Tian Li
3 papers in the PaperMetrix corpus
Papers by this author
-
Cross-Domain Sentiment Classification with In-Domain Contrastive Learning
2020 · arXiv (Cornell University)
Contrastive learning (CL) has been successful as a powerful representation learning method. In this paper, we propose a contrastive learning framework for cross-domain sentiment classification. We aim to induce domain invariant optimal classifiers rather than …
-
Research on Intelligent Construction of Bilingual Translation Corpus Based on Differential Evolution Algorithm
2023
In the construction stage of bilingual translation corpus, due to the lack of analysis of the relationship between the basic corpora, the translation quality is low. Therefore, a research on intelligent construction of bilingual translation …
-
Chinchunmei at SemEval-2025 Task 11: Boosting the Large Language Model's Capability of Emotion Perception using Contrastive Learning
2025 · arXiv (Cornell University)
The SemEval-2025 Task 11, Bridging the Gap in Text-Based Emotion Detection, introduces an emotion recognition challenge spanning over 28 languages. This competition encourages researchers to explore more advanced approaches to address the challenges posed by …