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Neural Architectures for Named Entity Recognition

4 March 2016

Papers citing "Neural Architectures for Named Entity Recognition"

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Title
Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility Denis R. Newman-Griffis Ayah Zirikly 42 33 0 07 Jun 2018
OpenTag: Open Attribute Value Extraction from Product Profiles [Deep Learning, Active Learning, Named Entity Recognition] Guineng Zheng Subhabrata Mukherjee Xin Luna Dong Feifei Li VLM 3DV 103 197 0 01 Jun 2018
Empirical Evaluation of Character-Based Model on Neural Named-Entity Recognition in Indonesian Conversational Texts Kemal Kurniawan Samuel Louvan 69 10 0 31 May 2018
Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition Genta Indra Winata Chien-Sheng Wu Andrea Madotto Pascale Fung 75 15 0 30 May 2018
End-to-end named entity extraction from speech Sahar Ghannay Antoine Caubrière Yannick Esteve Antoine Laurent Emmanuel Morin 83 24 0 30 May 2018
Visual Referring Expression Recognition: What Do Systems Actually Learn? Volkan Cirik Louis-Philippe Morency Taylor Berg-Kirkpatrick 81 63 0 30 May 2018
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings Dat Quoc Nguyen Karin Verspoor NAI MedIm 74 47 0 27 May 2018
Connecting Distant Entities with Induction through Conditional Random Fields for Named Entity Recognition: Precursor-Induced CRF Wangjin Lee Jinwook Choi 30 3 0 26 May 2018
Harvesting Paragraph-Level Question-Answer Pairs from Wikipedia Xinya Du Claire Cardie KELM 73 162 0 15 May 2018
Hybrid semi-Markov CRF for Neural Sequence Labeling Zhiquan Ye Zhenhua Ling 70 57 0 10 May 2018
Sentence-State LSTM for Text Representation Yue Zhang Qi Liu Linfeng Song 75 209 0 07 May 2018
Construction of the Literature Graph in Semantic Scholar Bridger Waleed Ammar Dirk Groeneveld Chandra Bhagavatula Iz Beltagy Miles Crawford ... Lucy Lu Wang Christopher Wilhelm Zheng Yuan Madeleine van Zuylen Oren Etzioni GNN 90 399 0 06 May 2018
Zero-shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens Marek Rei Anders Søgaard 83 53 0 06 May 2018
Chinese NER Using Lattice LSTM Yue Zhang Jie Yang 116 681 0 05 May 2018
Adaptive Scaling for Sparse Detection in Information Extraction Hongyu Lin Yaojie Lu Xianpei Han Le Sun 72 10 0 01 May 2018
An Annotated Corpus for Machine Reading of Instructions in Wet Lab Protocols Chaitanya Kulkarni Wei Xu Alan Ritter R. Machiraju 92 62 0 01 May 2018
Syntactic Patterns Improve Information Extraction for Medical Search Roma Patel Yinfei Yang Iain J. Marshall A. Nenkova Byron C. Wallace 52 12 0 30 Apr 2018
Modeling Psychotherapy Dialogues with Kernelized Hashcode Representations: A Nonparametric Information-Theoretic Approach S. Garg Irina Rish Guillermo Cecchi Palash Goyal Sarik Ghazarian Shuyang Gao Greg Ver Steeg Aram Galstyan 58 0 0 26 Apr 2018
Strong Baselines for Neural Semi-supervised Learning under Domain Shift Sebastian Ruder Barbara Plank 61 172 0 25 Apr 2018
Label-aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition Zhenghui Wang Yanru Qu Liheng Chen Jian Shen Weinan Zhang Shaodian Zhang Yimei Gao Gen Gu Ken Chen Yong Yu 100 64 0 24 Apr 2018
Efficient Large-Scale Domain Classification with Personalized Attention Young-Bum Kim Dongchan Kim Anjishnu Kumar R. Sarikaya 69 21 0 22 Apr 2018
Neural-Davidsonian Semantic Proto-role Labeling Rachel Rudinger Adam R. Teichert Ryan Culkin Sheng Zhang Benjamin Van Durme VLM 51 24 0 21 Apr 2018
Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding Lifu Huang Kyunghyun Cho Boliang Zhang Heng Ji Kevin Knight 61 15 0 21 Apr 2018
What's Going On in Neural Constituency Parsers? An Analysis David Gaddy Mitchell Stern Dan Klein NAI 60 75 0 20 Apr 2018
