3. Text Categorization by Learning Predominant Sense of Words (2019) Machine Learning / NLP

This paper uses a Transformer-based model to categorize documents more accurately by figuring out the specific meaning of a word based on the domain it's used in (e.g., "bank" in finance vs. "bank" in geography). Source: ACL Anthology P19-1105

2. Sentences with Gapping: Parsing and Reconstructing Elided Material (2018) Computational Linguistics

The code often refers to specific academic papers in the ACL Anthology (a digital archive of conference papers on Natural Language Processing). Depending on which conference year you are looking for, here are three high-quality "1105" papers you can explore: 1. Abstract Syntax Networks for Code Generation (2017) Topic: Artificial Intelligence / Programming