An Empirical Study on Out-of-Distribution Generalisation Qiming Bao A. Peng Tim Hartill N. Tan Zhenyun Deng Michael Witbrock Jiamou Liu ReLM OOD NAI LRM 37 13 0 28 Jul 2022
Reasoning about Actions over Visual and Linguistic Modalities: A Survey Shailaja Keyur Sampat Maitreya Patel Subhasish Das Yezhou Yang Chitta Baral ReLM LM&Ro LRM 27 12 0 15 Jul 2022
Modern Question Answering Datasets and Benchmarks: A Survey Zhen Wang 44 23 0 30 Jun 2022
Memory-enriched computation and learning in spiking neural networks through Hebbian plasticity Thomas Limbacher Ozan Özdenizci Robert Legenstein 21 2 0 23 May 2022
Interpretable Proof Generation via Iterative Backward Reasoning Hanhao Qu Yu Cao Jun Gao Liang Ding Ruifeng Xu LRM 188 16 0 22 May 2022
Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning Antonia Creswell Murray Shanahan I. Higgins ReLM LRM 39 347 0 19 May 2022
The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning Xi Ye Greg Durrett ReLM LRM 36 168 0 06 May 2022
Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems P. Smolensky R. Thomas McCoy Roland Fernandez Matthew A. Goldrick Jia-Hao Gao 33 62 0 02 May 2022
StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts Zhengxiang Shi Qiang Zhang Aldo Lipani 25 72 0 18 Apr 2022
Curriculum: A Broad-Coverage Benchmark for Linguistic Phenomena in Natural Language Understanding Zeming Chen Qiyue Gao ELM 33 4 0 13 Apr 2022
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks Swaroop Mishra Arindam Mitra Neeraj Varshney Bhavdeep Singh Sachdeva Peter Clark Chitta Baral Ashwin Kalyan AIMat ReLM ELM LRM 36 103 0 12 Apr 2022
Accelerating Attention through Gradient-Based Learned Runtime Pruning Zheng Li Soroush Ghodrati Amir Yazdanbakhsh H. Esmaeilzadeh Mingu Kang 27 17 0 07 Apr 2022
Learning to Answer Questions in Dynamic Audio-Visual Scenarios Guangyao Li Yake Wei Yapeng Tian Chenliang Xu Ji-Rong Wen Di Hu 32 136 0 26 Mar 2022
Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems Yi-Lin Tuan Sajjad Beygi Maryam Fazel-Zarandi Qiaozi Gao Alessandra Cervone William Yang Wang LRM 29 23 0 20 Mar 2022
FaiRR: Faithful and Robust Deductive Reasoning over Natural Language Soumya Sanyal Harman Singh Xiang Ren ReLM LRM 32 45 0 19 Mar 2022
How Many Data Samples is an Additional Instruction Worth? Ravsehaj Singh Puri Swaroop Mishra Mihir Parmar Chitta Baral 25 17 0 17 Mar 2022
Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering Evaluation Jannis Bulian Christian Buck Wojciech Gajewski Benjamin Boerschinger Tal Schuster 26 44 0 15 Feb 2022
HiMA: A Fast and Scalable History-based Memory Access Engine for Differentiable Neural Computer Yaoyu Tao Zhengya Zhang 30 5 0 15 Feb 2022
Logical Reasoning for Task Oriented Dialogue Systems Sajjad Beygi Maryam Fazel-Zarandi Alessandra Cervone Prakash Krishnan Siddhartha Reddy Jonnalagadda LRM 13 6 0 08 Feb 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices Mikolaj Malkiñski Jacek Mańdziuk 120 41 0 28 Jan 2022
Rethinking Attention-Model Explainability through Faithfulness Violation Test Y. Liu Haoliang Li Yangyang Guo Chen Kong Jing Li Shiqi Wang FAtt 121 43 0 28 Jan 2022
