2 papers
cs.CL2025
Vec2Summ: Text Summarization via Probabilistic Sentence Embeddings
Mao Li, Fred Conrad, Johann Gagnon-Bartsch
We propose Vec2Summ, a novel method for abstractive summarization that frames the task as semantic compression. Vec2Summ represents a document collection using a single mean vector…
cs.CL2024
FastLexRank: Efficient Lexical Ranking for Structuring Social Media Posts
Mao Li, Frederick Conrad, Johann Gagnon-Bartsch
We present FastLexRank\footnote{https://github.com/LiMaoUM/FastLexRank}, an efficient and scalable implementation of the LexRank algorithm for text ranking. Designed to address the…