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Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks
Yonatan Belinkov
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Lluís Màrquez
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Hassan Sajjad
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Nadir Durrani
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Fahim Dalvi
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James Glass
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Paper Details:
Month: November
Year: 2017
Location: Taipei, Taiwan
Venue:
IJCNLP |
Citations
URL
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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The Lazy Encoder: A Fine-Grained Analysis of the Role of Morphology in Neural Machine Translation
Arianna Bisazza
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Clara Tump
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Understanding and Improving Morphological Learning in the Neural Machine Translation Decoder
Fahim Dalvi
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Nadir Durrani
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Hassan Sajjad
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Yonatan Belinkov
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Stephan Vogel
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Neural Machine Translation for Bilingually Scarce Scenarios: a Deep Multi-Task Learning Approach
Poorya Zaremoodi
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Gholamreza Haffari
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On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference
Adam Poliak
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Yonatan Belinkov
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James Glass
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Benjamin Van Durme
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What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties
Alexis Conneau
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German Kruszewski
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Guillaume Lample
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Loïc Barrault
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Marco Baroni
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Deep RNNs Encode Soft Hierarchical Syntax
Terra Blevins
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Omer Levy
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Luke Zettlemoyer
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Analysis Methods in Neural Language Processing: A Survey
Yonatan Belinkov
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James Glass
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Analyzing Learned Representations of a Deep ASR Performance Prediction Model
Zied Elloumi
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Laurent Besacier
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Olivier Galibert
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Benjamin Lecouteux
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An Analysis of Encoder Representations in Transformer-Based Machine Translation
Alessandro Raganato
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Jörg Tiedemann
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Language Models Learn POS First
Naomi Saphra
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Adam Lopez
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Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis
Kelly Zhang
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Samuel Bowman
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Classification of Medication-Related Tweets Using Stacked Bidirectional LSTMs with Context-Aware Attention
Orest Xherija
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http://github.com/
https://www.nlpado.de/
Field Of Study
Linguistic Trends
Discourse
Lexical Semantics
Embeddings
Task
Tagging
Machine Translation
Approach
Representation Learning
Language
Chinese
English
Spanish
French
Arabic
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