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 / 275 papers shown

Title
Simpler is better: Multilevel Abstraction with Graph Convolutional Recurrent Neural Network Cells for Traffic Prediction Naghmeh Shafiee Roudbari Zachary Patterson Ursula Eicker Charalambos (Charis) Poullis GNN AI4TS 13 2 0 08 Sep 2022
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning Sheng Zhang Hao Cheng Jianfeng Gao Hoifung Poon 33 47 0 30 Aug 2022
FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition Linyi Yang Lifan Yuan Leyang Cui Wen Gao Yue Zhang 29 15 0 24 Aug 2022
An Embarrassingly Easy but Strong Baseline for Nested Named Entity Recognition Hang Yan Yu Sun Xiaonan Li Xipeng Qiu 30 28 0 09 Aug 2022
ANEC: An Amharic Named Entity Corpus and Transformer Based Recognizer Ebrahim Chekol Jibril A. C. Tantuğ 30 7 0 02 Jul 2022
Multi-features based Semantic Augmentation Networks for Named Entity Recognition in Threat Intelligence Peipei Liu Hong Li Zuoguang Wang Jie Liu Yimo Ren Hongsong Zhu 24 7 0 01 Jul 2022
Teacher Perception of Automatically Extracted Grammar Concepts for L2 Language Learning Aditi Chaudhary Arun Sampath Ashwin Sheshadri Antonios Anastasopoulos Graham Neubig AI4Ed 30 2 0 10 Jun 2022
FinBERT-MRC: financial named entity recognition using BERT under the machine reading comprehension paradigm Yuzhe Zhang Hong Zhang 48 27 0 31 May 2022
Transition-based Semantic Role Labeling with Pointer Networks Daniel Fernández-González 21 5 0 20 May 2022
Towards Computationally Feasible Deep Active Learning Akim Tsvigun Artem Shelmanov Gleb Kuzmin Leonid Sanochkin Daniil Larionov Gleb Gusev Manvel Avetisian L. Zhukov 32 15 0 07 May 2022
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion Xiang Chen Ningyu Zhang Lei Li Shumin Deng Chuanqi Tan Changliang Xu Fei Huang Luo Si Huajun Chen 20 127 0 04 May 2022
HiNER: A Large Hindi Named Entity Recognition Dataset Rudra Murthy Pallab Bhattacharjee R. Sharnagat Jyotsana Khatri Diptesh Kanojia P. Bhattacharyya 37 14 0 28 Apr 2022
Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting Linzhi Wu Pengjun Xie Jie Zhou Meishan Zhang Chunping Ma Guangwei Xu Min Zhang 35 21 0 25 Apr 2022
Financial data analysis application via multi-strategy text processing Hongyin Zhu 25 7 0 25 Apr 2022
Nested Named Entity Recognition as Holistic Structure Parsing Yifei Yang Z. Li Hai Zhao 25 0 0 17 Apr 2022
Neural Structured Prediction for Inductive Node Classification Meng Qu Huiyu Cai Jian Tang BDL GNN 13 18 0 15 Apr 2022
Decomposed Meta-Learning for Few-Shot Named Entity Recognition Tingting Ma Huiqiang Jiang Qianhui Wu T. Zhao Chin-Yew Lin 30 58 0 12 Apr 2022
Delving Deep into Regularity: A Simple but Effective Method for Chinese Named Entity Recognition Yingjie Gu Xiaoye Qu Zhefeng Wang Yitao Zheng Baoxing Huai N. Yuan 18 29 0 12 Apr 2022
Multilinguals at SemEval-2022 Task 11: Transformer Based Architecture for Complex NER Amit Pandey Swayatta Daw Vikram Pudi 22 3 0 05 Apr 2022
A Part-of-Speech Tagger for Yiddish S. Kulick Neville Ryant Beatrice Santorini Joel C. Wallenberg Assaf Urieli 21 0 0 03 Apr 2022
Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging Yutai Hou Cheng Chen Xianzhen Luo Bo-wen Li Wanxiang Che BDL 19 21 0 02 Apr 2022
A Dual-Contrastive Framework for Low-Resource Cross-Lingual Named Entity Recognition Yingwen Fu Nankai Lin Ziyu Yang Shengyi Jiang 24 4 0 02 Apr 2022
$k$ NN-NER: Named Entity Recognition with Nearest Neighbor Search Shuhe Wang Xiaoya Li Yuxian Meng Tianwei Zhang Rongbin Ouyang Jiwei Li Guoyin Wang 29 11 0 31 Mar 2022
Automated Attack Synthesis by Extracting Finite State Machines from Protocol Specification Documents Maria Leonor Pacheco Max von Hippel Ben Weintraub Dan Goldwasser Cristina Nita-Rotaru 19 30 0 18 Feb 2022
A Survey on Programmatic Weak Supervision Jieyu Zhang Cheng-Yu Hsieh Yue Yu Chao Zhang Alexander Ratner 24 91 0 11 Feb 2022
