Papers
Learning What’s Easy: Fully Differentiable Neural Easy-First Taggers
André F. T. Martins, Julia Kreutzer
Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging
Nils Reimers, Iryna Gurevych
MUSE: Modularizing Unsupervised Sense Embeddings
Guang-He Lee, Yun-Nung Chen
Word Re-Embedding via Manifold Dimensionality Retention
Souleiman Hasan, Edward Curry
VecShare: A Framework for Sharing Word Representation Vectors
Jared Fernandez, Zhaocheng Yu, Doug Downey
Word Embeddings based on Fixed-Size Ordinally Forgetting Encoding
Joseph Sanu, Mingbin Xu, Hui Jiang et al.
High-risk learning: acquiring new word vectors from tiny data
Aurélie Herbelot, Marco Baroni
Exploiting Word Internal Structures for Generic Chinese Sentence Representation
Shaonan Wang, Jiajun Zhang, Chengqing Zong
Exploiting Morphological Regularities in Distributional Word Representations
Arihant Gupta, Syed Sarfaraz Akhtar, Avijit Vajpayee et al.
Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components
Jinxing Yu, Xun Jian, Hao Xin et al.
Learning Paraphrastic Sentence Embeddings from Back-Translated Bitext
John Wieting, Jonathan Mallinson, Kevin Gimpel
Learning Chinese Word Representations From Glyphs Of Characters
Tzu-Ray Su, Hung-Yi Lee
Dict2vec : Learning Word Embeddings using Lexical Dictionaries
Julien Tissier, Christophe Gravier, Amaury Habrard
Ngram2vec: Learning Improved Word Representations from Ngram Co-occurrence Statistics
Zhe Zhao, Tao Liu, Shen Li et al.
Hierarchical Embeddings for Hypernymy Detection and Directionality
Kim Anh Nguyen, Maximilian Köper, Sabine Schulte im Walde et al.
A Mention-Ranking Model for Abstract Anaphora Resolution
Ana Marasović, Leo Born, Juri Opitz et al.
Affinity-Preserving Random Walk for Multi-Document Summarization
Kexiang Wang, Tianyu Liu, Zhifang Sui et al.
Neural Net Models of Open-domain Discourse Coherence
Jiwei Li, Dan Jurafsky
End-to-end Neural Coreference Resolution
Kenton Lee, Luheng He, Mike Lewis et al.
Obj2Text: Generating Visually Descriptive Language from Object Layouts
Xuwang Yin, Vicente Ordonez
Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks
Afshin Rahimi, Timothy Baldwin, Trevor Cohn
Where is Misty? Interpreting Spatial Descriptors by Modeling Regions in Space
Nikita Kitaev, Dan Klein
Towards Decoding as Continuous Optimisation in Neural Machine Translation
Cong Duy Vu Hoang, Gholamreza Haffari, Trevor Cohn
Neural Machine Translation with Word Predictions
Rongxiang Weng, Shujian Huang, Zaixiang Zheng et al.
Neural Machine Translation with Source-Side Latent Graph Parsing
Kazuma Hashimoto, Yoshimasa Tsuruoka