Bidirectional LSTM-CRF Models for Sequence Tagging

9 August 2015

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

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Title
Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection Shumin Deng Ningyu Zhang Jiaojian Kang Yichi Zhang Wei Zhang Huajun Chen 33 132 0 25 Oct 2019
A Unified MRC Framework for Named Entity Recognition Xiaoya Li Jingrong Feng Yuxian Meng Qinghong Han Fei Wu Jiwei Li 39 633 0 25 Oct 2019
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models Vikas Yadav Steven Bethard 3DV 22 589 0 25 Oct 2019
Multimodal Learning For Classroom Activity Detection Hang Li Yunxing Kang Wenbiao Ding Songfan Yang Songfan Yang Gale Yan Huang Zitao Liu 22 27 0 22 Oct 2019
Findings of the NLP4IF-2019 Shared Task on Fine-Grained Propaganda Detection Giovanni Da San Martino Alberto Barrón-Cedeño Preslav Nakov 32 80 0 20 Oct 2019
Keyphrase Extraction from Scholarly Articles as Sequence Labeling using Contextualized Embeddings Dhruva Sahrawat Debanjan Mahata Mayank Kulkarni Haimin Zhang Rakesh Gosangi Amanda Stent Agniv Sharma Yaman Kumar Singla R. Shah Roger Zimmermann 17 30 0 19 Oct 2019
Progress Notes Classification and Keyword Extraction using Attention-based Deep Learning Models with BERT Matthew Tang P. Gandhi Md. Ahsanul Kabir C. Zou J. Blakey Xiao Luo 30 38 0 13 Oct 2019
When Specialization Helps: Using Pooled Contextualized Embeddings to Detect Chemical and Biomedical Entities in Spanish Manuel Stoeckel Wahed Hemati Alexander Mehler 16 9 0 08 Oct 2019
Extracting UMLS Concepts from Medical Text Using General and Domain-Specific Deep Learning Models Sicong Tang Feitong Tan Berry de Bruijn Muqun Li A. LaPlante P. Tan 24 13 0 03 Oct 2019
Exploiting BERT for End-to-End Aspect-based Sentiment Analysis Xin Li Lidong Bing Wenxuan Zhang W. Lam 36 278 0 02 Oct 2019
Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions Zinan Lin Alankar Jain Chen Wang Giulia Fanti Vyas Sekar 38 22 0 30 Sep 2019
A Simple and Effective Model for Answering Multi-span Questions Elad Segal Avia Efrat Mor Shoham Amir Globerson Jonathan Berant KELM 33 30 0 29 Sep 2019
Language-Agnostic Syllabification with Neural Sequence Labeling Jacob Krantz Max W. Dulin P. Palma 38 13 0 29 Sep 2019
Gated Task Interaction Framework for Multi-task Sequence Tagging Isaac. K. E. Ampomah S. McClean Zhiwei Lin G. Hawe 17 1 0 29 Sep 2019
Coin_flipper at eHealth-KD Challenge 2019: Voting LSTMs for Key Phrases and Semantic Relation Identification Applied to Spanish eHealth Texts Neus Català Mario Martín 21 2 0 26 Sep 2019
Using Chinese Glyphs for Named Entity Recognition Arijit Sehanobish Chan Hee Song 31 22 0 22 Sep 2019
CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding Yijin Liu Fandong Meng Jinchao Zhang Jie Zhou Jinan Xu Jinan Xu 35 72 0 16 Sep 2019
Neural Correction Model for Open-Domain Named Entity Recognition Mengdi Zhu Zheye Deng Wenhan Xiong Mo Yu Ming Zhang William Yang Wang 29 6 0 13 Sep 2019
Scientific Discourse Tagging for Evidence Extraction Xiangci Li Gully A. Burns Nanyun Peng 38 25 0 10 Sep 2019
Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation Huiyun Yang Shujian Huang Xinyu Dai Jiajun Chen 9 8 0 10 Sep 2019
May I Check Again? -- A simple but efficient way to generate and use contextual dictionaries for Named Entity Recognition. Application to French Legal Texts Valentin Barrière Amaury Fouret 22 13 0 08 Sep 2019
Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering Tao Shen Xiubo Geng Tao Qin Guodong Long Jing Jiang Daxin Jiang 19 8 0 06 Sep 2019
Reporting the Unreported: Event Extraction for Analyzing the Local Representation of Hate Crimes Aida Mostafazadeh Davani Leigh Yeh M. Atari Brendan Kennedy Gwenyth Portillo-Wightman ... Natalie Delong Rhea Bhatia Arineh Mirinjian Xiang Ren Morteza Dehghani 17 17 0 04 Sep 2019
