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Grounded Compositional Semantics for Finding and Describing Images with Sentences
Richard Socher
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Andrej Karpathy
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Quoc V. Le
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Christopher D. Manning
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Andrew Y. Ng
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Paper Details:
Year: 2014
Venue:
TACL |
Citations
URL
Modelling Sentence Pairs with Tree-structured Attentive Encoder
Yao Zhou
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Cong Liu
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Yan Pan
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A Neural Network Approach for Knowledge-Driven Response Generation
Pavlos Vougiouklis
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Jonathon Hare
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Elena Simperl
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Multimodal Grounding for Language Processing
Lisa Beinborn
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Teresa Botschen
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Iryna Gurevych
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Learning Visually-Grounded Semantics from Contrastive Adversarial Samples
Haoyue Shi
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Jiayuan Mao
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Tete Xiao
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Yuning Jiang
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Jian Sun
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Integrating Tree Structures and Graph Structures with Neural Networks to Classify Discussion Discourse Acts
Yasuhide Miura
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Ryuji Kano
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Motoki Taniguchi
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Tomoki Taniguchi
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Shotaro Misawa
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Tomoko Ohkuma
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Learning Image Embeddings using Convolutional Neural Networks for Improved Multi-Modal Semantics
Douwe Kiela
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Léon Bottou
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A Neural Network for Factoid Question Answering over Paragraphs
Mohit Iyyer
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Jordan Boyd-Graber
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Leonardo Claudino
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Richard Socher
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Hal Daumé III
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A Fast and Accurate Dependency Parser using Neural Networks
Danqi Chen
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Christopher Manning
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Jointly Learning Word Representations and Composition Functions Using Predicate-Argument Structures
Kazuma Hashimoto
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Pontus Stenetorp
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Makoto Miwa
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Yoshimasa Tsuruoka
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Visual Bilingual Lexicon Induction with Transferred ConvNet Features
Douwe Kiela
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Ivan Vulić
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Stephen Clark
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Traversing Knowledge Graphs in Vector Space
Kelvin Guu
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John Miller
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Percy Liang
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Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMs
Miguel Ballesteros
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Chris Dyer
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Noah A. Smith
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Joint Embedding of Query and Ad by Leveraging Implicit Feedback
Sungjin Lee
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Yifan Hu
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The Forest Convolutional Network: Compositional Distributional Semantics with a Neural Chart and without Binarization
Phong Le
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Willem Zuidema
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Do You See What I Mean? Visual Resolution of Linguistic Ambiguities
Yevgeni Berzak
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Andrei Barbu
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Daniel Harari
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Boris Katz
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Shimon Ullman
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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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Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths
Yan Xu
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Lili Mou
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Ge Li
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Yunchuan Chen
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Hao Peng
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Zhi Jin
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Transition-based Dependency Parsing Using Two Heterogeneous Gated Recursive Neural Networks
Xinchi Chen
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Yaqian Zhou
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Chenxi Zhu
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Xipeng Qiu
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Xuanjing Huang
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Multi- and Cross-Modal Semantics Beyond Vision: Grounding in Auditory Perception
Douwe Kiela
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Stephen Clark
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A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification
Yunlun Yang
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Yunhai Tong
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Shulei Ma
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Zhi-Hong Deng
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Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis
Wenya Wang
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Sinno Jialin Pan
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Daniel Dahlmeier
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Xiaokui Xiao
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Numerically Grounded Language Models for Semantic Error Correction
Georgios Spithourakis
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Isabelle Augenstein
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Sebastian Riedel
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Reasoning about Pragmatics with Neural Listeners and Speakers
Jacob Andreas
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Dan Klein
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Image Pivoting for Learning Multilingual Multimodal Representations
Spandana Gella
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Rico Sennrich
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Frank Keller
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Mirella Lapata
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Multimodal Differential Network for Visual Question Generation
Badri Narayana Patro
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Sandeep Kumar
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Vinod Kumar Kurmi
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Vinay Namboodiri
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Siamese Network-Based Supervised Topic Modeling
Minghui Huang
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Yanghui Rao
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Yuwei Liu
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Haoran Xie
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Fu Lee Wang
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Lexicosyntactic Inference in Neural Models
Aaron Steven White
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Rachel Rudinger
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Kyle Rawlins
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Benjamin Van Durme
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Improving Sequence to Sequence Neural Machine Translation by Utilizing Syntactic Dependency Information
An Nguyen Le
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Ander Martinez
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Akifumi Yoshimoto
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Yuji Matsumoto
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MappSent at IJCNLP-2017 Task 5: A Textual Similarity Approach Applied to Multi-choice Question Answering in Examinations
Amir Hazem
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FEIDEGGER: A Multi-modal Corpus of Fashion Images and Descriptions in German
Leonidas Lefakis
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Alan Akbik
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Roland Vollgraf
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Face2Text: Collecting an Annotated Image Description Corpus for the Generation of Rich Face Descriptions
Albert Gatt
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Marc Tanti
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Adrian Muscat
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Patrizia Paggio
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Reuben A Farrugia
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Claudia Borg
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Kenneth P Camilleri
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Michael Rosner
