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Jinshu Lin

2 accepted papers

2023

Enhancing Unsupervised Semantic Parsing with Distributed Contextual Representations

ACL 2023findings

We extend a non-parametric Bayesian model of (Titov and Klementiev, 2011) to deal with homonymy and polysemy by leveraging distributed contextual word and phrase representations pre-trained on a large collection of unlabelled texts. Then, unsupervised semantic parsing is performed by decomposing sen…

Cited by 0SourcePDFScholar
2023

TableVLM: Multi-modal Pre-training for Table Structure Recognition

ACL 2023long

Tables are widely used in research and business, which are suitable for human consumption, but not easily machine-processable, particularly when tables are present in images. One of the main challenges to extracting data from images of tables is accurately recognizing table structures, especially fo…