Joint entity recognition and relation extraction as a multi-head selection problem Giannis Bekoulis Johannes Deleu Thomas Demeester Chris Develder 108 374 0 20 Apr 2018
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling Liyuan Liu Xiang Ren Jingbo Shang Jian-wei Peng Jiawei Han 90 44 0 20 Apr 2018
Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods Jieyu Zhao Tianlu Wang Mark Yatskar Vicente Ordonez Kai-Wei Chang 141 946 0 18 Apr 2018
When and Why are Pre-trained Word Embeddings Useful for Neural Machine Translation? Ye Qi Devendra Singh Sachan Matthieu Felix Sarguna Padmanabhan Graham Neubig 121 344 0 17 Apr 2018
Learning How to Self-Learn: Enhancing Self-Training Using Neural Reinforcement Learning Chenhua Chen Yue Zhang SSL 73 11 0 16 Apr 2018
QA4IE: A Question Answering based Framework for Information Extraction Lin Qiu Hao Zhou Yanru Qu Weinan Zhang Suoheng Li Shunlin Rong Dongyu Ru Lihua Qian Kewei Tu Yong Yu 73 19 0 10 Apr 2018
Contrastive Learning of Emoji-based Representations for Resource-Poor Languages Nurendra Choudhary Rajat Singh Ishita Bindlish Manish Shrivastava 53 16 0 03 Apr 2018
Emotions are Universal: Learning Sentiment Based Representations of Resource-Poor Languages using Siamese Networks Nurendra Choudhary Rajat Singh Ishita Bindlish Manish Shrivastava 29 12 0 03 Apr 2018
Revisiting Skip-Gram Negative Sampling Model with Rectification Cun Mu Guang Yang Zheng Yan 42 12 0 01 Apr 2018
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning Sandeep Subramanian Adam Trischler Yoshua Bengio C. Pal SSL 100 330 0 30 Mar 2018
Deep Recurrent Neural Networks for Product Attribute Extraction in eCommerce Bodhisattwa Prasad Majumder Aditya Subramanian Abhinandan Krishnan Shreyansh Gandhi Ajinkya More 40 10 0 29 Mar 2018
Why Comparing Single Performance Scores Does Not Allow to Draw Conclusions About Machine Learning Approaches Nils Reimers Iryna Gurevych 92 52 0 26 Mar 2018
Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from Speech Yu-An Chung James R. Glass 3DV 86 185 0 23 Mar 2018
Can recurrent neural networks warp time? Corentin Tallec Yann Ollivier CLL AI4CE 153 136 0 23 Mar 2018
Joint Recognition of Handwritten Text and Named Entities with a Neural End-to-end Model Manuel Carbonell M. Villegas Alicia Fornés Josep Lladós 55 27 0 16 Mar 2018
Neural Architectures for Open-Type Relation Argument Extraction Benjamin Roth Costanza Conforti Nina Poerner Sanjeev Kumar Karn Hinrich Schütze BDL 41 13 0 05 Mar 2018
Understand Functionality and Dimensionality of Vector Embeddings: the Distributional Hypothesis, the Pairwise Inner Product Loss and Its Bias-Variance Trade-off Zi Yin 50 8 0 01 Mar 2018
Multimodal Named Entity Recognition for Short Social Media Posts Seungwhan Moon Leonardo Neves Vitor R. Carvalho 84 155 0 22 Feb 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 296 11,575 0 15 Feb 2018
Differentiable Dynamic Programming for Structured Prediction and Attention A. Mensch Mathieu Blondel 71 131 0 11 Feb 2018
Neural Dynamic Programming for Musical Self Similarity Christian J. Walder Dongwoo Kim 47 9 0 09 Feb 2018
DeepType: Multilingual Entity Linking by Neural Type System Evolution Jonathan Raiman O. Raiman BDL HAI 190 185 0 03 Feb 2018
Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings Mladen Dimovski C. Musat V. Ilievski Andreea Hossmann Michael Baeriswyl 43 12 0 02 Feb 2018
PEYMA: A Tagged Corpus for Persian Named Entities M. Shahshahani Mahdi Mohseni A. Shakery Heshaam Faili 61 16 0 30 Jan 2018
Cross-type Biomedical Named Entity Recognition with Deep Multi-Task Learning Xuan Wang Yu Zhang Xiang Ren Yuhao Zhang Marinka Zitnik Jingbo Shang C. Langlotz Jiawei Han 106 252 0 30 Jan 2018
A Corpus for Modeling Word Importance in Spoken Dialogue Transcripts Sushant Kafle Matt Huenerfauth 47 12 0 29 Jan 2018