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 / 282 papers shown

Title
Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages Michael A. Hedderich David Ifeoluwa Adelani D. Zhu Jesujoba Oluwadara Alabi Udia Markus Dietrich Klakow 17 72 0 07 Oct 2020
Adversarial Attack and Defense of Structured Prediction Models Wenjuan Han Liwen Zhang Yong-jia Jiang Kewei Tu AAML 12 37 0 04 Oct 2020
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases Gerhard Weikum Luna Dong Simon Razniewski Fabian M. Suchanek 30 125 0 24 Sep 2020
Multitask Pointer Network for Multi-Representational Parsing Daniel Fernández-González Carlos Gómez-Rodríguez 35 24 0 21 Sep 2020
Combining Word and Character Vector Representation on Neural Machine Translation K. M. Shahih Ayu Purwarianti 14 3 0 13 Sep 2020
Abstractive Information Extraction from Scanned Invoices (AIESI) using End-to-end Sequential Approach Shreeshiv Patel Dvijesh N Bhatt 14 11 0 12 Sep 2020
Improving Sequence Tagging for Vietnamese Text Using Transformer-based Neural Models Viet The Bui Oanh T. K. Tran Hong Phuong Le 25 38 0 29 Jun 2020
Approximate Cross-Validation for Structured Models S. Ghosh William T. Stephenson Tin D. Nguyen Sameer K. Deshpande Tamara Broderick 16 15 0 23 Jun 2020
Chatbot: A Conversational Agent employed with Named Entity Recognition Model using Artificial Neural Network Nazakat Ali 24 16 0 19 Jun 2020
DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature Chaoran Cheng Fei Tan Zhi Wei 23 7 0 05 Jun 2020
A Structural Model for Contextual Code Changes Shaked Brody Uri Alon Eran Yahav KELM 24 7 0 27 May 2020
BERTweet: A pre-trained language model for English Tweets Dat Quoc Nguyen Thanh Tien Vu A. Nguyen VLM 34 901 0 20 May 2020
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations Sam Coope Tyler Farghly D. Gerz Ivan Vulić Matthew Henderson 27 62 0 18 May 2020
Named Entity Recognition as Dependency Parsing Juntao Yu Bernd Bohnet Massimo Poesio 17 413 0 14 May 2020
Code and Named Entity Recognition in StackOverflow Jeniya Tabassum Mounica Maddela Wei-ping Xu Alan Ritter 59 114 0 04 May 2020
MultiQT: Multimodal Learning for Real-Time Question Tracking in Speech Jakob Drachmann Havtorn Jan Latko Joakim Edin Lasse Borgholt Lars Maaløe Lorenzo Belgrano Nicolai Frost Jakobsen R. Sdun Zeljko Agic 19 3 0 02 May 2020
Dual Learning for Semi-Supervised Natural Language Understanding Su Zhu Ruisheng Cao Kai Yu 43 31 0 26 Apr 2020
LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation Dong-Ho Lee Rahul Khanna Bill Yuchen Lin Jamin Chen Seyeon Lee Qinyuan Ye Elizabeth Boschee Leonardo Neves Xiang Ren 35 22 0 16 Apr 2020
PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks Wenwen Yu Ning Lu Xianbiao Qi Ping Gong Rong Xiao 14 133 0 16 Apr 2020
Structure-Level Knowledge Distillation For Multilingual Sequence Labeling Xinyu Wang Yong-jia Jiang Nguyen Bach Tao Wang Fei Huang Kewei Tu 28 36 0 08 Apr 2020
A Dataset of German Legal Documents for Named Entity Recognition Elena Leitner Georg Rehm J. Moreno-Schneider AILaw 6 51 0 29 Mar 2020
FedNER: Privacy-preserving Medical Named Entity Recognition with Federated Learning Suyu Ge Fangzhao Wu Chuhan Wu Tao Qi Yongfeng Huang Xing Xie 158 57 0 20 Mar 2020
Natural Language Processing Advancements By Deep Learning: A Survey A. Torfi Rouzbeh A. Shirvani Yaser Keneshloo Nader Tavvaf Edward A. Fox AI4CE VLM 83 215 0 02 Mar 2020
PhoBERT: Pre-trained language models for Vietnamese Dat Quoc Nguyen A. Nguyen 174 341 0 02 Mar 2020
