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05/22/2023
Sentence Representations via Gaussian Embedding
Recent progress in sentence embedding, which represents the meaning of a...
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04/27/2023
Semantic Frame Induction with Deep Metric Learning
Recent studies have demonstrated the usefulness of contextualized word e...
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12/14/2022
Cross-Modal Similarity-Based Curriculum Learning for Image Captioning
Image captioning models require the high-level generalization ability to...
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02/07/2022
Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals
We have recently seen many successful applications of sentence embedding...
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09/15/2021
Transformer-based Lexically Constrained Headline Generation
This paper explores a variant of automatic headline generation methods, ...
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05/27/2021
Semantic Frame Induction using Masked Word Embeddings and Two-Step Clustering
Recent studies on semantic frame induction show that relatively high per...
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05/27/2021
Verb Sense Clustering using Contextualized Word Representations for Semantic Frame Induction
Contextualized word representations have proven useful for various natur...
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05/10/2021
Self-Guided Curriculum Learning for Neural Machine Translation
In the field of machine learning, the well-trained model is assumed to b...
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05/10/2021
DefSent: Sentence Embeddings using Definition Sentences
Sentence embedding methods using natural language inference (NLI) datase...
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10/10/2020