Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-tuned GPT.
CoRR, 2023
Long-tailed Extreme Multi-label Text Classification by the Retrieval of Generated Pseudo Label Descriptions.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023
Build Faster with Less: A Journey to Accelerate Sparse Model Building for Semantic Matching in Product Search.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Toxicity Detection with Generative Prompt-based Inference.
CoRR, 2022
Long-tailed Extreme Multi-label Text Classification with Generated Pseudo Label Descriptions.
CoRR, 2022
Exploiting Local and Global Features in Transformer-based Extreme Multi-label Text Classification.
CoRR, 2022
English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Are you doing what I say? On modalities alignment in ALFRED.
CoRR, 2021
Investigation of Sentiment Controllable Chatbot.
CoRR, 2020
Learning Interpretable and Discrete Representations with Adversarial Training for Unsupervised Text Classification.
CoRR, 2020
Tree Transformer: Integrating Tree Structures into Self-Attention.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Scalable Sentiment for Sequence-to-Sequence Chatbot Response with Performance Analysis.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Multi-Source Learning for Sales Prediction.
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2017