Sławomir Dadas

Training Effective Neural Sentence Encoders from Automatically Mined Paraphrases

2022 · 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Sentence embeddings are commonly used in text clustering and semantic retrieval tasks. State-of-the-art sentence representation methods are based on artificial neural networks fine-tuned on large collections of manually labeled sentence pairs. Sufficient amount of annotated …