Papers
Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing
Jonathan Herzig, Jonathan Berant
SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications
Zexuan Zhong, Jiaqi Guo, Wei Yang et al.
Question Generation from SQL Queries Improves Neural Semantic Parsing
Daya Guo, Yibo Sun, Duyu Tang et al.
Lessons from Natural Language Inference in the Clinical Domain
Alexey Romanov, Chaitanya Shivade
Convolutional Interaction Network for Natural Language Inference
Jingjing Gong, Xipeng Qiu, Xinchi Chen et al.
Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference
Yi Tay, Anh Tuan Luu, Siu Cheung Hui
Structured Alignment Networks for Matching Sentences
Yang Liu, Matt Gardner, Mirella Lapata
Neural Multitask Learning for Simile Recognition
Lizhen Liu, Xiao Hu, Wei Song et al.
Spot the Odd Man Out: Exploring the Associative Power of Lexical Resources
Gabriel Stanovsky, Mark Hopkins
Auto-Encoding Dictionary Definitions into Consistent Word Embeddings
Tom Bosc, Pascal Vincent
Preposition Sense Disambiguation and Representation
Hongyu Gong, Jiaqi Mu, Suma Bhat et al.
Dissecting Contextual Word Embeddings: Architecture and Representation
Matthew E. Peters, Mark Neumann, Luke Zettlemoyer et al.
Transfer and Multi-Task Learning for Noun–Noun Compound Interpretation
Murhaf Fares, Stephan Oepen, Erik Velldal
A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images
Melissa Ailem, Bowen Zhang, Aurelien Bellet et al.
Dynamic Meta-Embeddings for Improved Sentence Representations
Douwe Kiela, Changhan Wang, Kyunghyun Cho
Picking Apart Story Salads
Su Wang, Eric Holgate, Greg Durrett et al.
Disambiguated skip-gram model
Karol Grzegorczyk, Marcin Kurdziel
Memory, Show the Way: Memory Based Few Shot Word Representation Learning
Jingyuan Sun, Shaonan Wang, Chengqing Zong
Streaming word similarity mining on the cheap
Olof Görnerup, Daniel Gillblad
Weeding out Conventionalized Metaphors: A Corpus of Novel Metaphor Annotations
Erik-Lân Do Dinh, Hannah Wieland, Iryna Gurevych
Leveraging Gloss Knowledge in Neural Word Sense Disambiguation by Hierarchical Co-Attention
Fuli Luo, Tianyu Liu, Zexue He et al.
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models
Mohammad Taher Pilehvar, Dimitri Kartsaklis, Victor Prokhorov et al.
Localizing Moments in Video with Temporal Language
Lisa Anne Hendricks, Oliver Wang, Eli Shechtman et al.
TVQA: Localized, Compositional Video Question Answering
Jie Lei, Licheng Yu, Mohit Bansal et al.
RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes
Semih Yagcioglu, Aykut Erdem, Erkut Erdem et al.