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Found 6 papers, 3 papers with code
WikiSplit++: Easy Data Refinement for Split and Rephrase
The task of Split and Rephrase, which splits a complex sentence into multiple simple sentences with the same meaning, improves readability and enhances the performance of downstream tasks in natural language processing (NLP).
Improving Sentence Embeddings with an Automatically Generated NLI Dataset
Decoder-based large language models (LLMs) have shown high performance on many tasks in natural language processing.
Japanese SimCSE Technical Report
We report the development of Japanese SimCSE, Japanese sentence embedding models fine-tuned with SimCSE.
Sentence Representations via Gaussian Embedding
Recent progress in sentence embedding, which represents the meaning of a sentence as a point in a vector space, has achieved high performance on tasks such as a semantic textual similarity (STS) task.
Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals
There have been many successful applications of sentence embedding methods.
DefSent: Sentence Embeddings using Definition Sentences
However, these methods are only available for limited languages due to relying heavily on the large NLI datasets.
