Search Results for author: Roberto Martínez-Cruz

Found 2 papers, 1 papers with code

Enhancing Keyphrase Extraction from Long Scientific Documents using Graph Embeddings

1 code implementation16 May 2023 Roberto Martínez-Cruz, Debanjan Mahata, Alvaro J. López-López, José Portela

In this study, we investigate using graph neural network (GNN) representations to enhance contextualized representations of pre-trained language models (PLMs) for keyphrase extraction from lengthy documents.

Keyphrase Extraction

ChatGPT vs State-of-the-Art Models: A Benchmarking Study in Keyphrase Generation Task

no code implementations27 Apr 2023 Roberto Martínez-Cruz, Alvaro J. López-López, José Portela

Transformer-based language models, including ChatGPT, have demonstrated exceptional performance in various natural language generation tasks.

Benchmarking Domain Adaptation +2

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