Discontinuous Constituent Parsing with Pointer Networks Daniel Fernández-González Carlos Gómez-Rodríguez 27 19 0 05 Feb 2020
Self-attention-based BiGRU and capsule network for named entity recognition Jianfeng Deng Lianglun Cheng Zhuowei Wang 16 10 0 30 Jan 2020
An Efficient Architecture for Predicting the Case of Characters using Sequence Models Gopi Ramena D. Nagaraju Sukumar Moharana D. Mohanty Naresh Purre 12 7 0 30 Jan 2020
A multimodal deep learning approach for named entity recognition from social media M. Asgari-Chenaghlu M. Feizi-Derakhshi Leili Farzinvash M. Balafar C. Motamed 19 28 0 19 Jan 2020
Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study Jinlan Fu Pengfei Liu Qi Zhang Xuanjing Huang AI4CE 33 73 0 12 Jan 2020
Computationally Efficient NER Taggers with Combined Embeddings and Constrained Decoding Brian Lester Daniel Pressel Amy Hemmeter Sagnik Ray Choudhury 19 3 0 05 Jan 2020
A Neural Model for Text Localization, Transcription and Named Entity Recognition in Full Pages Manuel Carbonell Alicia Fornés M. Villegas Josep Lladós 27 47 0 20 Dec 2019
Linguistically Aided Speaker Diarization Using Speaker Role Information Nikolaos Flemotomos P. Georgiou Shrikanth Narayanan 25 2 0 18 Nov 2019
Error Analysis for Vietnamese Named Entity Recognition on Deep Neural Network Models Binh Duc Nguyen Kiet Van Nguyen Ngan Luu-Thuy Nguyen 28 7 0 17 Nov 2019
Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources Qianhui Wu Zijia Lin Guoxin Wang Hui Chen Börje F. Karlsson Biqing Huang Chin-Yew Lin 16 68 0 14 Nov 2019
Learning Sparse Sharing Architectures for Multiple Tasks Tianxiang Sun Yunfan Shao Xiaonan Li Pengfei Liu Hang Yan Xipeng Qiu Xuanjing Huang MoE 30 128 0 12 Nov 2019
Deep-Aligned Convolutional Neural Network for Skeleton-based Action Recognition and Segmentation Babak Hosseini Romain Montagne Barbara Hammer 29 22 0 12 Nov 2019
Generalizing Natural Language Analysis through Span-relation Representations Zhengbao Jiang Wenyuan Xu Jun Araki Graham Neubig 30 60 0 10 Nov 2019
Dice Loss for Data-imbalanced NLP Tasks Xiaoya Li Xiaofei Sun Yuxian Meng Junjun Liang Fei Wu Jiwei Li 50 566 0 07 Nov 2019
Hierarchical Contextualized Representation for Named Entity Recognition Ying Luo Fengshun Xiao Zhao Hai 27 129 0 06 Nov 2019
Graph Structured Prediction Energy Networks Colin Graber A. Schwing 13 17 0 31 Oct 2019
A Unified MRC Framework for Named Entity Recognition Xiaoya Li Jingrong Feng Yuxian Meng Qinghong Han Fei Wu Jiwei Li 34 629 0 25 Oct 2019
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models Vikas Yadav Steven Bethard 3DV 19 588 0 25 Oct 2019
Soft-Label Dataset Distillation and Text Dataset Distillation Ilia Sucholutsky Matthias Schonlau DD 33 131 0 06 Oct 2019
GENN: Predicting Correlated Drug-drug Interactions with Graph Energy Neural Networks Tengfei Ma Junyuan Shang Cao Xiao Jimeng Sun GNN 19 13 0 04 Oct 2019
Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations Christian Hadiwinoto Hwee Tou Ng Wee Chung Gan 22 83 0 01 Oct 2019
Language-Agnostic Syllabification with Neural Sequence Labeling Jacob Krantz Max W. Dulin P. Palma 33 13 0 29 Sep 2019
Using Chinese Glyphs for Named Entity Recognition Arijit Sehanobish Chan Hee Song 18 22 0 22 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 25 5 0 10 Sep 2019
Combining Spans into Entities: A Neural Two-Stage Approach for Recognizing Discontiguous Entities Bailin Wang Wei Lu 21 33 0 03 Sep 2019