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From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions
Peter Young
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Alice Lai
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Micah Hodosh
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Julia Hockenmaier
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Paper Details:
Year: 2014
Venue:
TACL |
Citations
URL
Grounded Textual Entailment
Hoa Trong Vu
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Claudio Greco
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Aliia Erofeeva
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Somayeh Jafaritazehjan
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Guido Linders
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Marc Tanti
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Alberto Testoni
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Raffaella Bernardi
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Albert Gatt
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iParaphrasing: Extracting Visually Grounded Paraphrases via an Image
Chenhui Chu
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Mayu Otani
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Yuta Nakashima
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DIDEC: The Dutch Image Description and Eye-tracking Corpus
Emiel van Miltenburg
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Ákos Kádár
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Ruud Koolen
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Emiel Krahmer
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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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A Survey of Current Datasets for Vision and Language Research
Francis Ferraro
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Nasrin Mostafazadeh
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Ting-Hao Huang
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Lucy Vanderwende
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Jacob Devlin
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Michel Galley
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Margaret Mitchell
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Combining Geometric, Textual and Visual Features for Predicting Prepositions in Image Descriptions
Arnau Ramisa
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Josiah Wang
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Ying Lu
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Emmanuel Dellandrea
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Francesc Moreno-Noguer
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Robert Gaizauskas
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A large annotated corpus for learning natural language inference
Samuel R. Bowman
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Gabor Angeli
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Christopher Potts
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Christopher D. Manning
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Building an Evaluation Scale using Item Response Theory
John Lalor
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Hao Wu
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Hong Yu
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Guided Open Vocabulary Image Captioning with Constrained Beam Search
Peter Anderson
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Basura Fernando
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Mark Johnson
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Stephen Gould
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Deriving continous grounded meaning representations from referentially structured multimodal contexts
Sina Zarrieß
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David Schlangen
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Incorporating Global Visual Features into Attention-based Neural Machine Translation.
Iacer Calixto
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Qun Liu
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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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Visual Denotations for Recognizing Textual Entailment
Dan Han
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Pascual Martínez-Gómez
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Koji Mineshima
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Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation
Adam Poliak
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Aparajita Haldar
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Rachel Rudinger
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J. Edward Hu
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Ellie Pavlick
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Aaron Steven White
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Benjamin Van Durme
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A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images
Melissa Ailem
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Bowen Zhang
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Aurelien Bellet
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Pascal Denis
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Fei Sha
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A Visual Attention Grounding Neural Model for Multimodal Machine Translation
Mingyang Zhou
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Runxiang Cheng
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Yong Jae Lee
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Zhou Yu
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MSMO: Multimodal Summarization with Multimodal Output
Junnan Zhu
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Haoran Li
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Tianshang Liu
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Yu Zhou
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Jiajun Zhang
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Chengqing Zong
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Re-evaluating Automatic Metrics for Image Captioning
Mert Kilickaya
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Aykut Erdem
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Nazli Ikizler-Cinbis
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Erkut Erdem
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Using Images to Improve Machine-Translating E-Commerce Product Listings.
