Pre-trained Sentence Embeddings for Implicit Discourse Relation Classification

no code implementations • 20 Oct 2022 • Murali Raghu Babu Balusu, Yangfeng Ji, Jacob Eisenstein

Implicit discourse relations bind smaller linguistic units into coherent texts.

Classification Implicit Discourse Relation Classification +4

Stylistic Variation in Social Media Part-of-Speech Tagging

no code implementations • WS 2018 • Murali Raghu Babu Balusu, Taha Merghani, Jacob Eisenstein

While prior work found that similar approaches yield performance improvements in sentiment analysis and entity linking, we were unable to obtain performance improvements in part-of-speech tagging, despite strong evidence for the link between part-of-speech error rates and social network structure.

Entity Linking Part-Of-Speech Tagging +1