Learning with Instance Bundles for Reading Comprehension

18 April 2021

Papers citing "Learning with Instance Bundles for Reading Comprehension"

31 / 31 papers shown

Title
Paired Examples as Indirect Supervision in Latent Decision Models Nitish Gupta Sameer Singh Matt Gardner Dan Roth 79 7 0 05 Apr 2021
Contrastive Explanations for Model Interpretability Alon Jacovi Swabha Swayamdipta Shauli Ravfogel Yanai Elazar Yejin Choi Yoav Goldberg 152 98 0 02 Mar 2021
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 331 370 0 01 Feb 2021
Explaining NLP Models via Minimal Contrastive Editing (MiCE) Alexis Ross Ana Marasović Matthew E. Peters 73 122 0 27 Dec 2020
RECONSIDER: Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering Srini Iyer Sewon Min Yashar Mehdad Wen-tau Yih LRM 263 14 0 21 Oct 2020
Explaining The Efficacy of Counterfactually Augmented Data Divyansh Kaushik Amrith Rajagopal Setlur Eduard H. Hovy Zachary Chase Lipton CML 69 82 0 05 Oct 2020
Group-wise Contrastive Learning for Neural Dialogue Generation Hengyi Cai Hongshen Chen Yonghao Song Zhuoye Ding Yongjun Bao Weipeng P. Yan Xiaofang Zhao 43 35 0 16 Sep 2020
Cascaded Text Generation with Markov Transformers Yuntian Deng Alexander M. Rush 48 13 0 01 Jun 2020
Beyond Accuracy: Behavioral Testing of NLP models with CheckList Marco Tulio Ribeiro Tongshuang Wu Carlos Guestrin Sameer Singh ELM 210 1,110 0 08 May 2020
UnifiedQA: Crossing Format Boundaries With a Single QA System Daniel Khashabi Sewon Min Tushar Khot Ashish Sabharwal Oyvind Tafjord Peter Clark Hannaneh Hajishirzi 160 742 0 02 May 2020
Logic-Guided Data Augmentation and Regularization for Consistent Question Answering Akari Asai Hannaneh Hajishirzi NAI 104 117 0 21 Apr 2020
Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision Damien Teney Ehsan Abbasnejad Anton Van Den Hengel OOD SSL CML 93 119 0 20 Apr 2020
Multi-Step Inference for Reasoning Over Paragraphs Jiangming Liu Matt Gardner Shay B. Cohen Mirella Lapata ReLM LRM 46 18 0 06 Apr 2020
An Analysis of the Utility of Explicit Negative Examples to Improve the Syntactic Abilities of Neural Language Models Hiroshi Noji Hiroya Takamura 59 14 0 06 Apr 2020
Evaluating the Factual Consistency of Abstractive Text Summarization Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher HILM 123 747 0 28 Oct 2019
On Incorporating Semantic Prior Knowledge in Deep Learning Through Embedding-Space Constraints Damien Teney Ehsan Abbasnejad Anton Van Den Hengel NAI 92 9 0 30 Sep 2019
QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization Yi-Ting Yeh Yun-Nung Chen 75 35 0 31 Aug 2019
A Logic-Driven Framework for Consistency of Neural Models Tao Li Vivek Gupta Maitrey Mehta Vivek Srikumar AI4CE 112 106 0 31 Aug 2019
Reasoning Over Paragraph Effects in Situations Kevin Lin Oyvind Tafjord Peter Clark Matt Gardner 101 115 0 16 Aug 2019
Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning Pradeep Dasigi Nelson F. Liu Ana Marasović Noah A. Smith Matt Gardner RALM 77 174 0 16 Aug 2019
Neural Text Generation with Unlikelihood Training Sean Welleck Ilia Kulikov Stephen Roller Emily Dinan Kyunghyun Cho Jason Weston MU 70 583 0 12 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 703 24,572 0 26 Jul 2019
Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology Ran Zmigrod Sabrina J. Mielke Hanna M. Wallach Ryan Cotterell 84 283 0 11 Jun 2019
Good-Enough Compositional Data Augmentation Jacob Andreas 91 234 0 21 Apr 2019
An Empirical Investigation of Global and Local Normalization for Recurrent Neural Sequence Models Using a Continuous Relaxation to Beam Search Kartik Goyal Chris Dyer Taylor Berg-Kirkpatrick 55 16 0 15 Apr 2019
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering Zhilin Yang Peng Qi Saizheng Zhang Yoshua Bengio William W. Cohen Ruslan Salakhutdinov Christopher D. Manning RALM 220 2,703 0 25 Sep 2018
Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge Pasquale Minervini Sebastian Riedel AAML NAI GAN 74 119 0 26 Aug 2018
Learning deep representations by mutual information estimation and maximization R. Devon Hjelm A. Fedorov Samuel Lavoie-Marchildon Karan Grewal Phil Bachman Adam Trischler Yoshua Bengio SSL DRL 359 2,675 0 20 Aug 2018
Contrastive Learning for Image Captioning Bo Dai Dahua Lin SSL VLM 88 194 0 06 Oct 2017
Adversarial Examples for Evaluating Reading Comprehension Systems Robin Jia Percy Liang AAML ELM 213 1,609 0 23 Jul 2017
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 406 33,573 0 16 Oct 2013