WebFormer: The Web-page Transformer for Structure Information Extraction Qifan Wang Yi Fang Anirudh Ravula Fuli Feng Xiaojun Quan Dongfang Liu ViT 149 65 0 01 Feb 2022
Boosting Entity Mention Detection for Targetted Twitter Streams with Global Contextual Embeddings Satadisha Saha Bhowmick Eduard Constantin Dragut W. Meng 19 5 0 28 Jan 2022
Annotating the Tweebank Corpus on Named Entity Recognition and Building NLP Models for Social Media Analysis Hang Jiang Yining Hua Doug Beeferman Dwaipayan Roy 35 23 0 18 Jan 2022
MAVE: A Product Dataset for Multi-source Attribute Value Extraction Li Yang Qifan Wang Zac Yu Anand Kulkarni Sumit Sanghai Bin Shu Jonathan L. Elsas Bhargav Kanagal 21 67 0 16 Dec 2021
ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition Xinyu Wang Min Gui Yong-jia Jiang Zixia Jia Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 44 52 0 13 Dec 2021
Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF Su Zhu Lu Chen Ruisheng Cao Zhi Chen Qingliang Miao Kai Yu 21 2 0 09 Dec 2021
Scaling Structured Inference with Randomization Yao Fu John P. Cunningham Mirella Lapata BDL 32 2 0 07 Dec 2021
NER-BERT: A Pre-trained Model for Low-Resource Entity Tagging Zihan Liu Feijun Jiang Yuxiang Hu Chen Shi Pascale Fung 22 37 0 01 Dec 2021
KARL-Trans-NER: Knowledge Aware Representation Learning for Named Entity Recognition using Transformers Avi Chawla Nidhi Mulay Vikas Bishnoi Gaurav Dhama ViT 19 2 0 30 Nov 2021
Temporal Effects on Pre-trained Models for Language Processing Tasks Oshin Agarwal A. Nenkova VLM 25 53 0 24 Nov 2021
Enhanced Language Representation with Label Knowledge for Span Extraction Pan Yang Xin Cong Zhenyu Sun Xingwu Liu 22 28 0 01 Nov 2021
Part & Whole Extraction: Towards A Deep Understanding of Quantitative Facts for Percentages in Text Lei Fang Jian-Guang Lou 25 4 0 26 Oct 2021
Interpreting Deep Learning Models in Natural Language Processing: A Review Xiaofei Sun Diyi Yang Xiaoya Li Tianwei Zhang Yuxian Meng Han Qiu Guoyin Wang Eduard H. Hovy Jiwei Li 17 44 0 20 Oct 2021
Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning Xinghua Zhang Yu Bowen Tingwen Liu Zhenyu Zhang Shuaiyi Nie Mengge Xue Hongbo Xu 16 21 0 09 Oct 2021
Named Entity Recognition and Classification on Historical Documents: A Survey Maud Ehrmann Ahmed Hamdi Elvys Linhares Pontes Matteo Romanello A. Doucet 63 108 0 23 Sep 2021
WRENCH: A Comprehensive Benchmark for Weak Supervision Jieyu Zhang Yue Yu Yinghao Li Yujing Wang Yaming Yang Mao Yang Alexander Ratner 22 110 0 23 Sep 2021
reproducing "ner and pos when nothing is capitalized" Andreas Kuster Jakub Filipek Viswa Virinchi Muppirala 18 0 0 17 Sep 2021
CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning Sarkar Snigdha Sarathi Das Arzoo Katiyar R. Passonneau Rui Zhang 18 141 0 15 Sep 2021
Low-Resource Named Entity Recognition Based on Multi-hop Dependency Trigger Jiang Wu 21 0 0 15 Sep 2021
Cross-document Event Identity via Dense Annotation Adithya Pratapa Zhengzhong Liu Kimihiro Hasegawa Linwei Li Yukari Yamakawa Shikun Zhang Teruko Mitamura 6 2 0 14 Sep 2021
Packed Levitated Marker for Entity and Relation Extraction Deming Ye Yankai Lin Peng Li Maosong Sun 141 106 0 13 Sep 2021
AutoTriggER: Label-Efficient and Robust Named Entity Recognition with Auxiliary Trigger Extraction Dong-Ho Lee Ravi Kiran Selvam Sheikh Muhammad Sarwar Bill Yuchen Lin Fred Morstatter Jay Pujara Elizabeth Boschee James Allan Xiang Ren 31 2 0 10 Sep 2021
Identifying Morality Frames in Political Tweets using Relational Learning Shamik Roy Maria Leonor Pacheco Dan Goldwasser 37 41 0 09 Sep 2021
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting Xiang Chen Lei Li Shumin Deng Chuanqi Tan Changliang Xu Fei Huang Luo Si Huajun Chen Ningyu Zhang VLM 34 65 0 31 Aug 2021
Learning Energy-Based Approximate Inference Networks for Structured Applications in NLP Lifu Tu BDL 35 0 0 27 Aug 2021