Iacer Calixto
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Daniel Stein
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Evgeny Matusov
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Pintu Lohar
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Sheila Castilho
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Andy Way
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Pragmatic descriptions of perceptual stimuli
Emiel van Miltenburg
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Inference is Everything: Recasting Semantic Resources into a Unified Evaluation Framework
Aaron Steven White
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Pushpendre Rastogi
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Kevin Duh
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Benjamin Van Durme
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Integrating Vision and Language Datasets to Measure Word Concreteness
Gitit Kehat
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James Pustejovsky
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A Corpus of Images and Text in Online News
Laura Hollink
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Adriatik Bedjeti
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Martin van Harmelen
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Desmond Elliott
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The VU Sound Corpus: Adding More Fine-grained Annotations to the Freesound Database
Emiel van Miltenburg
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Benjamin Timmermans
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Lora Aroyo
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1 Million Captioned Dutch Newspaper Images
Desmond Elliott
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Martijn Kleppe
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Performance Impact Caused by Hidden Bias of Training Data for Recognizing Textual Entailment
Masatoshi Tsuchiya
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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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Multimodal Lexical Translation
Chiraag Lala
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Lucia Specia
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Adding Syntactic Annotations to Flickr30k Entities Corpus for Multimodal Ambiguous Prepositional-Phrase Attachment Resolution
Sebastien Delecraz
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Alexis Nasr
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Frederic Bechet
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Benoit Favre
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Translating Videos to Natural Language Using Deep Recurrent Neural Networks
Subhashini Venugopalan
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Huijuan Xu
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Jeff Donahue
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Marcus Rohrbach
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Raymond Mooney
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Kate Saenko
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Quantifying the Visual Concreteness of Words and Topics in Multimodal Datasets
Jack Hessel
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David Mimno
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Lillian Lee
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Describing Images using Inferred Visual Dependency Representations
Desmond Elliott
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Arjen de Vries
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Jointly optimizing word representations for lexical and sentential tasks with the C-PHRASE model
Nghia The Pham
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Germán Kruszewski
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Angeliki Lazaridou
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Marco Baroni
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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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Cross-Lingual Image Caption Generation
Takashi Miyazaki
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Nobuyuki Shimizu
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Most “babies” are “little” and most “problems” are “huge”: Compositional Entailment in Adjective-Nouns
Ellie Pavlick
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Chris Callison-Burch
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FOIL it! Find One mismatch between Image and Language caption
Ravi Shekhar
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Sandro Pezzelle
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Yauhen Klimovich
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Aurélie Herbelot
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Moin Nabi
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Enver Sangineto
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Raffaella Bernardi
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Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling
Zhe Gan
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Chunyuan Li
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Changyou Chen
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Yunchen Pu
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Qinliang Su
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Lawrence Carin
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Doubly-Attentive Decoder for Multi-modal Neural Machine Translation
Iacer Calixto
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Qun Liu
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Nick Campbell
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Identifying 1950s American Jazz Musicians: Fine-Grained IsA Extraction via Modifier Composition
Ellie Pavlick
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Marius Paşca
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STAIR Captions: Constructing a Large-Scale Japanese Image Caption Dataset
Yuya Yoshikawa
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Yutaro Shigeto
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Akikazu Takeuchi
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Bridging Languages through Images with Deep Partial Canonical Correlation Analysis
Guy Rotman
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Ivan Vulić
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Roi Reichart
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Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference
Boyuan Pan
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Yazheng Yang
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Zhou Zhao
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Yueting Zhuang
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Deng Cai
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Xiaofei He
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Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning
Piyush Sharma
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Nan Ding
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Sebastian Goodman
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Radu Soricut
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Breaking NLI Systems with Sentences that Require Simple Lexical Inferences
Max Glockner
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Vered Shwartz
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Yoav Goldberg
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Learning-based Composite Metrics for Improved Caption Evaluation
Naeha Sharif
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Lyndon White
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Mohammed Bennamoun
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Syed Afaq Ali Shah
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A Bayesian Model of Grounded Color Semantics
Brian McMahan
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Matthew Stone
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Deriving Boolean structures from distributional vectors
German Kruszewski
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Denis Paperno
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Marco Baroni
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Ordinal Common-sense Inference
Sheng Zhang
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Rachel Rudinger
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Kevin Duh
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Benjamin Van Durme
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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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Illinois-LH: A Denotational and Distributional Approach to Semantics
Alice Lai
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Julia Hockenmaier
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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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Hypothesis Only Baselines in Natural Language Inference
Adam Poliak
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Jason Naradowsky
