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

4 March 2016

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

50 / 789 papers shown

Title
Hybrid Neural Models For Sequence Modelling: The Best Of Three Worlds Marco Dinarelli Loïc Grobol 3DV 115 5 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 172 7 0 13 Sep 2019
Dependency-Aware Named Entity Recognition with Relative and Global Attentions Gustavo Aguilar Thamar Solorio 225 10 0 11 Sep 2019
Comprehensive Analysis of Aspect Term Extraction Methods using Various Text EmbeddingsComputer Speech and Language (CSL), 2019 Lukasz Augustyniak Tomasz Kajdanowicz Przemyslaw Kazienko 108 44 0 11 Sep 2019
Scientific Discourse Tagging for Evidence ExtractionConference of the European Chapter of the Association for Computational Linguistics (EACL), 2019 Xiangci Li Gully A. Burns Nanyun Peng 220 5 0 10 Sep 2019
What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Xiaolei Huang Jonathan May Nanyun Peng 96 10 0 09 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 TextsNordic Conference of Computational Linguistics (NODALIDA), 2019 Valentin Barrière Amaury Fouret 110 13 0 08 Sep 2019
Nested Named Entity Recognition via Second-best Sequence Learning and DecodingTransactions of the Association for Computational Linguistics (TACL), 2019 Takashi Shibuya Eduard H. Hovy 163 136 0 05 Sep 2019
CrossWeigh: Training Named Entity Tagger from Imperfect AnnotationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Zihan Wang Jingbo Shang Liyuan Liu Lihao Lu Hamish Ivison Jiawei Han NoLa 170 115 0 03 Sep 2019
Aspect Detection using Word and Char Embeddings with (Bi)LSTM and CRFInternational Conference on Artificial Intelligence and Knowledge Engineering (AIKE), 2019 Lukasz Augustyniak Tomasz Kajdanowicz Przemyslaw Kazienko 106 21 0 03 Sep 2019
Combining Spans into Entities: A Neural Two-Stage Approach for Recognizing Discontiguous EntitiesConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Bailin Wang Wei Lu 144 39 0 03 Sep 2019
Phrase Grounding by Soft-Label Chain Conditional Random FieldConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Hamish Ivison Anjali Narayan-Chen 103 10 0 01 Sep 2019
Joint Detection and Location of English PunsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019 Yanyan Zou Wei Lu 180 26 0 31 Aug 2019
Open Named Entity Modeling from Embedding DistributionIEEE Transactions on Knowledge and Data Engineering (TKDE), 2019 Ying Luo Hai Zhao Tao Wang Bingjie Tang 252 3 0 31 Aug 2019
Named Entity Recognition Only from Word EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Ying Luo Hai Zhao Junlang Zhan 245 20 0 31 Aug 2019
Autoregressive Text Generation Beyond Feedback LoopsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Florian Schmidt Stephan Mandt Thomas Hofmann AI4TS 130 14 0 30 Aug 2019
Learning to Infer Entities, Properties and their Relations from Clinical ConversationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Nan Du Mingqiu Wang Linh Tran Gang Li Izhak Shafran LRM 152 35 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 162 6 0 29 Aug 2019
Exploiting Multiple Embeddings for Chinese Named Entity RecognitionInternational Conference on Information and Knowledge Management (CIKM), 2019 Canwen Xu Feiyang Wang Jialong Han Chenliang Li 182 52 0 28 Aug 2019
Low-Resource Name Tagging Learned with Weakly Labeled DataConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Yixin Cao Zikun Hu Tat-Seng Chua Zhiyuan Liu Heng Ji NoLa 153 82 0 26 Aug 2019
Query-Based Named Entity Recognition Yuxian Meng Xiaoya Li Zijun Sun Jiwei Li 123 1 0 24 Aug 2019
Position-Aware Self-Attention based Neural Sequence LabelingPattern Recognition (Pattern Recognit.), 2019 Wei Wei Zanbo Wang Xian-Ling Mao Guangyou Zhou Pan Zhou Sheng Jiang 160 27 0 24 Aug 2019
A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity RecognizersConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Aditi Chaudhary Jiateng Xie Zaid A. W. Sheikh Graham Neubig J. Carbonell 122 28 0 23 Aug 2019
Hierarchically-Refined Label Attention Network for Sequence LabelingConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Leyang Cui Yue Zhang BDL 245 97 0 23 Aug 2019
