Papers citing 'End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF'

Title
Chinese User Service Intention Classification Based on Hybrid Neural Network Shengbin Jia Yang Xiang 119 2 0 25 Sep 2018
Joint Multitask Learning for Community Question Answering Using Task-Specific EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2018 Shafiq Joty Lluís Màrquez i Villodre Preslav Nakov 104 19 0 24 Sep 2018
Deformable Stacked Structure for Named Entity Recognition Shuyang Cao Xipeng Qiu Xuanjing Huang BDL 94 0 0 24 Sep 2018
A Byte-sized Approach to Named Entity Recognition Emily Sheng Premkumar Natarajan 81 0 0 22 Sep 2018
Semi-Supervised Sequence Modeling with Cross-View Training Kevin Clark Minh-Thang Luong Christopher D. Manning Quoc V. Le SSL 191 337 0 22 Sep 2018
Building Context-aware Clause Representations for Situation Entity Type Classification Zeyu Dai Ruihong Huang 70 8 0 20 Sep 2018
Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks Shikhar Vashishth Manik Bhandari Prateek Yadav Piyush Rai Chiranjib Bhattacharyya Partha P. Talukdar GNN 294 4 0 12 Sep 2018
Sampled in Pairs and Driven by Text: A New Graph Embedding Framework Liheng Chen Yanru Qu Zhenghui Wang Lin Qiu Weinan Zhang Ken Chen Shaodian Zhang Yong Yu 204 4 0 12 Sep 2018
Learning Named Entity Tagger using Domain-Specific Dictionary Jingbo Shang Liyuan Liu Xiang Ren Xiaotao Gu Teng Ren Jiawei Han NoLa 159 224 0 10 Sep 2018
Toward a Standardized and More Accurate Indonesian Part-of-Speech Tagging Kemal Kurniawan Alham Fikri Aji 155 21 0 10 Sep 2018
SHOMA at Parseme Shared Task on Automatic Identification of VMWEs: Neural Multiword Expression Tagging with High Generalisation Shiva Taslimipoor Omid Rohanian 101 26 0 09 Sep 2018
Chinese Discourse Segmentation Using Bilingual Discourse Commonality Jingfeng Yang Sujian Li 104 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 193 195 0 29 Aug 2018
Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations Aditi Chaudhary Chunting Zhou Lori S. Levin Graham Neubig David R. Mortensen J. Carbonell 116 65 0 28 Aug 2018
Convolutional Neural Networks with Recurrent Neural Filters Yi Yang 92 14 0 28 Aug 2018
Evaluating the Utility of Hand-crafted Features in Sequence Labelling Minghao Wu Fei Liu Trevor Cohn SSL 143 33 0 28 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 67 32 0 25 Aug 2018
Neural Named Entity Recognition from Subword Units Abdalghani Abujabal Judith Gaspers 128 6 0 22 Aug 2018
Language Identification in Code-Mixed Data using Multichannel Neural Networks and Context Capture Soumil Mandal Anil Kumar Singh 108 34 0 21 Aug 2018
Adversarial training for multi-context joint entity and relation extraction Giannis Bekoulis Johannes Deleu T. Demeester Chris Develder GAN 226 182 0 21 Aug 2018
Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study Aditya Siddhant Zachary Chase Lipton AI4CE BDL 233 219 0 16 Aug 2018
Multiple Character Embeddings for Chinese Word Segmentation Jingkang Wang Jianing Zhou Jie Zhou Gongshen Liu 142 20 0 15 Aug 2018
Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging Apostolos Kemos Heike Adel Hinrich Schütze 192 10 0 13 Aug 2018
Multi-Task Learning for Sequence Tagging: An Empirical Study Soravit Changpinyo Hexiang Hu Fei Sha 181 67 0 13 Aug 2018
Sequence Labeling: A Practical Approach A. Akhundov Dietrich Trautmann Georg Groh VLM 147 20 0 12 Aug 2018
