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Revisiting Embedding Features for Simple Semi-supervised Learning
Jiang Guo
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Wanxiang Che
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Haifeng Wang
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Ting Liu
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Paper Details:
Month: October
Year: 2014
Location: Doha, Qatar
Venue:
EMNLP |
SIG: SIGDAT
Citations
URL
Label Embedding for Zero-shot Fine-grained Named Entity Typing
Yukun Ma
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Erik Cambria
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Sa Gao
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What’s in Your Embedding, And How It Predicts Task Performance
Anna Rogers
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Shashwath Hosur Ananthakrishna
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Anna Rumshisky
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Neural Networks for Open Domain Targeted Sentiment
Meishan Zhang
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Yue Zhang
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Duy-Tin Vo
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Not All Contexts Are Created Equal: Better Word Representations with Variable Attention
Wang Ling
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Yulia Tsvetkov
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Silvio Amir
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Ramón Fermandez
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Chris Dyer
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Alan W Black
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Isabel Trancoso
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Chu-Cheng Lin
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Specializing Word Embeddings for Similarity or Relatedness
Douwe Kiela
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Felix Hill
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Stephen Clark
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Evaluation of Word Vector Representations by Subspace Alignment
Yulia Tsvetkov
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Manaal Faruqui
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Wang Ling
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Guillaume Lample
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Chris Dyer
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What is the Essence of a Claim? Cross-Domain Claim Identification
Johannes Daxenberger
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Steffen Eger
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Ivan Habernal
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Christian Stab
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Iryna Gurevych
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Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representations on Sequence Labelling Tasks
Lizhen Qu
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Gabriela Ferraro
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Liyuan Zhou
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Weiwei Hou
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Nathan Schneider
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Timothy Baldwin
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Task-Oriented Learning of Word Embeddings for Semantic Relation Classification
Kazuma Hashimoto
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Pontus Stenetorp
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Makoto Miwa
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Yoshimasa Tsuruoka
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The DCU Discourse Parser: A Sense Classification Task
Tsuyoshi Okita
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Longyue Wang
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Qun Liu
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Multi-prototype Chinese Character Embedding
Yanan Lu
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Yue Zhang
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Donghong Ji
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Word Embedding-based Antonym Detection using Thesauri and Distributional Information
Masataka Ono
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Makoto Miwa
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Yutaka Sasaki
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Two/Too Simple Adaptations of Word2Vec for Syntax Problems
Wang Ling
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Chris Dyer
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Alan W. Black
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Isabel Trancoso
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Simple task-specific bilingual word embeddings
Stephan Gouws
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Anders Søgaard
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Retrofitting Word Vectors to Semantic Lexicons
Manaal Faruqui
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Jesse Dodge
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Sujay Kumar Jauhar
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Chris Dyer
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Eduard Hovy
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Noah A. Smith
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Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning
Yulia Tsvetkov
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Sunayana Sitaram
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Manaal Faruqui
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Guillaume Lample
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Patrick Littell
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David Mortensen
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Alan W Black
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Lori Levin
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Chris Dyer
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Learning Word Embeddings for Low-Resource Languages by PU Learning
Chao Jiang
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Hsiang-Fu Yu
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Cho-Jui Hsieh
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Kai-Wei Chang
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Gaussian LDA for Topic Models with Word Embeddings
Rajarshi Das
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Manzil Zaheer
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Chris Dyer
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Cross-lingual Dependency Parsing Based on Distributed Representations
Jiang Guo
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Wanxiang Che
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David Yarowsky
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Haifeng Wang
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Ting Liu
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Sparse Overcomplete Word Vector Representations
Manaal Faruqui
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Yulia Tsvetkov
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Dani Yogatama
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Chris Dyer
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Noah A. Smith
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Non-distributional Word Vector Representations
Manaal Faruqui
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Chris Dyer
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Word Embeddings with Limited Memory
Shaoshi Ling
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Yangqiu Song
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Dan Roth
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Cross-lingual Name Tagging and Linking for 282 Languages
Xiaoman Pan
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Boliang Zhang
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Jonathan May
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Joel Nothman
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Kevin Knight
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Heng Ji
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Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints
Nikola Mrkšić
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Ivan Vulić
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Diarmuid Ó Séaghdha
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Ira Leviant
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Roi Reichart
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Milica Gašić
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Anna Korhonen
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Steve Young
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Enriching Word Sense Embeddings with Translational Context
Mehdi Ghanimifard
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Richard Johansson
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Word Embeddings as Features for Supervised Coreference Resolution
Iliana Simova
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Hans Uszkoreit
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Dependency Link Embeddings: Continuous Representations of Syntactic Substructures
Mohit Bansal
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Word Embeddings vs Word Types for Sequence Labeling: the Curious Case of CV Parsing
Melanie Tosik
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Carsten Lygteskov Hansen
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Gerard Goossen
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Mihai Rotaru
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Adapting word2vec to Named Entity Recognition
Scharolta Katharina Sienčnik
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Intrinsic Evaluations of Word Embeddings: What Can We Do Better?
Anna Gladkova
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Aleksandr Drozd
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Correlation-based Intrinsic Evaluation of Word Vector Representations
Yulia Tsvetkov
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Manaal Faruqui
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Chris Dyer
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Spanish NER with Word Representations and Conditional Random Fields
Jenny Linet Copara Zea
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Jose Eduardo Ochoa Luna
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Camilo Thorne
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Goran Glavaš
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Clinical Event Detection with Hybrid Neural Architecture
Adyasha Maharana
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Meliha Yetisgen
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Beyond Bilingual: Multi-sense Word Embeddings using Multilingual Context
Shyam Upadhyay
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Kai-Wei Chang
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Matt Taddy
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Adam Kalai
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James Zou
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No URLs Found
Field Of Study
Linguistic Trends
Embeddings
Task
Tagging
Chunking
Named Entity Recognition
Approach
Semi-supervised Learning
Language
Chinese
English
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