Neural Architectures for Named Entity Recognition

4 March 2016

Papers citing "Neural Architectures for Named Entity Recognition"

50 / 1,167 papers shown

Title
On the Choice of Auxiliary Languages for Improved Sequence Tagging Lukas Lange Heike Adel Jannik Strötgen 27 5 0 19 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
ApplicaAI at SemEval-2020 Task 11: On RoBERTa-CRF, Span CLS and Whether Self-Training Helps Them Dawid Jurkiewicz Łukasz Borchmann Izabela Kosmala Filip Graliñski 22 40 0 16 May 2020
NAT: Noise-Aware Training for Robust Neural Sequence Labeling Marcin Namysl Sven Behnke Joachim Kohler NoLa 20 14 0 14 May 2020
Named Entity Recognition as Dependency Parsing Juntao Yu Bernd Bohnet Massimo Poesio 23 415 0 14 May 2020
An Evaluation of Recent Neural Sequence Tagging Models in Turkish Named Entity Recognition Gizem Aras Didem Makaroglu Seniz Demir Altan Cakir 16 30 0 14 May 2020
Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding Xinya Du Claire Cardie 30 101 0 13 May 2020
Learning Architectures from an Extended Search Space for Language Modeling Yinqiao Li Chi Hu Yuhao Zhang Nuo Xu Yufan Jiang Tong Xiao Jingbo Zhu Tongran Liu Changliang Li 21 10 0 06 May 2020
Soft Gazetteers for Low-Resource Named Entity Recognition Shruti Rijhwani Shuyan Zhou Graham Neubig J. Carbonell 18 41 0 04 May 2020
Code and Named Entity Recognition in StackOverflow Jeniya Tabassum Mounica Maddela Wei Xu Alan Ritter 59 115 0 04 May 2020
Efficient Second-Order TreeCRF for Neural Dependency Parsing Yu Zhang Zhenghua Li Min Zhang 6 104 0 03 May 2020
Sources of Transfer in Multilingual Named Entity Recognition David Mueller Nicholas Andrews Mark Dredze 28 20 0 02 May 2020
Spatial Dependency Parsing for Semi-Structured Document Information Extraction Wonseok Hwang Jinyeong Yim Seunghyun Park Sohee Yang Minjoon Seo 39 94 0 01 May 2020
Partially-Typed NER Datasets Integration: Connecting Practice to Theory Shi Zhi Liyuan Liu Yu Zhang Shiyin Wang Qi Li Chao Zhang Jiawei Han 12 4 0 01 May 2020
Bipartite Flat-Graph Network for Nested Named Entity Recognition Ying Luo Hai Zhao GNN 29 63 0 01 May 2020
Low Resource Multi-Task Sequence Tagging -- Revisiting Dynamic Conditional Random Fields Jonas Pfeiffer Edwin Simpson Iryna Gurevych 29 5 0 01 May 2020
Learning to Ask Screening Questions for Job Postings Baoxu Shi Shan Li Jaewon Yang Mustafa Emre Kazdagli Qi He 26 17 0 30 Apr 2020
Named Entity Recognition without Labelled Data: A Weak Supervision Approach Pierre Lison A. Hubin Jeremy Barnes Samia Touileb 21 110 0 30 Apr 2020
Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition Hiroki Ouchi Jun Suzuki Sosuke Kobayashi Sho Yokoi Tatsuki Kuribayashi Ryuto Konno Kentaro Inui 9 45 0 29 Apr 2020
Entity Candidate Network for Whole-Aware Named Entity Recognition Wendong He Yizhen Shao Pingjian Zhang 29 1 0 29 Apr 2020
DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu 24 51 0 28 Apr 2020
Extending Multilingual BERT to Low-Resource Languages Zihan Wang Karthikeyan K Stephen D. Mayhew Dan Roth VLM 22 127 0 28 Apr 2020
An Effective Transition-based Model for Discontinuous NER Xiang Dai Sarvnaz Karimi Ben Hachey Cécile Paris BDL MU MedIm 28 78 0 28 Apr 2020
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language Qianhui Wu Zijia Lin Börje F. Karlsson Jian-Guang Lou Biqing Huang 24 69 0 26 Apr 2020
GLUECoS : An Evaluation Benchmark for Code-Switched NLP Simran Khanuja Sandipan Dandapat A. Srinivasan Sunayana Sitaram Monojit Choudhury ELM 29 142 0 26 Apr 2020
