Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning.
Proceedings of the 29th International Conference on Computational Linguistics, 2022
MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Knowledge Based Multilingual Language Model.
CoRR, 2021
MELM: Data Augmentation with Masked Entity Language Modeling for Cross-lingual NER.
CoRR, 2021
Overview of Argumentative Text Understanding for AI Debater Challenge.
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Proceedings of the Natural Language Processing and Chinese Computing, 2021
Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-Switching.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Bootstrapped Unsupervised Sentence Representation Learning.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
An Unsupervised Sentence Embedding Method byMutual Information Maximization.
CoRR, 2020
Feature Adaptation of Pre-Trained Language Models across Languages and Domains for Text Classification.
CoRR, 2020
Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
An Unsupervised Sentence Embedding Method by Mutual Information Maximization.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Effective Attention Modeling for Aspect-Level Sentiment Classification.
Proceedings of the 27th International Conference on Computational Linguistics, 2018
Exploiting Document Knowledge for Aspect-level Sentiment Classification.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
An Unsupervised Neural Attention Model for Aspect Extraction.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017