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Lonneke van der Plas
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Combining Language and Vision with a Multimodal Skip-gram Model
Angeliki Lazaridou
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Nghia The Pham
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Marco Baroni
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Déjà Image-Captions: A Corpus of Expressive Descriptions in Repetition
Jianfu Chen
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Polina Kuznetsova
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David Warren
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Yejin Choi
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Chain Based RNN for Relation Classification
Javid Ebrahimi
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Dejing Dou
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Bridge Correlational Neural Networks for Multilingual Multimodal Representation Learning
Janarthanan Rajendran
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Mitesh M. Khapra
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Sarath Chandar
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Balaraman Ravindran
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Vision and Feature Norms: Improving automatic feature norm learning through cross-modal maps
Luana Bulat
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Douwe Kiela
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Stephen Clark
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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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Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships
Mohit Iyyer
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Anupam Guha
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Snigdha Chaturvedi
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Jordan Boyd-Graber
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Hal Daumé III
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Learning with Latent Language
Jacob Andreas
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Dan Klein
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Sergey Levine
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Syntactically Aware Neural Architectures for Definition Extraction
Luis Espinosa-Anke
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Steven Schockaert
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Generating Image Captions in Arabic using Root-Word Based Recurrent Neural Networks and Deep Neural Networks
Vasu Jindal
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How to make words with vectors: Phrase generation in distributional semantics
Georgiana Dinu
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Marco Baroni
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A Convolutional Neural Network for Modelling Sentences
Nal Kalchbrenner
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Edward Grefenstette
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Phil Blunsom
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Learning Grounded Meaning Representations with Autoencoders
Carina Silberer
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Mirella Lapata
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Describing Images using Inferred Visual Dependency Representations
Desmond Elliott
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Arjen de Vries
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Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning
Angeliki Lazaridou
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Georgiana Dinu
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Marco Baroni
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Simple Learning and Compositional Application of Perceptually Grounded Word Meanings for Incremental Reference Resolution
Casey Kennington
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David Schlangen
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Transition-Based Dependency Parsing with Stack Long Short-Term Memory
Chris Dyer
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Miguel Ballesteros
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Wang Ling
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Austin Matthews
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Noah A. Smith
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Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
Kai Sheng Tai
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Richard Socher
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Christopher D. Manning
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Learning language through pictures
Grzegorz Chrupała
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Ákos Kádár
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Afra Alishahi
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Grounding Semantics in Olfactory Perception
Douwe Kiela
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Luana Bulat
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Stephen Clark
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A Dependency-Based Neural Network for Relation Classification
Yang Liu
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Furu Wei
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Sujian Li
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Heng Ji
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Ming Zhou
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Houfeng Wang
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Liberal Event Extraction and Event Schema Induction
Lifu Huang
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Taylor Cassidy
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Xiaocheng Feng
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Heng Ji
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Clare R. Voss
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Jiawei Han
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Avirup Sil
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Multimodal Pivots for Image Caption Translation
Julian Hitschler
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Shigehiko Schamoni
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Stefan Riezler
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Event Nugget Detection with Forward-Backward Recurrent Neural Networks
Reza Ghaeini
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Xiaoli Fern
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Liang Huang
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Prasad Tadepalli
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An Unsupervised Neural Attention Model for Aspect Extraction
Ruidan He
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Wee Sun Lee
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Hwee Tou Ng
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Daniel Dahlmeier
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Learning Word-Like Units from Joint Audio-Visual Analysis
David Harwath
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James Glass
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Neural Discourse Structure for Text Categorization
Yangfeng Ji
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Noah A. Smith
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Improving Semantic Composition with Offset Inference
Thomas Kober
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Julie Weeds
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Jeremy Reffin
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David Weir
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Document Similarity for Texts of Varying Lengths via Hidden Topics
Hongyu Gong
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Tarek Sakakini
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Suma Bhat
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JinJun Xiong
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TreeTalk: Composition and Compression of Trees for Image Descriptions
Polina Kuznetsova
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Vicente Ordonez
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Tamara L. Berg
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Yejin Choi
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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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Enriching Word Sense Embeddings with Translational Context
Mehdi Ghanimifard
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Richard Johansson
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Sentence-Level Multilingual Multi-modal Embedding for Natural Language Processing
Iacer Calixto
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Qun Liu
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MappSent: a Textual Mapping Approach for Question-to-Question Similarity
Amir Hazem
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Basma El Amel Boussaha
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Nicolas Hernandez
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SemEval-2014 Task 10: Multilingual Semantic Textual Similarity
Eneko Agirre
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Carmen Banea
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Claire Cardie
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Daniel Cer
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Mona Diab
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Aitor Gonzalez-Agirre
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Weiwei Guo
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Rada Mihalcea
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German Rigau
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Janyce Wiebe
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Samsung Poland NLP Team at SemEval-2016 Task 1: Necessity for diversity; combining recursive autoencoders, WordNet and ensemble methods to measure semantic similarity.