Modeling Named Entity Embedding Distribution into Hypersphere Zhuosheng Zhang Bingjie Tang Z. Li Hai Zhao 20 3 0 03 Sep 2019
Combining Spans into Entities: A Neural Two-Stage Approach for Recognizing Discontiguous Entities Bailin Wang Wei Lu 33 33 0 03 Sep 2019
Open Named Entity Modeling from Embedding Distribution Ying Luo Hai Zhao Tao Wang Bingjie Tang 24 3 0 31 Aug 2019
Your Smart Home Can't Keep a Secret: Towards Automated Fingerprinting of IoT Traffic with Neural Networks Shuaike Dong Zhou Li Di Tang Jiongyi Chen Menghan Sun Kehuan Zhang 26 57 0 31 Aug 2019
Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs Dongyeop Kang Hiroaki Hayashi A. Black Eduard H. Hovy 24 8 0 30 Aug 2019
Autoregressive Text Generation Beyond Feedback Loops Florian Schmidt Stephan Mandt Thomas Hofmann AI4TS 39 14 0 30 Aug 2019
Learning to Infer Entities, Properties and their Relations from Clinical Conversations Nan Du Mingqiu Wang Linh Tran Gang Li Izhak Shafran LRM 29 31 0 30 Aug 2019
Why Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of NER Peng-Hsuan Li Tsu-Jui Fu Wei-Yun Ma 14 6 0 29 Aug 2019
Exploiting Multiple Embeddings for Chinese Named Entity Recognition Canwen Xu Feiyang Wang Jialong Han Chenliang Li 24 49 0 28 Aug 2019
Position-Aware Self-Attention based Neural Sequence Labeling Wei Wei Zanbo Wang Xian-Ling Mao Guangyou Zhou Pan Zhou Sheng Jiang 31 25 0 24 Aug 2019
Hierarchically-Refined Label Attention Network for Sequence Labeling Leyang Cui Yue Zhang BDL 28 87 0 23 Aug 2019
Fine-tuning BERT for Joint Entity and Relation Extraction in Chinese Medical Text Kui Xue Yangming Zhou Zhiyuan Ma Tong Ruan Huanhuan Zhang Ping He 35 89 0 21 Aug 2019
Tale of tails using rule augmented sequence labeling for event extraction Ayush Maheshwari Hrishikesh Patel N. Rathod Ritesh Kumar Ganesh Ramakrishnan P. Bhattacharyya 22 5 0 19 Aug 2019
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Alexandre Salle Aline Villavicencio 42 8 0 19 Aug 2019
Scene Classification in Indoor Environments for Robots using Context Based Word Embeddings Bin Chen Raghavender Sahdev Dekun Wu Xing Zhao Manos Papagelis John K. Tsotsos 22 20 0 18 Aug 2019
Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings Ahmed El-Kishky Frank F. Xu Aston Zhang Jiawei Han 27 4 0 18 Aug 2019
Simplify the Usage of Lexicon in Chinese NER Ruotian Ma Minlong Peng Qi Zhang Xuanjing Huang 13 260 0 16 Aug 2019
Raw-to-End Name Entity Recognition in Social Media Liyuan Liu Zihan Wang Jingbo Shang Dandong Yin Heng Ji Xiang Ren Shaowen Wang Jiawei Han 13 3 0 14 Aug 2019
Establishing Strong Baselines for the New Decade: Sequence Tagging, Syntactic and Semantic Parsing with BERT Han He Jinho Choi 3DV 14 51 0 14 Aug 2019
Semi-supervised Thai Sentence Segmentation Using Local and Distant Word Representations Chanatip Saetia Ekapol Chuangsuwanich Tawunrat Chalothorn P. Vateekul 32 5 0 04 Aug 2019
DELTA: A DEep learning based Language Technology plAtform Kun Han Junwen Chen Hui Zhang Haiyang Xu Yiping Peng ... Cheng Gong Yunbo Wang Wei Zou Hui Song Xiangang Li VLM 8 9 0 02 Aug 2019
Hybrid Neural Tagging Model for Open Relation Extraction Shengbin Jia Yang Xiang BDL 11 17 0 26 Jul 2019
Deep Learning Detection of Inaccurate Smart Electricity Meters: A Case Study Ming Liu Dongpeng Liu Guangyu Sun Yi Zhao Duolin Wang Fangxing Liu Xiang Fang Qing He Dong Xu 11 1 0 26 Jul 2019
An Unsupervised Character-Aware Neural Approach to Word and Context Representation Learning G. Marra Andrea Zugarini S. Melacci Marco Maggini SSL 14 14 0 19 Jul 2019
GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition Hui Chen Zijia Lin Guiguang Ding Jian-Guang Lou Yusen Zhang Börje F. Karlsson 22 94 0 12 Jul 2019
Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning Alexandros Papangelis Yi-Chia Wang Piero Molino Gokhan Tur 22 32 0 11 Jul 2019
Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision Hongliang Dai Yangqiu Song 21 107 0 07 Jul 2019