Neural Architectures for Named Entity Recognition

4 March 2016

Papers citing "Neural Architectures for Named Entity Recognition"

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Title
Gating Mechanisms for Combining Character and Word-level Word Representations: An Empirical Study Jorge A. Balazs Y. Matsuo AI4CE NAI 19 3 0 11 Apr 2019
Characterizing the impact of geometric properties of word embeddings on task performance Brendan Whitaker Denis R. Newman-Griffis Aparajita Haldar Hakan Ferhatosmanoglu Eric Fosler-Lussier 6 5 0 09 Apr 2019
Seq2Biseq: Bidirectional Output-wise Recurrent Neural Networks for Sequence Modelling Marco Dinarelli Loïc Grobol 20 10 0 09 Apr 2019
Knowledge-Augmented Language Model and its Application to Unsupervised Named-Entity Recognition Angli Liu Jingfei Du Veselin Stoyanov 22 38 0 09 Apr 2019
Tracking Discrete and Continuous Entity State for Process Understanding Aditya Gupta Greg Durrett 17 35 0 06 Apr 2019
Effective Context and Fragment Feature Usage for Named Entity Recognition Nargiza Nosirova Mingbin Xu Hui Jiang 14 0 0 05 Apr 2019
A Multi-task Learning Approach for Named Entity Recognition using Local Detection Nargiza Nosirova Mingbin Xu Hui Jiang 21 2 0 05 Apr 2019
A General Framework for Information Extraction using Dynamic Span Graphs Yi Luan David Wadden Luheng He A. Shah Mari Ostendorf Hannaneh Hajishirzi 14 313 0 05 Apr 2019
Advancing NLP with Cognitive Language Processing Signals Nora Hollenstein Maria Barrett M. Troendle Francesco Bigiolli N. Langer Ce Zhang 15 39 0 04 Apr 2019
Probing Biomedical Embeddings from Language Models Qiao Jin Bhuwan Dhingra William W. Cohen Xinghua Lu 24 116 0 03 Apr 2019
CAN-NER: Convolutional Attention Network for Chinese Named Entity Recognition Yuying Zhu Guoxin Wang Börje F. Karlsson 17 117 0 03 Apr 2019
Jointly Extracting and Compressing Documents with Summary State Representations Afonso Mendes Shashi Narayan Sebastião Miranda Zita Marinho André F. T. Martins Shay B. Cohen 36 52 0 03 Apr 2019
Aiding Intra-Text Representations with Visual Context for Multimodal Named Entity Recognition Omer Arshad I. Gallo Shah Nawaz Alessandro Calefati 4 41 0 02 Apr 2019
Benchmarking Approximate Inference Methods for Neural Structured Prediction Lifu Tu Kevin Gimpel BDL 33 17 0 01 Apr 2019
Cyberthreat Detection from Twitter using Deep Neural Networks Nuno Dionísio Fernando Alves Pedro M. Ferreira A. Bessani 25 76 0 01 Apr 2019
Recognizing Musical Entities in User-generated Content Lorenzo Porcaro Horacio Saggion 6 4 0 01 Apr 2019
Using Similarity Measures to Select Pretraining Data for NER Xiang Dai Sarvnaz Karimi Ben Hachey Cécile Paris 14 49 0 01 Apr 2019
Structured Minimally Supervised Learning for Neural Relation Extraction Fan Bai Alan Ritter NAI 11 11 0 29 Mar 2019
Modeling Acoustic-Prosodic Cues for Word Importance Prediction in Spoken Dialogues Sushant Kafle Cecilia Ovesdotter Alm Matt Huenerfauth 9 3 0 28 Mar 2019
Graph Convolution for Multimodal Information Extraction from Visually Rich Documents Xiaojing Liu Feiyu Gao Qiong Zhang Huasha Zhao 35 181 0 27 Mar 2019
Audio De-identification: A New Entity Recognition Task Ido Cohn Itay Laish Genady Beryozkin Gang Li Izhak Shafran Idan Szpektor Tzvika Hartman Avinatan Hassidim Yossi Matias 14 29 0 17 Mar 2019
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks Matthew E. Peters Sebastian Ruder Noah A. Smith 24 433 0 14 Mar 2019
Character Eyes: Seeing Language through Character-Level Taggers Yuval Pinter Marc Marone Jacob Eisenstein 17 7 0 12 Mar 2019
Exploring OpenStreetMap Availability for Driving Environment Understanding Yang Zheng I. Izzat J. Hansen 9 8 0 11 Mar 2019
