Semi-supervised sequence tagging with bidirectional language models

29 April 2017

Papers citing "Semi-supervised sequence tagging with bidirectional language models"

43 / 93 papers shown

Title
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 25 312 0 04 Dec 2019
A Transformer-based approach to Irony and Sarcasm detection Rolandos Alexandros Potamias Georgios Siolas A. Stafylopatis 33 206 0 23 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 19 68 0 14 Nov 2019
Multi-Stage Document Ranking with BERT Rodrigo Nogueira Wei Yang Kyunghyun Cho Jimmy J. Lin 11 386 0 31 Oct 2019
FineText: Text Classification via Attention-based Language Model Fine-tuning Yunzhe Tao Saurabh Gupta Satyapriya Krishna Xiong Zhou Orchid Majumder Vineet Khare 21 3 0 25 Oct 2019
A Simple and Effective Model for Answering Multi-span Questions Elad Segal Avia Efrat Mor Shoham Amir Globerson Jonathan Berant KELM 25 30 0 29 Sep 2019
Improving Pre-Trained Multilingual Models with Vocabulary Expansion Hai Wang Dian Yu Kai Sun Jianshu Chen Dong Yu 30 41 0 26 Sep 2019
Memorizing All for Implicit Discourse Relation Recognition Hongxiao Bai Hai Zhao Junhan Zhao 19 10 0 29 Aug 2019
Shallow Syntax in Deep Water Swabha Swayamdipta Matthew E. Peters Brendan Roof Chris Dyer Noah A. Smith 18 10 0 29 Aug 2019
Real-world Conversational AI for Hotel Bookings Bai Li Nanyi Jiang Joey Sham Henry Shi Hussein Fazal 8 15 0 27 Aug 2019
Denoising based Sequence-to-Sequence Pre-training for Text Generation Liang Wang Wei-Ye Zhao Ruoyu Jia Sujian Li Jingming Liu VLM AI4CE 42 37 0 22 Aug 2019
Align, Mask and Select: A Simple Method for Incorporating Commonsense Knowledge into Language Representation Models Zhiquan Ye Qian Chen Wen Wang Zhenhua Ling 27 68 0 19 Aug 2019
Supervised Contextual Embeddings for Transfer Learning in Natural Language Processing Tasks Mihir Kale Aditya Siddhant Sreyashi Nag R. Parik Matthias Grabmair A. Tomasic SSL 32 5 0 28 Jun 2019
Variational Sequential Labelers for Semi-Supervised Learning Mingda Chen Qingming Tang Karen Livescu Kevin Gimpel SSL DRL BDL VLM 30 39 0 23 Jun 2019
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets Yifan Peng Shankai Yan Zhiyong Lu LM&MA AI4MH 15 830 0 13 Jun 2019
Extracting Symptoms and their Status from Clinical Conversations Nan Du Kai Chen Anjuli Kannan Linh Tran Yuhui Chen Izhak Shafran 20 68 0 05 Jun 2019
Converse Attention Knowledge Transfer for Low-Resource Named Entity Recognition Shengfei Lyu Linghao Sun Huixiong Yi Yong-jin Liu Huanhuan Chen Steven C. H. Hoi 21 0 0 04 Jun 2019
SECNLP: A Survey of Embeddings in Clinical Natural Language Processing Katikapalli Subramanyam Kalyan S. Sangeetha 17 82 0 04 Mar 2019
An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models Alexandra Chronopoulou Christos Baziotis Alexandros Potamianos CLL 25 129 0 27 Feb 2019
Learning protein sequence embeddings using information from structure Tristan Bepler Bonnie Berger 30 286 0 22 Feb 2019
Passage Re-ranking with BERT Rodrigo Nogueira Kyunghyun Cho OOD 13 1,065 0 13 Jan 2019
A Survey on Deep Learning for Named Entity Recognition J. Li Aixin Sun Jianglei Han Chenliang Li 3DV 22 1,139 0 22 Dec 2018
Combining neural and knowledge-based approaches to Named Entity Recognition in Polish Slawomir Dadas 30 6 0 26 Nov 2018
Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages V. Rudra Murthy Anoop Kunchukuttan P. Bhattacharyya 19 42 0 01 Nov 2018
Named Entity Analysis and Extraction with Uncommon Words Xiaoshi Zhong Min Zhang Jagath Rajapakse 18 1 0 16 Oct 2018
Neural Adaptation Layers for Cross-domain Named Entity Recognition Bill Yuchen Lin Wei Lu 21 92 0 15 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 80 93,140 0 11 Oct 2018
Multi-Task Learning for Domain-General Spoken Disfluency Detection in Dialogue Systems Igor Shalyminov Arash Eshghi Oliver Lemon 8 12 0 08 Oct 2018
Semi-Supervised Sequence Modeling with Cross-View Training Kevin Clark Minh-Thang Luong Christopher D. Manning Quoc V. Le SSL 11 333 0 22 Sep 2018
Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation Akiko Eriguchi Melvin Johnson Orhan Firat Hideto Kazawa Wolfgang Macherey 20 62 0 12 Sep 2018
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction Yi Luan Luheng He Mari Ostendorf Hannaneh Hajishirzi 67 667 0 29 Aug 2018
Dissecting Contextual Word Embeddings: Architecture and Representation Matthew E. Peters Mark Neumann Luke Zettlemoyer Wen-tau Yih 35 426 0 27 Aug 2018
NCRF++: An Open-source Neural Sequence Labeling Toolkit Jie Yang Yue Zhang 61 188 0 14 Jun 2018
Design Challenges and Misconceptions in Neural Sequence Labeling Jie Yang Shuailong Liang Yue Zhang 120 161 0 12 Jun 2018
Robust Lexical Features for Improved Neural Network Named-Entity Recognition Abbas Ghaddar Philippe Langlais OffRL 15 86 0 09 Jun 2018
Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples Vidur Joshi Matthew E. Peters Mark Hopkins CLL 27 94 0 16 May 2018
Hybrid semi-Markov CRF for Neural Sequence Labeling Zhiquan Ye Zhenhua Ling 25 57 0 10 May 2018
Construction of the Literature Graph in Semantic Scholar Bridger Waleed Ammar Dirk Groeneveld Chandra Bhagavatula Iz Beltagy Miles Crawford ... Lucy Lu Wang Christopher Wilhelm Zheng Yuan Madeleine van Zuylen Oren Etzioni GNN 36 389 0 06 May 2018
Zero-shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens Marek Rei Anders Søgaard 25 53 0 06 May 2018
Chinese NER Using Lattice LSTM Yue Zhang Jie Yang 24 666 0 05 May 2018
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling Liyuan Liu Xiang Ren Jingbo Shang Jian-wei Peng Jiawei Han 25 44 0 20 Apr 2018
AllenNLP: A Deep Semantic Natural Language Processing Platform Matt Gardner Joel Grus Mark Neumann Oyvind Tafjord Pradeep Dasigi Nelson F. Liu Matthew E. Peters Michael Schmitz Luke Zettlemoyer VLM 28 1,278 0 20 Mar 2018
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 35 2,824 0 09 Aug 2017