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evision PDF of 'From Paraphrase Database to Compositional Paraphrase Model and Back
John Wieting
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Mohit Bansal
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Kevin Gimpel
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Karen Livescu
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Paper Details:
Year: 2015
Venue:
TACL |
Citations
URL
Neural Paraphrase Generation with Stacked Residual LSTM Networks
Aaditya Prakash
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Sadid A. Hasan
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Kathy Lee
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Vivek Datla
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Ashequl Qadir
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Joey Liu
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Oladimeji Farri
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Joint Learning from Labeled and Unlabeled Data for Information Retrieval
Bo Li
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Ping Cheng
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Le Jia
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Encoding Sentiment Information into Word Vectors for Sentiment Analysis
Zhe Ye
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Fang Li
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Timothy Baldwin
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Aff2Vec: Affect–Enriched Distributional Word Representations
Sopan Khosla
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Niyati Chhaya
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Kushal Chawla
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Convolutional Neural Network for Universal Sentence Embeddings
Xiaoqi Jiao
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Fang Wang
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Dan Feng
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Evaluation of Unsupervised Compositional Representations
Hanan Aldarmaki
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Mona Diab
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Model-Free Context-Aware Word Composition
Bo An
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Xianpei Han
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Le Sun
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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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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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Improving Sparse Word Representations with Distributional Inference for Semantic Composition
Thomas Kober
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Julie Weeds
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Jeremy Reffin
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David Weir
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SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity
Daniela Gerz
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Ivan Vulić
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Felix Hill
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Roi Reichart
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Anna Korhonen
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Monolingual Phrase Alignment on Parse Forests
Yuki Arase
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Junichi Tsujii
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Learning Paraphrastic Sentence Embeddings from Back-Translated Bitext
John Wieting
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Jonathan Mallinson
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Kevin Gimpel
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A Continuously Growing Dataset of Sentential Paraphrases
Wuwei Lan
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Siyu Qiu
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Hua He
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Wei Xu
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Dual Tensor Model for Detecting Asymmetric Lexico-Semantic Relations
Goran Glavaš
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Simone Paolo Ponzetto
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Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation
Ivan Vulić
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Nikola Mrkšić
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Anna Korhonen
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Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization
Edoardo Maria Ponti
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Ivan Vulić
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Goran Glavaš
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Nikola Mrkšić
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Anna Korhonen
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Identifying Well-formed Natural Language Questions
Manaal Faruqui
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Dipanjan Das
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Towards Universal Dialogue State Tracking
Liliang Ren
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Kaige Xie
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Lu Chen
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Kai Yu
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Word Mover’s Embedding: From Word2Vec to Document Embedding
Lingfei Wu
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Ian En-Hsu Yen
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Kun Xu
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Fangli Xu
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Avinash Balakrishnan
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Pin-Yu Chen
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Pradeep Ravikumar
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Michael J. Witbrock
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Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation
Ivan Vulić
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Douwe Kiela
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Anna Korhonen
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Paraphrasing Revisited with Neural Machine Translation
Jonathan Mallinson
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Rico Sennrich
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Mirella Lapata
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Automatic Selection of Context Configurations for Improved Class-Specific Word Representations
Ivan Vulić
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Roy Schwartz
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Ari Rappoport
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Roi Reichart
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Anna Korhonen
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Learning Word Representations with Regularization from Prior Knowledge
Yan Song
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Chia-Jung Lee
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Fei Xia
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Retrofitting Word Representations for Unsupervised Sense Aware Word Similarities
Steffen Remus
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Chris Biemann
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SPADE: Evaluation Dataset for Monolingual Phrase Alignment
Yuki Arase
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Junichi Tsujii
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Counter-fitting Word Vectors to Linguistic Constraints
Nikola Mrkšić
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Diarmuid Ó Séaghdha
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Blaise Thomson
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Milica Gašić
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Lina M. Rojas-Barahona
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Pei-Hao Su
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David Vandyke
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Tsung-Hsien Wen
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Steve Young
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Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity Measurement
Hua He
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Jimmy Lin
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Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences
Daniel Khashabi
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Snigdha Chaturvedi
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Michael Roth
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Shyam Upadhyay
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Dan Roth
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Comparing Constraints for Taxonomic Organization
Anne Cocos
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Marianna Apidianaki
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Chris Callison-Burch
