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Neural Natural Language Inference Models Enhanced with External Knowledge

12 November 2017

Qian Chen

Papers citing "Neural Natural Language Inference Models Enhanced with External Knowledge"

31 / 31 papers shown

Title
Exploring the Role of Reasoning Structures for Constructing Proofs in Multi-Step Natural Language Reasoning with Large Language Models Zióu Zheng Christopher Malon Martin Renqiang Min Xiaodan Zhu LRM 334 0 0 11 Oct 2024
Breaking NLI Systems with Sentences that Require Simple Lexical Inferences Max Glockner Vered Shwartz Yoav Goldberg NAI 93 366 0 06 May 2018
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling Tao Shen Dinesh Manocha Guodong Long Jing Jiang Sen Wang Chengqi Zhang AI4TS 106 144 0 31 Jan 2018
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding Tao Shen Dinesh Manocha Guodong Long Jing Jiang Shirui Pan Chengqi Zhang 71 755 0 14 Sep 2017
Natural Language Inference over Interaction Space Yichen Gong Heng Luo Jian Zhang 95 265 0 13 Sep 2017
Shortcut-Stacked Sentence Encoders for Multi-Domain Inference Yixin Nie Joey Tianyi Zhou 71 126 0 07 Aug 2017
Recurrent Neural Network-Based Sentence Encoder with Gated Attention for Natural Language Inference Qian Chen Xiao-Dan Zhu Zhenhua Ling Si Wei Hui Jiang Diana Inkpen 60 98 0 04 Aug 2017
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 123 909 0 01 Aug 2017
Memory-augmented Chinese-Uyghur Neural Machine Translation Shiyue Zhang Gulnigar Mahmut Dong Wang A. Hamdulla 25 9 0 27 Jun 2017
Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints N. Mrksic Ivan Vulić Diarmuid Ó Séaghdha Ira Leviant Roi Reichart Milica Gasic Anna Korhonen S. Young 114 224 0 01 Jun 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 238 2,105 0 05 May 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 524 4,497 0 18 Apr 2017
Exploring Question Understanding and Adaptation in Neural-Network-Based Question Answering Junbei Zhang Xiao-Dan Zhu Qian Chen Lirong Dai Si Wei Hui Jiang 69 54 0 14 Mar 2017
A Structured Self-attentive Sentence Embedding Zhouhan Lin Minwei Feng Cicero Nogueira dos Santos Mo Yu Bing Xiang Bowen Zhou Yoshua Bengio 117 2,141 0 09 Mar 2017
Bilateral Multi-Perspective Matching for Natural Language Sentences Zhiguo Wang Wael Hamza Radu Florian 90 804 0 13 Feb 2017
Enhanced LSTM for Natural Language Inference Qian Chen Xiao-Dan Zhu Zhenhua Ling Si Wei Hui Jiang Diana Inkpen LRM ReLM 104 1,130 0 20 Sep 2016
Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks Yun-Nung Chen Dilek Z. Hakkani-Tür Gokhan Tur Asli Celikyilmaz Jianfeng Gao Li Deng 70 33 0 12 Sep 2016
A Neural Knowledge Language Model Sungjin Ahn Heeyoul Choi Tanel Pärnamaa Yoshua Bengio 81 123 0 01 Aug 2016
Neural Tree Indexers for Text Understanding Tsendsuren Munkhdalai Hong-ye Yu 69 104 0 15 Jul 2016
Neural Semantic Encoders Tsendsuren Munkhdalai Hong-ye Yu 269 134 0 14 Jul 2016
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 349 1,375 0 06 Jun 2016
Stochastic Function Norm Regularization of Deep Networks Amal Rannen Triki Anderson C. A. Nascimento 63 2 0 30 May 2016
Modelling Interaction of Sentence Pair with coupled-LSTMs Pengfei Liu Xipeng Qiu Xuanjing Huang 76 47 0 18 May 2016
A Fast Unified Model for Parsing and Sentence Understanding Samuel R. Bowman Jon Gauthier Abhinav Rastogi Raghav Gupta Christopher D. Manning Christopher Potts 53 314 0 19 Mar 2016
Long Short-Term Memory-Networks for Machine Reading Jianpeng Cheng Li Dong Mirella Lapata AIMat RALM 115 1,123 0 25 Jan 2016
Learning Natural Language Inference with LSTM Shuohang Wang Jing Jiang 107 446 0 30 Dec 2015
Natural Language Inference by Tree-Based Convolution and Heuristic Matching Lili Mou Rui Men Ge Li Yan Xu Lu Zhang Rui Yan Zhi Jin 77 353 0 28 Dec 2015
Order-Embeddings of Images and Language Ivan Vendrov Ryan Kiros Sanja Fidler R. Urtasun 108 548 0 19 Nov 2015
Reasoning about Entailment with Neural Attention Tim Rocktaschel Edward Grefenstette Karl Moritz Hermann Tomás Kociský Phil Blunsom NAI 72 762 0 22 Sep 2015
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 326 4,294 0 21 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014