Similarity Learning for Authorship Verification in Social MediaIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 Benedikt T. Boenninghoff R. M. Nickel Steffen Zeiler D. Kolossa 112 45 0 20 Aug 2019
Concurrent Parsing of Constituency and Dependency Junru Zhou Shuailiang Zhang Hai Zhao GNN 107 0 0 18 Aug 2019
Survey on Deep Neural Networks in Speech and Vision Systems M. Alam Manar D. Samad Lasitha Vidyaratne Alexander M. Glandon Khan M. Iftekharuddin 3DV VLM AI4TS 353 224 0 16 Aug 2019
Simplify the Usage of Lexicon in Chinese NERAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Ruotian Ma Minlong Peng Tao Gui Xuanjing Huang 307 294 0 16 Aug 2019
Named Entity Recognition for Nepali LanguageInternational Conference on Communications in Computing (ICCC), 2019 Oyesh Mann Singh Ankur Padia A. Joshi 179 17 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 90 3 0 14 Aug 2019
FlexNER: A Flexible LSTM-CNN Stack Framework for Named Entity RecognitionNatural Language Processing and Chinese Computing (NLPCC), 2019 Hongyin Zhu Wenpeng Hu Yi Zeng 104 5 0 14 Aug 2019
Establishing Strong Baselines for the New Decade: Sequence Tagging, Syntactic and Semantic Parsing with BERTThe Florida AI Research Society (FLAIRS), 2019 Han He Jinho Choi 3DV 315 51 0 14 Aug 2019
A Finnish News Corpus for Named Entity RecognitionLanguage Resources and Evaluation (LRE), 2019 T. Ruokolainen Pekka Kauppinen Miikka Silfverberg Krister Lindén 165 69 0 12 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 98 10 0 02 Aug 2019
Hybrid Neural Tagging Model for Open Relation ExtractionExpert systems with applications (ESWA), 2019 Shengbin Jia Yang Xiang BDL 154 17 0 26 Jul 2019
Cross-Lingual Transfer for Distantly Supervised and Low-resources Indonesian NERConference on Intelligent Text Processing and Computational Linguistics (CICLing), 2019 Fariz Ikhwantri 86 3 0 25 Jul 2019
CMU-01 at the SIGMORPHON 2019 Shared Task on Crosslinguality and Context in Morphology Aditi Chaudhary Elizabeth Salesky G. Bhat David R. Mortensen J. Carbonell Yulia Tsvetkov 159 4 0 23 Jul 2019
Sequential online prediction in the presence of outliers and change points: an instant temporal structure learning approach Bin Liu Yu Qi Ke-Jia Chen AI4TS 72 12 0 15 Jul 2019
GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity RecognitionAAAI Conference on Artificial Intelligence (AAAI), 2019 Hui Chen Zijia Lin Guiguang Ding Jian-Guang Lou Yusen Zhang Börje F. Karlsson 165 95 0 12 Jul 2019
To Tune or Not To Tune? How About the Best of Both Worlds? Ran A. Wang Haibo Su Chunye Wang Kailin Ji J. Ding VLM 134 17 0 09 Jul 2019
Qwant Research @DEFT 2019: Document matching and information retrieval using clinical cases Estelle Maudet Oralie Cattan Maureen de Seyssel Christophe Servan 57 1 0 06 Jul 2019
Short Text Conversation Based on Deep Neural Network and Analysis on Evaluation Measures Hsiang-En Cherng Chia-Hui Chang 105 0 0 06 Jul 2019
Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings Zenan Zhai Dat Quoc Nguyen S. Akhondi Camilo Thorne Christian Druckenbrodt Trevor Cohn M. Gregory Karin Verspoor 131 43 0 05 Jul 2019
FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithmsAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Henry B. Moss Andrew Moore David S. Leslie Paul Rayson 151 5 0 28 Jun 2019
Few-Shot Sequence Labeling with Label Dependency Transfer and Pair-wise Embedding Yutai Hou Zhihan Zhou Yijia Liu Ning Wang Wanxiang Che Han Liu Ting Liu 154 9 0 20 Jun 2019
Multi-Grained Named Entity RecognitionAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Congying Xia Chenwei Zhang Tao Yang Yaliang Li Nan Du Xian Wu Wei Fan Fenglong Ma Philip Yu 141 93 0 20 Jun 2019
Towards Robust Named Entity Recognition for Historic German Stefan Schweter Johannes Baiter 112 24 0 18 Jun 2019
Neurally-Guided Structure InferenceInternational Conference on Machine Learning (ICML), 2019 Sidi Lu Jiayuan Mao J. Tenenbaum Jiajun Wu 192 7 0 17 Jun 2019
Label-Agnostic Sequence Labeling by Copying Nearest NeighborsAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Sam Wiseman K. Stratos 147 66 0 10 Jun 2019
Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task Gustavo Aguilar F. Alghamdi Víctor Soto Mona T. Diab Julia Hirschberg Thamar Solorio 176 75 0 10 Jun 2019