Semi-Supervised Sequence Modeling with Cross-View Training

22 September 2018

Kevin Clark

Minh-Thang Luong

Christopher D. Manning

Quoc V. Le

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Papers citing "Semi-Supervised Sequence Modeling with Cross-View Training"

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ZeroVO: Visual Odometry with Minimal AssumptionsComputer Vision and Pattern Recognition (CVPR), 2025 Lei Lai Zekai Yin Eshed Ohn-Bar VGen 161 2 0 09 Jun 2025
Multi-Scale and Multi-Objective Optimization for Cross-Lingual Aspect-Based Sentiment Analysis Chengyan Wu Bolei Ma Ningyuan Deng Yanqing He Yun Xue 220 0 0 20 Feb 2025
Fine-tuning Large Language Models with Limited Data: A Survey and Practical Guide Márton Szép Daniel Rueckert Rüdiger von Eisenhart-Rothe Florian Hinterwimmer SyDa ALM 489 6 0 14 Nov 2024
CSSL: Contrastive Self-Supervised Learning for Dependency Parsing on Relatively Free Word Ordered and Morphologically Rich Low Resource LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Pretam Ray Jivnesh Sandhan Amrith Krishna Pawan Goyal 151 0 0 09 Oct 2024
Interactive Machine Teaching by Labeling Rules and InstancesTransactions of the Association for Computational Linguistics (TACL), 2024 Giannis Karamanolakis Daniel J. Hsu Luis Gravano 179 2 0 08 Sep 2024
MS2SL: Multimodal Spoken Data-Driven Continuous Sign Language Production Jian Ma Wenguan Wang Yi Yang Feng Zheng 270 7 0 04 Jul 2024
Instruction Tuning With Loss Over InstructionsNeural Information Processing Systems (NeurIPS), 2024 Zhengyan Shi Adam X. Yang Bin Wu Laurence Aitchison Emine Yilmaz Aldo Lipani ALM 205 33 0 23 May 2024
Generative Artificial Intelligence: A Systematic Review and Applications S. S. Sengar Affan Bin Hasan Sanjay Kumar Fiona Carroll MedIm 237 196 0 17 May 2024
Noise-Aware Training of Layout-Aware Language Models Ritesh Sarkhel Xiaoqi Ren Lauro Beltrao Costa Guolong Su Vincent Perot Yanan Xie Emmanouil Koukoumidis Arnab Nandi VLM 181 0 0 30 Mar 2024
ELLEN: Extremely Lightly Supervised Learning For Efficient Named Entity Recognition Haris Riaz Razvan-Gabriel Dumitru Mihai Surdeanu MU 283 0 0 26 Mar 2024
Progressive Feature Adjustment for Semi-supervised Learning from Pretrained Models Hai-Ming Xu Lingqiao Liu Hao Chen Ehsan Abbasnejad Rafael Felix 144 0 0 09 Sep 2023
Knowledge Distillation-Empowered Digital Twin for Anomaly Detection Qinghua Xu Sajid Ali T. Yue Zaimovic Nedim Inderjeet Singh 105 10 0 08 Sep 2023
FLamE: Few-shot Learning from Natural Language ExplanationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yangqiaoyu Zhou Yiming Zhang Chenhao Tan LRM FAtt 233 13 0 13 Jun 2023
Universal Self-Adaptive PromptingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Xingchen Wan Ruoxi Sun Hootan Nakhost H. Dai Julian Martin Eisenschlos Sercan O. Arik Tomas Pfister LRM 182 13 0 24 May 2023
Rethinking Semi-supervised Learning with Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Zhengxiang Shi Francesco Tonolini Nikolaos Aletras Emine Yilmaz G. Kazai Yunlong Jiao 246 23 0 22 May 2023
ESimCSE Unsupervised Contrastive Learning Jointly with UDA Semi-Supervised Learning for Large Label System Text Classification Mode Ruan Lu Zhou Hangcheng Ran Meng Zhao Jin Qin JiaoYu Wei Feng Wang ChenZi 182 1 0 19 Apr 2023
Uncertainty-aware Self-training for Low-resource Neural Sequence LabelingAAAI Conference on Artificial Intelligence (AAAI), 2023 Jiadong Wang Chengyu Wang Jun Huang Ming Gao Aoying Zhou BDL UQLM NoLa 241 5 0 17 Feb 2023
AutoWS: Automated Weak Supervision Framework for Text Classification Abhinav Bohra Huy-Thanh Nguyen Devashish Khatwani NoLa 123 0 0 07 Feb 2023
Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure ParsingTransactions of the Association for Computational Linguistics (TACL), 2023 Han He Jinho Choi 177 4 0 05 Feb 2023
Domain Generalization Emerges from Dreaming Hwan Heo Youngjin Oh Jaewon Lee Hyunwoo J. Kim 165 2 0 02 Feb 2023
ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Zhao Li Xuebo Liu Yang Li Lidia S. Chao Min Zhang CLL 166 15 0 08 Dec 2022
GNN-SL: Sequence Labeling Based on Nearest Examples via GNNAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Shuhe Wang Yuxian Meng Rongbin Ouyang Jiwei Li Tianwei Zhang Lingjuan Lyu Guoyin Wang 199 13 0 05 Dec 2022
ConNER: Consistency Training for Cross-lingual Named Entity RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ran Zhou Xin Li Lidong Bing Xiaoshi Zhong Luo Si Steven C. H. Hoi 137 20 0 17 Nov 2022
Learning New Tasks from a Few Examples with Soft-Label PrototypesWorkshop on Representation Learning for NLP (RepL4NLP), 2022 Avyav Kumar Singh Ekaterina Shutova H. Yannakoudakis VLM 230 2 0 31 Oct 2022
