Semi-supervised Multitask Learning for Sequence Labeling

24 April 2017

Papers citing "Semi-supervised Multitask Learning for Sequence Labeling"

50 / 89 papers shown

Title
Ensemble Learning for Large Language Models in Text and Code Generation: A Survey Mari Ashiga Wei Jie Fan Wu Vardan K. Voskanyan Fateme Dinmohammadi P. Brookes Jingzhi Gong Zheng Wang 271 5 0 13 Mar 2025
Sparks of Large Audio Models: A Survey and Outlook S. Latif Moazzam Shoukat Fahad Shamshad Muhammad Usama Yi Ren ... Wenwu Wang Xulong Zhang Roberto Togneri Xiaoshi Zhong Björn W. Schuller LM&MA AuLLM 521 49 0 24 Aug 2023
Assessing Phrase Break of ESL Speech with Pre-trained Language Models and Large Language ModelsInterspeech (Interspeech), 2023 Zhiyi Wang Shaoguang Mao Wenshan Wu Yan Xia Yan Deng Jonathan Tien 119 7 0 08 Jun 2023
Learning Multitask Gaussian Bayesian Networks Shuai Liu Yixuan Qiu Baojuan Li Huaning Wang Xiangyu Chang 216 2 0 11 May 2022
In Situ Answer Sentence Selection at Web-scaleInternational Conference on Information and Knowledge Management (CIKM), 2022 Zeyu Zhang Thuy Vu Alessandro Moschitti 138 4 0 16 Jan 2022
PCA-based Multi Task Learning: a Random Matrix ApproachInternational Conference on Machine Learning (ICML), 2021 Malik Tiomoko Romain Couillet Frédéric Pascal 140 6 0 01 Nov 2021
Multi-Task Learning in Natural Language Processing: An Overview Shijie Chen Yu Zhang Qiang Yang AIMat 227 154 0 19 Sep 2021
Exploring the Capacity of a Large-scale Masked Language Model to Recognize Grammatical ErrorsFindings (Findings), 2021 Ryo Nagata Manabu Kimura Kazuaki Hanawa 82 6 0 27 Aug 2021
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 229 351 0 22 Mar 2021
A Survey on Deep Semi-supervised LearningIEEE Transactions on Knowledge and Data Engineering (TKDE), 2021 Xiangli Yang Zixing Song Irwin King Zenglin Xu 303 730 0 28 Feb 2021
Structural Information Preserving for Graph-to-Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Linfeng Song Ante Wang Jinsong Su Yue Zhang Kun Xu Yubin Ge Dong Yu 200 57 0 12 Feb 2021
Recent Trends in Named Entity Recognition (NER) Aryan Roy 182 42 0 25 Jan 2021
Data-Efficient Methods for Dialogue Systems Igor Shalyminov 152 1 0 05 Dec 2020
Re-framing Incremental Deep Language Models for Dialogue Processing with Multi-task LearningInternational Conference on Computational Linguistics (COLING), 2020 Morteza Rohanian Julian Hough CLL 76 11 0 13 Nov 2020
A Survey on Recent Advances in Sequence Labeling from Deep Learning Models Zhiyong He Zanbo Wang Wei Wei Shanshan Feng Xian-Ling Mao Sheng Jiang VLM 168 35 0 13 Nov 2020
Improving Robotic Grasping on Monocular Images Via Multi-Task Learning and Positional Loss William Prew T. Breckon M. Bordewich Ulrik R Beierholm 153 8 0 05 Nov 2020
MTLB-STRUCT @PARSEME 2020: Capturing Unseen Multiword Expressions Using Multi-task Learning and Pre-trained Masked Language Models Shiva Taslimipoor S. Bahaadini E. Kochmar 91 27 0 04 Nov 2020
Seeing Both the Forest and the Trees: Multi-head Attention for Joint Classification on Different Compositional LevelsInternational Conference on Computational Linguistics (COLING), 2020 Miruna Pislar Marek Rei 161 4 0 01 Nov 2020
Toward Micro-Dialect Identification in Diaglossic and Code-Switched EnvironmentsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Muhammad Abdul-Mageed Chiyu Zhang AbdelRahim Elmadany Lyle Ungar 245 10 0 10 Oct 2020
Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction M. Chen Tao Ge Xingxing Zhang Furu Wei M. Zhou 179 47 0 07 Oct 2020
Adversarial Semi-Supervised Multi-Domain Tracking Kourosh Meshgi Maryam Sadat Mirzaei 114 1 0 30 Sep 2020
Recent Trends in the Use of Deep Learning Models for Grammar Error Handling Mina Naghshnejad Tarun Joshi V. Nair VLM 100 7 0 04 Sep 2020
Small Towers Make Big Differences Yuyan Wang Zhe Zhao Bo Dai Christopher Fifty Dong Lin Lichan Hong Ed H. Chi 166 10 0 13 Aug 2020
Weakly Supervised POS Taggers Perform Poorly on Truly Low-Resource LanguagesAAAI Conference on Artificial Intelligence (AAAI), 2020 Katharina Kann Ophélie Lacroix Anders Søgaard 132 21 0 28 Apr 2020