Hierarchical Multi Task Learning with Subword Contextual Embeddings for Languages with Rich Morphology Arda Akdemir T. Shibuya Tunga Güngör 27 1 0 25 Apr 2020
How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence Haoxiang Zhong Chaojun Xiao Cunchao Tu Tianyang Zhang Zhiyuan Liu Maosong Sun AILaw 64 313 0 25 Apr 2020
A Rigorous Study on Named Entity Recognition: Can Fine-tuning Pretrained Model Lead to the Promised Land? Hongyu Lin Yaojie Lu Jialong Tang Xianpei Han Le Sun Zhicheng Wei Nicholas Jing Yuan 7 14 0 25 Apr 2020
FLAT: Chinese NER Using Flat-Lattice Transformer Xiaonan Li Hang Yan Xipeng Qiu Xuanjing Huang 44 390 0 24 Apr 2020
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling Zihan Liu Genta Indra Winata Peng Xu Pascale Fung 45 96 0 24 Apr 2020
Learning the grammar of drug prescription: recurrent neural network grammars for medication information extraction in clinical texts Ivan Lerner Jordan Jouffroy Anita Burgun A. Neuraz 27 9 0 24 Apr 2020
Keyphrase Prediction With Pre-trained Language Model R. Liu Zheng Lin Weiping Wang 20 17 0 22 Apr 2020
DIET: Lightweight Language Understanding for Dialogue Systems Tanja Bunk Daksh Varshneya Vladimir Vlasov Alan Nichol 27 160 0 21 Apr 2020
ktrain: A Low-Code Library for Augmented Machine Learning Arun S. Maiya 28 146 0 19 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 43 22 0 16 Apr 2020
TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition Bill Yuchen Lin Dong-Ho Lee Minghan Shen Ryan Rene Moreno Xiao Huang Prashant Shiralkar Xiang Ren 15 87 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 14 134 0 16 Apr 2020
Coreferential Reasoning Learning for Language Representation Deming Ye Yankai Lin Jiaju Du Zhenghao Liu Peng Li Maosong Sun Zhiyuan Liu 34 177 0 15 Apr 2020
TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories Giannis Karamanolakis Jun Ma Xin Luna Dong 8 64 0 15 Apr 2020
Incorporating Uncertain Segmentation Information into Chinese NER for Social Media Text Shengbin Jia Ling Ding Xiaojun Chen Shijia E Yang Xiang 6 3 0 14 Apr 2020
Annotating Social Determinants of Health Using Active Learning, and Characterizing Determinants Using Neural Event Extraction K. Lybarger Mari Ostendorf Meliha Yetisgen 26 68 0 11 Apr 2020
One Model to Recognize Them All: Marginal Distillation from NER Models with Different Tag Sets Keunwoo Peter Yu Yi Yang VLM 13 1 0 10 Apr 2020
Interpretability Analysis for Named Entity Recognition to Understand System Predictions and How They Can Improve Oshin Agarwal Yinfei Yang Byron C. Wallace A. Nenkova 9 37 0 09 Apr 2020
Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition Models Oshin Agarwal Yinfei Yang Byron C. Wallace A. Nenkova 17 23 0 08 Apr 2020
Self-Attention Gazetteer Embeddings for Named-Entity Recognition Stanislav Peshterliev Christophe Dupuy I. Kiss 13 8 0 08 Apr 2020
Structure-Level Knowledge Distillation For Multilingual Sequence Labeling Xinyu Wang Yong-jia Jiang Nguyen Bach Tao Wang Fei Huang Kewei Tu 35 36 0 08 Apr 2020
SciWING -- A Software Toolkit for Scientific Document Processing Abhinav Ramesh Kashyap Min-Yen Kan 21 5 0 08 Apr 2020
Speaker-change Aware CRF for Dialogue Act Classification Guokan Shang A. Tixier Michalis Vazirgiannis Jean-Pierre Lorré 14 15 0 06 Apr 2020
Building a Norwegian Lexical Resource for Medical Entity Recognition Ildikó Pilán P. Brekke Lilja Øvrelid 11 2 0 06 Apr 2020
GIANT: Scalable Creation of a Web-scale Ontology Bang Liu Weidong Guo Di Niu Jinwen Luo Chaoyue Wang Zhen Wen Yu-Syuan Xu 11 15 0 05 Apr 2020