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Aparajita Haldar
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Rachel Rudinger
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Benjamin Van Durme
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Term Definitions Help Hypernymy Detection
Wenpeng Yin
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Dan Roth
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Visually-Verifiable Textual Entailment: A Challenge Task for Combining Language and Vision
Jayant Krishnamurthy
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Image Representations and New Domains in Neural Image Captioning
Jack Hessel
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Nicolas Savva
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Michael Wilber
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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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Concept Extensions as the Basis for Vector-Space Semantics: Combining Distributional and Ontological Information about Entities
Jackie Chi Kit Cheung
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Know2Look: Commonsense Knowledge for Visual Search
Sreyasi Nag Chowdhury
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Niket Tandon
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Gerhard Weikum
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Domain Adaptation for Neural Networks by Parameter Augmentation
Yusuke Watanabe
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Kazuma Hashimoto
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Yoshimasa Tsuruoka
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A Shared Task on Multimodal Machine Translation and Crosslingual Image Description
Lucia Specia
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Stella Frank
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Khalil Sima’an
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Desmond Elliott
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Attention-based Multimodal Neural Machine Translation
Po-Yao Huang
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Frederick Liu
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Sz-Rung Shiang
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Jean Oh
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Chris Dyer
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SHEF-Multimodal: Grounding Machine Translation on Images
Kashif Shah
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Josiah Wang
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Lucia Specia
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Focused Evaluation for Image Description with Binary Forced-Choice Tasks
Micah Hodosh
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Julia Hockenmaier
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Leveraging Captions in the Wild to Improve Object Detection
Mert Kilickaya
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Nazli Ikizler-Cinbis
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Erkut Erdem
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Aykut Erdem
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Pragmatic Factors in Image Description: The Case of Negations
Emiel van Miltenburg
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Roser Morante
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Desmond Elliott
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Multi30K: Multilingual English-German Image Descriptions
Desmond Elliott
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Stella Frank
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Khalil Sima’an
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Lucia Specia
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Abstractive Compression of Captions with Attentive Recurrent Neural Networks
Sander Wubben
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Emiel Krahmer
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Antal van den Bosch
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Suzan Verberne
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Towards Generating Colour Terms for Referents in Photographs: Prefer the Expected or the Unexpected?
Sina Zarrieß
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David Schlangen
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Human Evaluation of Multi-modal Neural Machine Translation: A Case-Study on E-Commerce Listing Titles
Iacer Calixto
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Daniel Stein
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Evgeny Matusov
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Sheila Castilho
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Andy Way
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Are Distributional Representations Ready for the Real World? Evaluating Word Vectors for Grounded Perceptual Meaning
Lucy Li
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Jon Gauthier
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Cross-linguistic differences and similarities in image descriptions
Emiel van Miltenburg
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Desmond Elliott
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Piek Vossen
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What is the Role of Recurrent Neural Networks (RNNs) in an Image Caption Generator?
Marc Tanti
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Albert Gatt
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Kenneth Camilleri
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Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description
Desmond Elliott
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Stella Frank
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Loïc Barrault
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Fethi Bougares
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Lucia Specia
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Sheffield MultiMT: Using Object Posterior Predictions for Multimodal Machine Translation
Pranava Swaroop Madhyastha
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Josiah Wang
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Lucia Specia
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Detecting Off-topic Responses to Visual Prompts
Marek Rei
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Correcting prepositional phrase attachments using multimodal corpora
Sebastien Delecraz
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Alexis Nasr
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Frederic Bechet
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Benoit Favre
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Varying image description tasks: spoken versus written descriptions
Emiel van Miltenburg
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Ruud Koolen
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Emiel Krahmer
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Every Object Tells a Story
James Pustejovsky
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Nikhil Krishnaswamy
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Teaching Syntax by Adversarial Distraction
Juho Kim
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Christopher Malon
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Asim Kadav
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Findings of the Third Shared Task on Multimodal Machine Translation
Loïc Barrault
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Fethi Bougares
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Lucia Specia
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Chiraag Lala
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Desmond Elliott
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Stella Frank
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SpatialVOC2K: A Multilingual Dataset of Images with Annotations and Features for Spatial Relations between Objects
Anja Belz
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Adrian Muscat
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Pierre Anguill
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Mouhamadou Sow
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Gaétan Vincent
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Yassine Zinessabah
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The Task Matters: Comparing Image Captioning and Task-Based Dialogical Image Description
Nikolai Ilinykh
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Sina Zarrieß
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David Schlangen
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Talking about other people: an endless range of possibilities
Emiel van Miltenburg
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Desmond Elliott
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Piek Vossen
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http://nlp.cs.illinois.edu/
http://nlp.cs.illinois.edu/
http://www.cs.umass.edu/
Field Of Study
Task
Word Sense Disambiguation
Textual Entailment
Coreference Resolution
Language
English
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