Bidirectional LSTM-CRF Models for Sequence Tagging

9 August 2015

Papers citing "Bidirectional LSTM-CRF Models for Sequence Tagging"

50 / 623 papers shown

Title
Joint Multitask Learning for Community Question Answering Using Task-Specific Embeddings Shafiq Joty Lluís Màrquez i Villodre Preslav Nakov 43 19 0 24 Sep 2018
Deformable Stacked Structure for Named Entity Recognition Shuyang Cao Xipeng Qiu Xuanjing Huang BDL 39 0 0 24 Sep 2018
Data Augmentation for Spoken Language Understanding via Joint Variational Generation Kang Min Yoo Youhyun Shin Sang-goo Lee 84 91 0 07 Sep 2018
82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models Aaron Smith Bernd Bohnet Miryam de Lhoneux Joakim Nivre Yan Shao Sara Stymne 76 67 0 06 Sep 2018
Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing Jetic Gū Hassan S. Shavarani Anoop Sarkar AIMat 68 24 0 06 Sep 2018
Chinese Discourse Segmentation Using Bilingual Discourse Commonality Jingfeng Yang Sujian Li 32 4 0 30 Aug 2018
Neural Cross-Lingual Named Entity Recognition with Minimal Resources Jiateng Xie Zhilin Yang Graham Neubig Noah A. Smith J. Carbonell 79 187 0 29 Aug 2018
Toward Fast and Accurate Neural Discourse Segmentation Yizhong Wang Sujian Li Jingfeng Yang 45 95 0 28 Aug 2018
Evaluating the Utility of Hand-crafted Features in Sequence Labelling Minghao Wu Fei Liu Trevor Cohn SSL 82 33 0 28 Aug 2018
Fast and Accurate Recognition of Chinese Clinical Named Entities with Residual Dilated Convolutions Jiahui Qiu Qi Wang Yangming Zhou Tong Ruan Ju Gao MedIm 48 32 0 27 Aug 2018
Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition Zenan Zhai Dat Quoc Nguyen Karin Verspoor 30 30 0 25 Aug 2018
Language Identification in Code-Mixed Data using Multichannel Neural Networks and Context Capture Soumil Mandal Anil Kumar Singh 56 27 0 21 Aug 2018
Multiple Character Embeddings for Chinese Word Segmentation Jingkang Wang Jianing Zhou Jie Zhou Gongshen Liu 52 17 0 15 Aug 2018
Multi-Task Learning for Sequence Tagging: An Empirical Study Soravit Changpinyo Hexiang Hu Fei Sha 74 67 0 13 Aug 2018
Multimodal Language Analysis with Recurrent Multistage Fusion Paul Pu Liang Liu Ziyin Amir Zadeh Louis-Philippe Morency 140 198 0 12 Aug 2018
From POS tagging to dependency parsing for biomedical event extraction Dat Quoc Nguyen Karin Verspoor 71 35 0 11 Aug 2018
"Bilingual Expert" Can Find Translation Errors Kai Fan Jiayi Wang Yue Liu Fengming Zhou Boxing Chen Luo Si MoE 55 57 0 25 Jul 2018
Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags Onur Güngör Suzan Üsküdarli Tunga Güngör 83 23 0 17 Jul 2018
Universal Word Segmentation: Implementation and Interpretation Yan Shao Christian Hardmeier Joakim Nivre 41 42 0 09 Jul 2018
Improving part-of-speech tagging via multi-task learning and character-level word representations D. Anastasyev I. Gusev E. Indenbom 20 16 0 02 Jul 2018
Rich Character-Level Information for Korean Morphological Analysis and Part-of-Speech Tagging Andrew Matteson Chanhee Lee Young-Bum Kim Heuiseok Lim 36 18 0 28 Jun 2018
NCRF++: An Open-source Neural Sequence Labeling Toolkit Jie Yang Yue Zhang 98 190 0 14 Jun 2018
The streaming rollout of deep networks - towards fully model-parallel execution Volker Fischer Jan M. Köhler Thomas Pfeil 71 16 0 13 Jun 2018
Design Challenges and Misconceptions in Neural Sequence Labeling Jie Yang Shuailong Liang Yue Zhang 185 164 0 12 Jun 2018