Multimodal Language Analysis with Recurrent Multistage Fusion Paul Pu Liang Liu Ziyin Amir Zadeh Louis-Philippe Morency 203 213 0 12 Aug 2018
From POS tagging to dependency parsing for biomedical event extraction Dat Quoc Nguyen Karin Verspoor 139 35 0 11 Aug 2018
LISA: Explaining Recurrent Neural Network Judgments via Layer-wIse Semantic Accumulation and Example to Pattern Transformation Pankaj Gupta Hinrich Schütze 134 17 0 05 Aug 2018
Improving Neural Sequence Labelling using Additional Linguistic Information Mahtab Ahmed Muhammad Rifayat Samee Robert E. Mercer 105 7 0 27 Jul 2018
Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need! Steffen Eger Johannes Daxenberger Christian Stab Iryna Gurevych 131 52 0 24 Jul 2018
Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological TagsInternational Conference on Computational Linguistics (COLING), 2018 Onur Güngör Suzan Üsküdarli Tunga Güngör 151 24 0 17 Jul 2018
Concept-Based Embeddings for Natural Language Processing Yukun Ma Xiaoshi Zhong 119 3 0 15 Jul 2018
Improving part-of-speech tagging via multi-task learning and character-level word representations D. Anastasyev I. Gusev E. Indenbom 64 15 0 02 Jul 2018
A Hierarchical Deep Learning Natural Language Parser for Fashion José Marcelino João Faria Luís Baía R. Sousa AI4CE 90 2 0 25 Jun 2018
Character-Level Feature Extraction with Densely Connected Networks Chanhee Lee Young-Bum Kim Dongyub Lee Heuiseok Lim 3DV 143 12 0 24 Jun 2018
NCRF++: An Open-source Neural Sequence Labeling Toolkit Jie Yang Yue Zhang 153 190 0 14 Jun 2018
Design Challenges and Misconceptions in Neural Sequence Labeling Jie Yang Shuailong Liang Yue Zhang 259 167 0 12 Jun 2018
A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature Benjamin E. Nye Junyi Jessy Li Roma Patel Yinfei Yang Iain J. Marshall A. Nenkova Byron C. Wallace 139 237 0 11 Jun 2018
Robust Lexical Features for Improved Neural Network Named-Entity Recognition Abbas Ghaddar Philippe Langlais OffRL 135 91 0 09 Jun 2018
Multi-Task Active Learning for Neural Semantic Role Labeling on Low Resource Conversational Corpus Fariz Ikhwantri Samuel Louvan Kemal Kurniawan Bagas Abisena V. Rachman A. Wicaksono Rahmad Mahendra 175 17 0 05 Jun 2018
How Do Source-side Monolingual Word Embeddings Impact Neural Machine Translation? Shuoyang Ding Kevin Duh 84 5 0 05 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 274 208 0 01 Jun 2018
Empirical Evaluation of Character-Based Model on Neural Named-Entity Recognition in Indonesian Conversational Texts Kemal Kurniawan Samuel Louvan 131 11 0 31 May 2018
End-to-end named entity extraction from speech Sahar Ghannay Antoine Caubrière Yannick Esteve Antoine Laurent Emmanuel Morin 119 26 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 130 48 0 27 May 2018
Improving Aspect Term Extraction with Bidirectional Dependency Tree Representation Huaishao Luo Tianrui Li Bing-Quan Liu Bin Wang H. Unger 124 85 0 21 May 2018
Improved Sentence Modeling using Suffix Bidirectional LSTM Siddhartha Brahma 151 26 0 18 May 2018
Neural Factor Graph Models for Cross-lingual Morphological Tagging Chaitanya Malaviya Matthew R. Gormley Graham Neubig 228 29 0 11 May 2018
Obligation and Prohibition Extraction Using Hierarchical RNNs Ilias Chalkidis Ion Androutsopoulos A. Michos 136 59 0 10 May 2018
Hybrid semi-Markov CRF for Neural Sequence Labeling Zhiquan Ye Zhenhua Ling 143 57 0 10 May 2018