Context-aware Neural-based Dialog Act Classification on Automatically Generated Transcriptions Daniel Ortega Chia-Yu Li Gisela Vallejo Pavel Denisov Ngoc Thang Vu 9 12 0 28 Feb 2019
Multi-Task Learning with Contextualized Word Representations for Extented Named Entity Recognition Thai-Hoang Pham Khai Mai M. T. Nguyen Nguyen Tuan Duc Danushka Bollegala Ryohei Sasano Satoshi Sekine 24 4 0 26 Feb 2019
Entity Recognition at First Sight: Improving NER with Eye Movement Information Nora Hollenstein Ce Zhang 6 52 0 26 Feb 2019
Leveraging Knowledge Bases in LSTMs for Improving Machine Reading Bishan Yang Tom Michael Mitchell 13 245 0 25 Feb 2019
Enhancing Clinical Concept Extraction with Contextual Embeddings Yuqi Si Jingqi Wang Hua Xu Kirk Roberts AI4MH 21 286 0 22 Feb 2019
ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing Mark Neumann Daniel King Iz Beltagy Bridger Waleed Ammar 16 677 0 20 Feb 2019
Transfer Learning for Sequence Labeling Using Source Model and Target Data Lingzhen Chen Alessandro Moschitti VLM 17 34 0 14 Feb 2019
Aspect Specific Opinion Expression Extraction using Attention based LSTM-CRF Network Abhishek Laddha Arjun Mukherjee 14 1 0 07 Feb 2019
Massively Multilingual Transfer for NER Afshin Rahimi Yuan Li Trevor Cohn 14 9 0 01 Feb 2019
Location reference identification from tweets during emergencies: A deep learning approach Abhinav Kumar J. Singh 12 125 0 24 Jan 2019
Exploiting Synchronized Lyrics And Vocal Features For Music Emotion Detection Loreto Parisi Simone Francia Silvio Olivastri Maria Stella Tavella 18 11 0 15 Jan 2019
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 36 1,478 0 10 Jan 2019
Learning with Fenchel-Young Losses Mathieu Blondel André F. T. Martins Vlad Niculae 6 128 0 08 Jan 2019
A neural joint model for Vietnamese word segmentation, POS tagging and dependency parsing Dat Quoc Nguyen 10 12 0 30 Dec 2018
End-to-end neural relation extraction using deep biaffine attention Dat Quoc Nguyen Karin Verspoor 19 78 0 29 Dec 2018
A New Concept of Deep Reinforcement Learning based Augmented General Sequence Tagging System Yu Wang Abhishek Patel Hongxia Jin VLM 21 2 0 26 Dec 2018
Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification Mozhi Zhang Yoshinari Fujinuma Jordan L. Boyd-Graber 11 21 0 22 Dec 2018
Neural networks versus Logistic regression for 30 days all-cause readmission prediction Ahmed Allam M. Nagy G. Thoma Michael Krauthammer 11 57 0 22 Dec 2018
A Survey on Deep Learning for Named Entity Recognition J. Li Aixin Sun Jianglei Han Chenliang Li 3DV 22 1,137 0 22 Dec 2018
Attend, Copy, Parse -- End-to-end information extraction from documents Rasmus Berg Palm Florian Laws Ole Winther 16 58 0 18 Dec 2018
TechKG: A Large-Scale Chinese Technology-Oriented Knowledge Graph Feiliang Ren Yining Hou Yan Li Lingfeng Pan Yi Zhang ... Yongkang Liu Yu Guo Rongsheng Zhao Ruicheng Ming Huiming Wu 13 2 0 17 Dec 2018
A Neural Multi-Task Learning Framework to Jointly Model Medical Named Entity Recognition and Normalization Sendong Zhao Ting Liu Sicheng Zhao Fei Wang MedIm 16 113 0 14 Dec 2018
Dynamic Transfer Learning for Named Entity Recognition Parminder Bhatia Kristjan Arumae B. Celikkaya 32 24 0 13 Dec 2018
Joint Entity Extraction and Assertion Detection for Clinical Text Parminder Bhatia B. Celikkaya Mohammed Khalilia MedIm 37 32 0 13 Dec 2018
On the Dimensionality of Word Embedding Zi Yin Yuanyuan Shen 16 189 0 11 Dec 2018
Exploring the importance of context and embeddings in neural NER models for task-oriented dialogue systems P. Jayarao Chirag Jain Aman Srivastava 15 5 0 06 Dec 2018