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05/02/2023
KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness
In recent years, Pre-trained Language Models (PLMs) have shown their sup...
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06/01/2021
CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction
Integrating extracted knowledge from the Web to knowledge graphs (KGs) c...
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10/10/2020
When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models
We address hypernymy detection, i.e., whether an is-a relationship exist...
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12/31/2019
CASE: Context-Aware Semantic Expansion
In this paper, we define and study a new task called Context-Aware Seman...
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08/28/2019
Exploiting Multiple Embeddings for Chinese Named Entity Recognition
Identifying the named entities mentioned in text would enrich many seman...
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11/04/2018
Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding
Knowledge graph embedding aims at modeling entities and relations with l...
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05/10/2018
hyperdoc2vec: Distributed Representations of Hypertext Documents
Hypertext documents, such as web pages and academic papers, are of great...
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02/04/2018