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Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources
Ivan Vulić
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Goran Glavaš
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Nikola Mrkšić
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Anna Korhonen
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Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram Features
Matteo Pagliardini
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Prakhar Gupta
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Martin Jaggi
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DeepAlignment: Unsupervised Ontology Matching with Refined Word Vectors
Prodromos Kolyvakis
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Alexandros Kalousis
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Dimitris Kiritsis
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Specialising Word Vectors for Lexical Entailment
Ivan Vulić
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Nikola Mrkšić
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Character-Based Neural Networks for Sentence Pair Modeling
Wuwei Lan
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Wei Xu
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Discriminating between Lexico-Semantic Relations with the Specialization Tensor Model
Goran Glavaš
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Ivan Vulić
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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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Learning Word Meta-Embeddings
Wenpeng Yin
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Hinrich Schütze
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Commonsense Knowledge Base Completion
Xiang Li
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Aynaz Taheri
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Lifu Tu
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Kevin Gimpel
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Morphological Smoothing and Extrapolation of Word Embeddings
Ryan Cotterell
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Hinrich Schütze
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Jason Eisner
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Composing Distributed Representations of Relational Patterns
Sho Takase
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Naoaki Okazaki
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Kentaro Inui
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Word Embeddings with Limited Memory
Shaoshi Ling
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Yangqiu Song
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Dan Roth
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Neural Belief Tracker: Data-Driven Dialogue State Tracking
Nikola Mrkšić
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Diarmuid Ó Séaghdha
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Tsung-Hsien Wen
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Blaise Thomson
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Steve Young
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Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings
John Wieting
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Kevin Gimpel
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Explicit Retrofitting of Distributional Word Vectors
Goran Glavaš
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Ivan Vulić
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ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations
John Wieting
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Kevin Gimpel
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Event2Mind: Commonsense Inference on Events, Intents, and Reactions
Hannah Rashkin
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Maarten Sap
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Emily Allaway
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Noah A. Smith
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Yejin Choi
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Global-Locally Self-Attentive Encoder for Dialogue State Tracking
Victor Zhong
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Caiming Xiong
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Richard Socher
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Neural Natural Language Inference Models Enhanced with External Knowledge
Qian Chen
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Xiaodan Zhu
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Zhen-Hua Ling
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Diana Inkpen
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Si Wei
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Fully Statistical Neural Belief Tracking
Nikola Mrkšić
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Ivan Vulić
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Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing
Osman Ramadan
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Paweł Budzianowski
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Milica Gašić
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Scoring Lexical Entailment with a Supervised Directional Similarity Network
Marek Rei
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Daniela Gerz
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Ivan Vulić
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Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints
Nikola Mrkšić
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Ivan Vulić
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Diarmuid Ó Séaghdha
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Ira Leviant
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Roi Reichart
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Milica Gašić
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Anna Korhonen
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Steve Young
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Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction
Daniela Gerz
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Ivan Vulić
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Edoardo Ponti
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Jason Naradowsky
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Roi Reichart
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Anna Korhonen
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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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Adding Context to Semantic Data-Driven Paraphrasing
Vered Shwartz
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Ido Dagan
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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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Adjusting Word Embeddings with Semantic Intensity Orders
Joo-Kyung Kim
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Marie-Catherine de Marneffe
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Eric Fosler-Lussier
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Find the word that does not belong: A Framework for an Intrinsic Evaluation of Word Vector Representations
José Camacho-Collados
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Roberto Navigli
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Evaluating embeddings on dictionary-based similarity
Judit Ács
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András Kornai
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One Representation per Word - Does it make Sense for Composition?
Thomas Kober
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Julie Weeds
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John Wilkie
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Jeremy Reffin
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David Weir
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Encoding Word Confusion Networks with Recurrent Neural Networks for Dialog State Tracking
Glorianna Jagfeld
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Ngoc Thang Vu
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Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline
Kawin Ethayarajh
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Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation
Ivan Vulić
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Paraphrase Detection on Noisy Subtitles in Six Languages
Eetu Sjöblom
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Mathias Creutz
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Mikko Aulamo
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http://web.engr.illinois.edu/
http://web.engr.illinois.edu/
http://web.engr.illinois.edu/
Field Of Study
Linguistic Trends
Embeddings
Syntax
Task
Sentiment Analysis
Paraphrasing
Language
English
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