Using distributional thesaurus to enhance transformer-based contextualized representations for low resource languages

Author:

Venkatesh Gopalakrishnan1,Jana Abhik2,Remus Steffen2,Sevgili Özge2,Srinivasaraghavan Gopalakrishnan1,Biemann Chris2

Affiliation:

1. International Institute of Information Technology Bangalore

2. Universität Hamburg

Funder

Deutsche Forschungsgemeinschaft (DFG)

Publisher

ACM

Reference49 articles.

1. Md Shad Akhtar , Ayush Kumar , Asif Ekbal , and Pushpak Bhattacharyya . 2016 . A Hybrid Deep Learning Architecture for Sentiment Analysis . In Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers. The COLING 2016 Organizing Committee , Osaka, Japan, 482--493. https://aclanthology.org/C16-1047 Md Shad Akhtar, Ayush Kumar, Asif Ekbal, and Pushpak Bhattacharyya. 2016. A Hybrid Deep Learning Architecture for Sentiment Analysis. In Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers. The COLING 2016 Organizing Committee, Osaka, Japan, 482--493. https://aclanthology.org/C16-1047

2. M Anand Kumar , Shivkaran Singh , B Kavirajan , and KP Soman . 2018 . DPLL@FIRE 2016: Overview of shared task on detecting paraphrases in Indian Languages (DPIL) . In CEUR Workshop Proceedings. 233--238 . http://ceur-ws.org/Vol-1737/T6-1.pdf M Anand Kumar, Shivkaran Singh, B Kavirajan, and KP Soman. 2018. DPLL@FIRE 2016: Overview of shared task on detecting paraphrases in Indian Languages (DPIL). In CEUR Workshop Proceedings. 233--238. http://ceur-ws.org/Vol-1737/T6-1.pdf

3. MeriemBeloucif and Chris Biemanns . 2021 . Probing Pre-trained Language Models for Semantic Attributes and their Values . In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, Online and in the Dominican Republic. MeriemBeloucif and Chris Biemanns. 2021. Probing Pre-trained Language Models for Semantic Attributes and their Values. In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, Online and in the Dominican Republic.

4. Chris Biemann , Bonaventura Coppola , Michael R. Glass , Alfio Gliozzo , Matthew Hatem , and Martin Riedl . 2013 . JoBim Text Visualizer: A Graph-based Approach to Contextualizing Distributional Similarity . In Proceedings of TextGraphs-8 Graph-based Methods for Natural Language Processing. Association for Computational Linguistics , Seattle, Washington, USA, 6--10. https://aclanthology.org/W13-5002 Chris Biemann, Bonaventura Coppola, Michael R. Glass, Alfio Gliozzo, Matthew Hatem, and Martin Riedl. 2013. JoBim Text Visualizer: A Graph-based Approach to Contextualizing Distributional Similarity. In Proceedings of TextGraphs-8 Graph-based Methods for Natural Language Processing. Association for Computational Linguistics, Seattle, Washington, USA, 6--10. https://aclanthology.org/W13-5002

5. Text: now in 2D! A framework for lexical expansion with contextual similarity

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