Towards Collaborative Question Answering: A Preliminary Study Xiangkun Hu Hang Yan Qipeng Guo Xipeng Qiu Weinan Zhang Zheng-Wei Zhang 25 0 0 24 Jan 2022
Generalizable Neuro-symbolic Systems for Commonsense Question Answering A. Oltramari Jonathan M Francis Filip Ilievski Kaixin Ma Roshanak Mirzaee NAI 18 8 0 17 Jan 2022
Diagnosing BERT with Retrieval Heuristics A. Câmara C. Hauff 34 33 0 12 Jan 2022
Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets Alethea Power Yuri Burda Harrison Edwards Igor Babuschkin Vedant Misra 21 327 0 06 Jan 2022
Discrete and continuous representations and processing in deep learning: Looking forward Ruben Cartuyvels Graham Spinks Marie-Francine Moens OCL 33 20 0 04 Jan 2022
Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability Kyle Richardson Ashish Sabharwal ReLM LRM 35 24 0 16 Dec 2021
Quantifying Adaptability in Pre-trained Language Models with 500 Tasks Belinda Z. Li Jane A. Yu Madian Khabsa Luke Zettlemoyer A. Halevy Jacob Andreas ELM 22 16 0 06 Dec 2021
Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking Ronen Tamari Kyle Richardson Aviad Sar-Shalom Noam Kahlon Nelson F. Liu Reut Tsarfaty Dafna Shahaf 43 5 0 30 Nov 2021
Biological learning in key-value memory networks Danil Tyulmankov Ching Fang Annapurna Vadaparty G. R. Yang 20 27 0 26 Oct 2021
Evaluating the Faithfulness of Importance Measures in NLP by Recursively Masking Allegedly Important Tokens and Retraining Andreas Madsen Nicholas Meade Vaibhav Adlakha Siva Reddy 111 35 0 15 Oct 2021
Leveraging the Inductive Bias of Large Language Models for Abstract Textual Reasoning Christopher Rytting David Wingate AI4CE LRM 13 26 0 05 Oct 2021
SCIMAT: Science and Mathematics Dataset Neeraj Kollepara Snehith Kumar Chatakonda Kiran Ravish 16 1 0 30 Sep 2021
Sorting through the noise: Testing robustness of information processing in pre-trained language models Lalchand Pandia Allyson Ettinger 44 37 0 25 Sep 2021
RuleBert: Teaching Soft Rules to Pre-trained Language Models Mohammed Saeed N. Ahmadi Preslav Nakov Paolo Papotti LRM 253 31 0 24 Sep 2021
Can Edge Probing Tasks Reveal Linguistic Knowledge in QA Models? Sagnik Ray Choudhury Nikita Bhutani Isabelle Augenstein 27 1 0 15 Sep 2021
General-Purpose Question-Answering with Macaw Oyvind Tafjord Peter Clark SyDa ELM MLLM 24 59 0 06 Sep 2021
Communicative Learning with Natural Gestures for Embodied Navigation Agents with Human-in-the-Scene Qi Wu Cheng-Ju Wu Yixin Zhu Jungseock Joo 43 14 0 05 Aug 2021
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension Anna Rogers Matt Gardner Isabelle Augenstein 27 163 0 27 Jul 2021
CogME: A Cognition-Inspired Multi-Dimensional Evaluation Metric for Story Understanding Minjung Shin Seongho Choi Y. Heo M. Lee Byoung-Tak Zhang Jeh-Kwang Ryu 18 2 0 21 Jul 2021
Separating Skills and Concepts for Novel Visual Question Answering Spencer Whitehead Hui Wu Heng Ji Rogerio Feris Kate Saenko CoGe 35 34 0 19 Jul 2021
PonderNet: Learning to Ponder Andrea Banino Jan Balaguer Charles Blundell PINN AIMat 102 80 0 12 Jul 2021
A Long Short-Term Memory for AI Applications in Spike-based Neuromorphic Hardware Philipp Plank A. Rao Andreas Wild Wolfgang Maass 36 103 0 08 Jul 2021
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