Barbara Rychalska
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Katarzyna Pakulska
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Krystyna Chodorowska
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Wojciech Walczak
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Piotr Andruszkiewicz
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Recursive Neural Networks for Coding Therapist and Patient Behavior in Motivational Interviewing
Michael Tanana
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Kevin Hallgren
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Zac Imel
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David Atkins
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Padhraic Smyth
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Vivek Srikumar
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Distributional Semantics in Use
Raffaella Bernardi
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Gemma Boleda
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Raquel Fernández
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Denis Paperno
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Comparing Attribute Classifiers for Interactive Language Grounding
Yanchao Yu
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Arash Eshghi
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Oliver Lemon
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Generating Semantically Precise Scene Graphs from Textual Descriptions for Improved Image Retrieval
Sebastian Schuster
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Ranjay Krishna
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Angel Chang
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Li Fei-Fei
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Christopher D. Manning
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Do Distributed Semantic Models Dream of Electric Sheep? Visualizing Word Representations through Image Synthesis
Angeliki Lazaridou
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Dat Tien Nguyen
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Marco Baroni
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Recursive Neural Networks Can Learn Logical Semantics
Samuel R. Bowman
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Christopher Potts
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Christopher D. Manning
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Generating Image Descriptions with Gold Standard Visual Inputs: Motivation, Evaluation and Baselines
Josiah Wang
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Robert Gaizauskas
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“A Distorted Skull Lies in the Bottom Center...” Identifying Paintings from Text Descriptions
Anupam Guha
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Mohit Iyyer
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Jordan Boyd-Graber
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Towards Generalizable Sentence Embeddings
Eleni Triantafillou
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Jamie Ryan Kiros
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Raquel Urtasun
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Richard Zemel
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Interactively Learning Visually Grounded Word Meanings from a Human Tutor
Yanchao Yu
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Arash Eshghi
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Oliver Lemon
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Real-Time Understanding of Complex Discriminative Scene Descriptions
Ramesh Manuvinakurike
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Casey Kennington
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David DeVault
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David Schlangen
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Training an adaptive dialogue policy for interactive learning of visually grounded word meanings
Yanchao Yu
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Arash Eshghi
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Oliver Lemon
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The BURCHAK corpus: a Challenge Data Set for Interactive Learning of Visually Grounded Word Meanings
Yanchao Yu
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Arash Eshghi
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Gregory Mills
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Oliver Lemon
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The Use of Object Labels and Spatial Prepositions as Keywords in a Web-Retrieval-Based Image Caption Generation System
Brandon Birmingham
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Adrian Muscat
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Learning how to Learn: An Adaptive Dialogue Agent for Incrementally Learning Visually Grounded Word Meanings
Yanchao Yu
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Arash Eshghi
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Oliver Lemon
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Linguistically Rich Vector Representations of Supertags for TAG Parsing
Dan Friedman
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Jungo Kasai
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R. Thomas McCoy
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Robert Frank
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Forrest Davis
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Owen Rambow
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Learning to Compose Spatial Relations with Grounded Neural Language Models
Mehdi Ghanimifard
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Simon Dobnik
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Towards Understanding End-of-trip Instructions in a Taxi Ride Scenario
Deepthi Karkada
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Ramesh Manuvirakurike
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Kallirroi Georgila
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Adding the Third Dimension to Spatial Relation Detection in 2D Images
Brandon Birmingham
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Adrian Muscat
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Anja Belz
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Finding The Best Model Among Representative Compositional Models
Masayasu Muraoka
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Sonse Shimaoka
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Kazeto Yamamoto
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Yotaro Watanabe
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Naoaki Okazaki
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Kentaro Inui
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No URLs Found
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English
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