Dual Learning for Semi-Supervised Natural Language UnderstandingIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2020 Su Zhu Ruisheng Cao Kai Yu 267 36 0 26 Apr 2020
DiaNet: BERT and Hierarchical Attention Multi-Task Learning of Fine-Grained Dialect Muhammad Abdul-Mageed Chiyu Zhang AbdelRahim Elmadany Arun Rajendran Lyle Ungar 91 4 0 31 Oct 2019
Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Usama Yaseen Pankaj Gupta Hinrich Schütze 91 5 0 08 Oct 2019
Gated Task Interaction Framework for Multi-task Sequence TaggingIEEE International Joint Conference on Neural Network (IJCNN), 2019 Isaac. K. E. Ampomah S. McClean Zhiwei Lin G. Hawe 67 1 0 29 Sep 2019
Slice-based Learning: A Programming Model for Residual Learning in Critical Data SlicesNeural Information Processing Systems (NeurIPS), 2019 V. Chen Sen Wu Zhenzhen Weng Alexander Ratner Christopher Ré 198 56 0 13 Sep 2019
Multi-Task Bidirectional Transformer Representations for Irony DetectionFire (FIRE), 2019 Chiyu Zhang Muhammad Abdul-Mageed 148 15 0 08 Sep 2019
Encode, Tag, Realize: High-Precision Text EditingConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Eric Malmi Sebastian Krause S. Rothe Daniil Mirylenka Aliaksei Severyn 3DV 189 181 0 03 Sep 2019
Multi-Task Learning with Language Modeling for Question GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Wenjie Zhou Minghua Zhang Yunfang Wu 121 34 0 30 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 144 27 0 24 Aug 2019
Detecting semantic anomaliesAAAI Conference on Artificial Intelligence (AAAI), 2019 Faruk Ahmed Aaron Courville 271 89 0 13 Aug 2019
Cross-Lingual Transfer for Distantly Supervised and Low-resources Indonesian NERConference on Intelligent Text Processing and Computational Linguistics (CICLing), 2019 Fariz Ikhwantri 82 3 0 25 Jul 2019
Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue SystemsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Paweł Budzianowski Ivan Vulić 194 327 0 12 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
Variational Sequential Labelers for Semi-Supervised LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Mingda Chen Qingming Tang Karen Livescu Kevin Gimpel SSL DRL BDL VLM 153 39 0 23 Jun 2019
Context is Key: Grammatical Error Detection with Contextual Word Representations Samuel J. Bell H. Yannakoudakis Marek Rei 154 46 0 15 Jun 2019
GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence LabelingAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Yanjun Liu Fandong Meng Jinchao Zhang Jinan Xu Jinan Xu Jie Zhou 136 94 0 06 Jun 2019
Detecting Local Insights from Global Labels: Supervised & Zero-Shot Sequence Labeling via a Convolutional DecompositionInternational Conference on Computational Logic (ICCL), 2019 A. Schmaltz 206 10 0 04 Jun 2019
Controllable Paraphrase Generation with a Syntactic ExemplarAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Mingda Chen Qingming Tang Sam Wiseman Kevin Gimpel BDL 145 114 0 03 Jun 2019
How to Fine-Tune BERT for Text Classification?China National Conference on Chinese Computational Linguistics (CCL), 2019 Chi Sun Xipeng Qiu Yige Xu Xuanjing Huang 308 1,666 0 14 May 2019
Using Context Information to Enhance Simple Question AnsweringWorld wide web (Bussum) (WWWB), 2019 Lin Li Mengjing Zhang Zhaohui Chao Jianwen Xiang 88 14 0 27 Apr 2019
Multi-Head Multi-Layer Attention to Deep Language Representations for Grammatical Error Detection Masahiro Kaneko Mamoru Komachi 92 31 0 15 Apr 2019
Issue Framing in Online Discussion Fora Mareike Hartmann Tallulah Jansen Isabelle Augenstein Anders Søgaard 149 21 0 08 Apr 2019
Multi-task Learning for Chinese Word Usage Errors Detection Jinbin Zhang Heng Wang 119 1 0 03 Apr 2019
A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations Mingda Chen Qingming Tang Sam Wiseman Kevin Gimpel DRL 207 80 0 02 Apr 2019
Better, Faster, Stronger Sequence Tagging Constituent ParsersNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019 David Vilares Mostafa Abdou Anders Søgaard 264 23 0 28 Feb 2019
Multi-Task Learning with Contextualized Word Representations for Extented Named Entity Recognition Thai-Hoang Pham Khai Mai M. T. Nguyen Nguyen Tuan Duc Danushka Bollegala Ryohei Sasano Satoshi Sekine 161 4 0 26 Feb 2019