MTet: Multi-domain Translation for English and Vietnamese C. Ngo Trieu H. Trinh Long Phan H. Tran Tai Dang Hieu Duy Nguyen Minh Le Nguyen Minh-Thang Luong VLM 175 11 0 11 Oct 2022
Label-Efficient Self-Training for Attribute Extraction from Semi-Structured Web Documents Ritesh Sarkhel Binxuan Huang Colin Lockard Prashant Shiralkar 161 3 0 27 Aug 2022
Exploiting Unlabeled Data for Target-Oriented Opinion Words ExtractionInternational Conference on Computational Linguistics (COLING), 2022 Yidong Wang Hao Wu Ao Liu Wenxin Hou Zhen Wu Yongfeng Zhang T. Shinozaki Manabu Okumura Yue Zhang 161 3 0 17 Aug 2022
USB: A Unified Semi-supervised Learning Benchmark for ClassificationNeural Information Processing Systems (NeurIPS), 2022 Yidong Wang Hao Chen Yue Fan Wangbin Sun R. Tao ... T. Shinozaki Bernt Schiele Yongfeng Zhang Xingxu Xie Yue Zhang 278 135 0 12 Aug 2022
Progressive Class Semantic Matching for Semi-supervised Text ClassificationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Hai-Ming Xu Lingqiao Liu Ehsan Abbasnejad VLM 123 12 0 20 May 2022
MuCPAD: A Multi-Domain Chinese Predicate-Argument DatasetNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Yahui Liu Hao Yang Chen Gong Qingrong Xia Zhenghua Li Hao Fei 123 1 0 13 May 2022
AdMix: A Mixed Sample Data Augmentation Method for Neural Machine TranslationInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Chang-Hu Jin Shigui Qiu Nini Xiao Hao Jia 136 8 0 10 May 2022
Prompt Consistency for Zero-Shot Task GeneralizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Chunting Zhou Junxian He Xuezhe Ma Taylor Berg-Kirkpatrick Graham Neubig VLM 305 85 0 29 Apr 2022
Robust Self-Augmentation for Named Entity Recognition with Meta ReweightingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Linzhi Wu Pengjun Xie Jie Zhou Meishan Zhang Chunping Ma Guangwei Xu Min Zhang 171 25 0 25 Apr 2022
PICT@DravidianLangTech-ACL2022: Neural Machine Translation On Dravidian Languages Aditya Vyawahare Rahul Tangsali Aditya Mandke Onkar Litake Dipali M. Kadam 165 11 0 19 Apr 2022
ANNA: Enhanced Language Representation for Question AnsweringWorkshop on Representation Learning for NLP (RepL4NLP), 2022 Changwook Jun Hansol Jang Myoseop Sim Hyun Kim Jooyoung Choi Kyungkoo Min Kyunghoon Bae 193 8 0 28 Mar 2022
Interpretable Research Replication Prediction via Variational Contextual Consistency Sentence MaskingFindings (Findings), 2022 Tianyi Luo Rui Meng Xinze Wang Yongxu Liu 145 4 0 28 Mar 2022
Geometry-Aware Supertagging with Heterogeneous Dynamic Convolutions Konstantinos Kogkalidis M. Moortgat 181 10 0 23 Mar 2022
Models and Datasets for Cross-Lingual SummarisationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Laura Perez-Beltrachini Mirella Lapata 179 52 0 19 Feb 2022
Schema-Free Dependency Parsing via Sequence Generation Boda Lin Zijun Yao Jiaxin Shi S. Cao Binghao Tang Si Li Yong Luo Juanzi Li Lei Hou 118 0 0 28 Jan 2022
Systematic Investigation of Strategies Tailored for Low-Resource Settings for Low-Resource Dependency ParsingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Jivnesh Sandhan Laxmidhar Behera Pawan Goyal 130 2 0 27 Jan 2022
Multilingual and Multilabel Emotion Recognition using Virtual Adversarial Training Vikram Gupta 165 5 0 11 Nov 2021
The Rich Get Richer: Disparate Impact of Semi-Supervised LearningInternational Conference on Learning Representations (ICLR), 2021 Zhaowei Zhu Tianyi Luo Yang Liu 457 42 0 12 Oct 2021
Investigation on Data Adaptation Techniques for Neural Named Entity RecognitionAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Evgeniia Tokarchuk David Thulke Weiyue Wang Christian Dugast Hermann Ney 124 2 0 12 Oct 2021
Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP Zhijing Jin Julius von Kügelgen Jingwei Ni Tejas Vaidhya Ayush Kaushal Mrinmaya Sachan Bernhard Schoelkopf CML 228 36 0 07 Oct 2021
Instance-Based Neural Dependency Parsing Hiroki Ouchi Jun Suzuki Sosuke Kobayashi Sho Yokoi Tatsuki Kuribayashi Masashi Yoshikawa Kentaro Inui 139 3 0 28 Sep 2021
Something Old, Something New: Grammar-based CCG Parsing with Transformer Models S. Clark 3DV GNN 116 11 0 21 Sep 2021
Revisiting Tri-training of Dependency Parsers Joachim Wagner Jennifer Foster 125 2 0 16 Sep 2021
Rethinking Negative Sampling for Handling Missing Entity AnnotationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Yangming Li Lemao Liu Shuming Shi 232 14 0 26 Aug 2021
Noisy Channel Language Model Prompting for Few-Shot Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Sewon Min Michael Lewis Hannaneh Hajishirzi Luke Zettlemoyer VLM 278 232 0 09 Aug 2021
Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Gangwoo Kim Hyunjae Kim Jungsoo Park Jaewoo Kang 165 42 0 22 Jun 2021