Part-of-Speech Tagging on an Endangered Language: a Parallel Griko-Italian Resource Antonios Anastasopoulos M. Lekakou J. Quer Eleni Zimianiti Justin DeBenedetto David Chiang 104 28 0 11 Jun 2018
Robust Lexical Features for Improved Neural Network Named-Entity Recognition Abbas Ghaddar Philippe Langlais OffRL 73 87 0 09 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 100 197 0 01 Jun 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
Morphosyntactic Tagging with a Meta-BiLSTM Model over Context Sensitive Token Encodings Bernd Bohnet Ryan T. McDonald Gonçalo Simões D. Andor Emily Pitler Joshua Maynez AI4CE 57 95 0 21 May 2018
Improving Aspect Term Extraction with Bidirectional Dependency Tree Representation Huaishao Luo Tianrui Li Bing-Quan Liu Bin Wang H. Unger 64 79 0 21 May 2018
Harvesting Paragraph-Level Question-Answer Pairs from Wikipedia Xinya Du Claire Cardie KELM 70 162 0 15 May 2018
Hybrid semi-Markov CRF for Neural Sequence Labeling Zhiquan Ye Zhenhua Ling 70 57 0 10 May 2018
Chinese NER Using Lattice LSTM Yue Zhang Jie Yang 103 681 0 05 May 2018
Fast and Scalable Expansion of Natural Language Understanding Functionality for Intelligent Agents Anuj Kumar Goyal A. Metallinou Spyros Matsoukas LLMAG AI4CE 67 29 0 03 May 2018
Adaptive Scaling for Sparse Detection in Information Extraction Hongyu Lin Yaojie Lu Xianpei Han Le Sun 69 10 0 01 May 2018
Parsing Tweets into Universal Dependencies Yijia Liu Yi Zhu Wanxiang Che Bing Qin Nathan Schneider Noah A. Smith 69 74 0 23 Apr 2018
Event Extraction with Generative Adversarial Imitation Learning Tongtao Zhang Heng Ji GAN OffRL 50 14 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 54 15 0 21 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
Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences Marcel Trotzek Sven Koitka Christoph M. Friedrich 66 201 0 19 Apr 2018
Incorporating Dictionaries into Deep Neural Networks for the Chinese Clinical Named Entity Recognition Qi Wang Y. Xia Yangming Zhou Tong Ruan Daqi Gao Ping He 43 125 0 13 Apr 2018
Automatic Generation of Chinese Short Product Titles for Mobile Display Yu Gong Xusheng Luo Kenny Q. Zhu Wenwu Ou Shichen Liu Lu Duan 101 32 0 30 Mar 2018
Deep Cascade Multi-task Learning for Slot Filling in Online Shopping Assistant Yu Gong Xusheng Luo Yu Zhu Wenwu Ou Zhao Li Muhua Zhu Kenny Q. Zhu Lu Duan Xi Chen 69 30 0 30 Mar 2018
IcoRating: A Deep-Learning System for Scam ICO Identification Shuqing Bian Zhenpeng Deng F. Li Will Monroe Peng Shi ... Sikuang Wang William Yang Wang Arianna Yuan Tianwei Zhang Jiwei Li 47 37 0 08 Mar 2018
Meta Multi-Task Learning for Sequence Modeling Junkun Chen Xipeng Qiu Pengfei Liu Xuanjing Huang 66 92 0 25 Feb 2018
Multimodal Named Entity Recognition for Short Social Media Posts Seungwhan Moon Leonardo Neves Vitor R. Carvalho 84 155 0 22 Feb 2018
Netizen-Style Commenting on Fashion Photos: Dataset and Diversity Measures Wen Hua Lin Kuan-Ting Chen HungYueh Chiang Winston H. Hsu 150 10 0 31 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
Adversarial Learning for Chinese NER from Crowd Annotations YaoSheng Yang Meishan Zhang Wenliang Chen Wei Zhang Haofen Wang Min Zhang 58 33 0 16 Jan 2018
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit Thanh Tien Vu Dat Quoc Nguyen Dai Quoc Nguyen Mark Dras Mark Johnson 111 150 0 04 Jan 2018