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Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks
Hua He
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Kevin Gimpel
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Jimmy Lin
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Paper Details:
Month: September
Year: 2015
Location: Lisbon, Portugal
Venue:
EMNLP |
SIG: SIGDAT
Citations
URL
Convolutional Neural Network for Universal Sentence Embeddings
Xiaoqi Jiao
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Fang Wang
|
Dan Feng
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Charagram: Embedding Words and Sentences via Character n-grams
John Wieting
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Mohit Bansal
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Kevin Gimpel
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Karen Livescu
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Modelling Interaction of Sentence Pair with Coupled-LSTMs
Pengfei Liu
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Xipeng Qiu
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Yaqian Zhou
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Jifan Chen
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Xuanjing Huang
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Learning to Paraphrase for Question Answering
Li Dong
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Jonathan Mallinson
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Siva Reddy
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Mirella Lapata
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Inter-Weighted Alignment Network for Sentence Pair Modeling
Gehui Shen
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Yunlun Yang
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Zhi-Hong Deng
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Learning Generic Sentence Representations Using Convolutional Neural Networks
Zhe Gan
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Yunchen Pu
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Ricardo Henao
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Chunyuan Li
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Xiaodong He
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Lawrence Carin
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An Insight Extraction System on BioMedical Literature with Deep Neural Networks
Hua He
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Kris Ganjam
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Navendu Jain
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Jessica Lundin
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Ryen White
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Jimmy Lin
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No Need to Pay Attention: Simple Recurrent Neural Networks Work!
Ferhan Ture
|
Oliver Jojic
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Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences
Yi Tay
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Anh Tuan Luu
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Siu Cheung Hui
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Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity Measurement
Hua He
|
Jimmy Lin
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Self-Training for Jointly Learning to Ask and Answer Questions
Mrinmaya Sachan
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Eric Xing
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Identifying Semantic Divergences in Parallel Text without Annotations
Yogarshi Vyas
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Xing Niu
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Marine Carpuat
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News Citation Recommendation with Implicit and Explicit Semantics
Hao Peng
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Jing Liu
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Chin-Yew Lin
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Effects of Creativity and Cluster Tightness on Short Text Clustering Performance
Catherine Finegan-Dollak
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Reed Coke
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Rui Zhang
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Xiangyi Ye
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Dragomir Radev
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Deep Fusion LSTMs for Text Semantic Matching
Pengfei Liu
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Xipeng Qiu
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Jifan Chen
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Xuanjing Huang
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Natural Language Inference by Tree-Based Convolution and Heuristic Matching
Lili Mou
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Rui Men
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Ge Li
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Yan Xu
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Lu Zhang
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Rui Yan
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Zhi Jin
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An Empirical Study on End-to-End Sentence Modelling
Kurt Junshean Espinosa
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ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs
Wenpeng Yin
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Hinrich Schütze
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Bing Xiang
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Bowen Zhou
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Questionable Answers in Question Answering Research: Reproducibility and Variability of Published Results
Matt Crane
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Joint Unsupervised Learning of Semantic Representation of Words and Roles in Dependency Trees
Michal Konkol
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ASOBEK at SemEval-2016 Task 1: Sentence Representation with Character N-gram Embeddings for Semantic Textual Similarity
Asli Eyecioglu
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Bill Keller
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UMD-TTIC-UW at SemEval-2016 Task 1: Attention-Based Multi-Perspective Convolutional Neural Networks for Textual Similarity Measurement
Hua He
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John Wieting
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Kevin Gimpel
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Jinfeng Rao
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Jimmy Lin
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SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Crosslingual Focused Evaluation
Daniel Cer
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Mona Diab
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Eneko Agirre
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Iñigo Lopez-Gazpio
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Lucia Specia
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Research on attention memory networks as a model for learning natural language inference
Zhuang Liu
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Degen Huang
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Jing Zhang
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Kaiyu Huang
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Neural Paraphrase Identification of Questions with Noisy Pretraining
Gaurav Singh Tomar
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Thyago Duque
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Oscar Täckström
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Jakob Uszkoreit
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Dipanjan Das
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Combining CNNs and Pattern Matching for Question Interpretation in a Virtual Patient Dialogue System
Lifeng Jin
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Michael White
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Evan Jaffe
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Laura Zimmerman
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Douglas Danforth
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Identification of Parallel Sentences in Comparable Monolingual Corpora from Different Registers
Rémi Cardon
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Natalia Grabar
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http://hohocode.github.io/textSimilarityConvNet/
Field Of Study
Linguistic Trends
Embeddings
Syntax
Task
Textual Entailment
Machine Translation
Approach
Unsupervised Learning
Language
English
Low-Resource Languages
Dataset
News
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