Knowledge Efficient Deep Learning for Natural Language Processing

28 August 2020

Papers citing "Knowledge Efficient Deep Learning for Natural Language Processing"

25 / 25 papers shown

Title
Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution Shany Barhom Vered Shwartz Alon Eirew M. Bugert Nils Reimers Ido Dagan 45 92 0 04 Jun 2019
UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification Andreas Hanselowski Huatian Zhang Zile Li Daniil Sorokin Benjamin Schiller Claudia Schulz Iryna Gurevych 38 181 0 03 Sep 2018
Gromov-Wasserstein Alignment of Word Embedding Spaces David Alvarez-Melis Tommi Jaakkola OT 49 326 0 31 Aug 2018
CoQA: A Conversational Question Answering Challenge Siva Reddy Danqi Chen Christopher D. Manning RALM HAI 80 1,188 0 21 Aug 2018
Efficient and Robust Question Answering from Minimal Context over Documents Sewon Min Victor Zhong R. Socher Caiming Xiong AAML 53 163 0 21 May 2018
Training a Ranking Function for Open-Domain Question Answering Phu Mon Htut Samuel R. Bowman Kyunghyun Cho RALM OOD 48 49 0 12 Apr 2018
FEVER: a large-scale dataset for Fact Extraction and VERification James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 107 1,621 0 14 Mar 2018
The NarrativeQA Reading Comprehension Challenge Tomás Kociský Jonathan Richard Schwarz Phil Blunsom Chris Dyer Karl Moritz Hermann Gábor Melis Edward Grefenstette 93 759 0 19 Dec 2017
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 265 1,646 0 11 Oct 2017
Cross-lingual, Character-Level Neural Morphological Tagging Ryan Cotterell G. Heigold CLIP 40 73 0 30 Aug 2017
Learning to Compute Word Embeddings On the Fly Dzmitry Bahdanau Tom Bosc Stanislaw Jastrzebski Edward Grefenstette Pascal Vincent Yoshua Bengio 51 83 0 01 Jun 2017
Program Induction by Rationale Generation : Learning to Solve and Explain Algebraic Word Problems Wang Ling Dani Yogatama Chris Dyer Phil Blunsom AIMat 49 701 0 11 May 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 388 4,444 0 18 Apr 2017
SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine Matthew Dunn Levent Sagun Mike Higgins V. U. Güney Volkan Cirik Kyunghyun Cho RALM 62 455 0 18 Apr 2017
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 94 2,003 0 31 Mar 2017
Linguistic Knowledge as Memory for Recurrent Neural Networks Bhuwan Dhingra Zhilin Yang William W. Cohen Ruslan Salakhutdinov RALM 61 37 0 07 Mar 2017
Tracking the World State with Recurrent Entity Networks Mikael Henaff Jason Weston Arthur Szlam Antoine Bordes Yann LeCun KELM 64 228 0 12 Dec 2016
Using the Output Embedding to Improve Language Models Ofir Press Lior Wolf 51 731 0 20 Aug 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 239 10,412 0 21 Jul 2016
Charagram: Embedding Words and Sentences via Character n-grams John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu NAI GNN 86 193 0 10 Jul 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 144 8,067 0 16 Jun 2016
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 153 7,683 0 31 Aug 2015
Memory Networks Jason Weston S. Chopra Antoine Bordes GNN KELM 122 1,702 0 15 Oct 2014
Loopy Belief Propagation for Approximate Inference: An Empirical Study Kevin P. Murphy Yair Weiss Michael I. Jordan 3DV 104 1,880 0 23 Jan 2013
Building high-level features using large scale unsupervised learning Quoc V. Le MarcÁurelio Ranzato R. Monga M. Devin Kai Chen G. Corrado J. Dean A. Ng SSL OffRL CVBM 82 2,268 0 29 Dec 2011