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07/20/2023
Exploring the Landscape of Natural Language Processing Research
As an efficient approach to understand, generate, and process natural la...
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07/15/2023
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity using Contrastive Learning and Structured Knowledge
Generic sentence embeddings provide a coarse-grained approximation of se...
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07/06/2023
Efficient Domain Adaptation of Sentence Embeddings using Adapters
Sentence embeddings enable us to capture the semantic similarity of shor...
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11/29/2022
Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches
Text classification of unseen classes is a challenging Natural Language ...
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10/12/2022
Lbl2Vec: An Embedding-Based Approach for Unsupervised Document Retrieval on Predefined Topics
In this paper, we consider the task of retrieving documents with predefi...
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10/11/2022
PatternRank: Leveraging Pretrained Language Models and Part of Speech for Unsupervised Keyphrase Extraction
Keyphrase extraction is the process of automatically selecting a small s...
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09/30/2022