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Named Entity Recognition with Bidirectional LSTM-CNNs
Jason P.C. Chiu
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Eric Nichols
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Paper Details:
Year: 2016
Venue:
TACL |
Citations
URL
An Empirical Study on Fine-Grained Named Entity Recognition
Khai Mai
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Thai-Hoang Pham
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Minh Trung Nguyen
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Tuan Duc Nguyen
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Danushka Bollegala
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Ryohei Sasano
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Satoshi Sekine
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Robust Lexical Features for Improved Neural Network Named-Entity Recognition
Abbas Ghaddar
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Phillippe Langlais
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Design Challenges and Misconceptions in Neural Sequence Labeling
Jie Yang
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Shuailong Liang
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Yue Zhang
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Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling
Diego Marcheggiani
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Ivan Titov
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Leveraging Linguistic Structures for Named Entity Recognition with Bidirectional Recursive Neural Networks
Peng-Hsuan Li
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Ruo-Ping Dong
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Yu-Siang Wang
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Ju-Chieh Chou
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Wei-Yun Ma
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Effective Use of Context in Noisy Entity Linking
David Mueller
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Greg Durrett
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Semi-Supervised Sequence Modeling with Cross-View Training
Kevin Clark
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Minh-Thang Luong
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Christopher D. Manning
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Quoc Le
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Automatic Detection of Vague Words and Sentences in Privacy Policies
Logan Lebanoff
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Fei Liu
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WiNER: A Wikipedia Annotated Corpus for Named Entity Recognition
Abbas Ghaddar
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Phillippe Langlais
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Model Transfer with Explicit Knowledge of the Relation between Class Definitions
Hiyori Yoshikawa
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Tomoya Iwakura
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Joint Learning of POS and Dependencies for Multilingual Universal Dependency Parsing
Zuchao Li
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Shexia He
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Zhuosheng Zhang
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Hai Zhao
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A New Corpus to Support Text Mining for the Curation of Metabolites in the ChEBI Database
Matthew Shardlow
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Nhung Nguyen
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Gareth Owen
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Claire O’Donovan
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Andrew Leach
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John McNaught
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Steve Turner
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Sophia Ananiadou
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BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages
Benjamin Heinzerling
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Michael Strube
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End-to-End Graph-Based TAG Parsing with Neural Networks
Jungo Kasai
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Robert Frank
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Pauli Xu
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William Merrill
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Owen Rambow
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Deep Contextualized Word Representations
Matthew Peters
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Mark Neumann
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Mohit Iyyer
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Matt Gardner
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Christopher Clark
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Kenton Lee
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Luke Zettlemoyer
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ELISA-EDL: A Cross-lingual Entity Extraction, Linking and Localization System
Boliang Zhang
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Ying Lin
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Xiaoman Pan
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Di Lu
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Jonathan May
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Kevin Knight
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Heng Ji
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Semi-supervised sequence tagging with bidirectional language models
Matthew Peters
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Waleed Ammar
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Chandra Bhagavatula
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Russell Power
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An Empirical Study on End-to-End Sentence Modelling
Kurt Junshean Espinosa
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A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling
Ying Lin
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Shengqi Yang
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Veselin Stoyanov
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Heng Ji
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Chinese NER Using Lattice LSTM
Yue Zhang
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Jie Yang
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Hybrid semi-Markov CRF for Neural Sequence Labeling
Zhixiu Ye
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Zhen-Hua Ling
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Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations
Eliyahu Kiperwasser
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Yoav Goldberg
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An Eye-tracking Study of Named Entity Annotation
Takenobu Tokunaga
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Hitoshi Nishikawa
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Tomoya Iwakura
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Learning to recognise named entities in tweets by exploiting weakly labelled data
Kurt Junshean Espinosa
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Riza Theresa Batista-Navarro
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Sophia Ananiadou
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DeepNNNER: Applying BLSTM-CNNs and Extended Lexicons to Named Entity Recognition in Tweets
Fabrice Dugas
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Eric Nichols
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Assessing the Corpus Size vs. Similarity Trade-off for Word Embeddings in Clinical NLP
Kirk Roberts
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Results of the WNUT2017 Shared Task on Novel and Emerging Entity Recognition
Leon Derczynski
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Eric Nichols
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Marieke van Erp
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Nut Limsopatham
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Bacteria and Biotope Entity Recognition Using A Dictionary-Enhanced Neural Network Model
Qiuyue Wang
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Xiaofeng Meng
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Named Entity Recognition on Code-Switched Data Using Conditional Random Fields
Utpal Kumar Sikdar
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Biswanath Barik
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Björn Gambäck
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http://ml.nec-labs.com/senna/
http://nlp.stanford.edu/projects/glove/
https://code.google.com/p/word2vec/
Field Of Study
Linguistic Trends
Embeddings
Task
Tagging
Named Entity Recognition
Machine Translation
Approach
Unsupervised Learning
Language
English
Japanese
Spanish
Dataset
News
Blogs
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