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John Giorgi

2 accepted papers

2024

TOPICAL: TOPIC Pages AutomagicaLly

NAACL 2024system demonstrations

Topic pages aggregate useful information about an entity or concept into a single succinct and accessible article. Automated creation of topic pages would enable their rapid curation as information resources, providing an alternative to traditional web search. While most prior work has focused on ge…

2021

DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations

ACL 2021long

Sentence embeddings are an important component of many natural language processing (NLP) systems. Like word embeddings, sentence embeddings are typically learned on large text corpora and then transferred to various downstream tasks, such as clustering and retrieval. Unlike word embeddings, the high…