Chatgpt vs state-of-the-art models: A benchmarking study in keyphrase generation task
R Martínez-Cruz, AJ López-López, J Portela - Applied Intelligence, 2025 - Springer
Transformer-based language models, including ChatGPT, have demonstrated exceptional
performance in various natural language generation tasks. However, there has been limited …
performance in various natural language generation tasks. However, there has been limited …
Fast and constrained absent keyphrase generation by prompt-based learning
Generating absent keyphrases, which do not appear in the input document, is challenging in
the keyphrase prediction task. Most previous works treat the problem as an autoregressive …
the keyphrase prediction task. Most previous works treat the problem as an autoregressive …
KPDROP: Improving absent keyphrase generation
Keyphrase generation is the task of generating phrases (keyphrases) that summarize the
main topics of a given document. Keyphrases can be either present or absent from the given …
main topics of a given document. Keyphrases can be either present or absent from the given …
Unsupervised Domain Adaptation for Keyphrase Generation using Citation Contexts
Adapting keyphrase generation models to new domains typically involves few-shot fine-
tuning with in-domain labeled data. However, annotating documents with keyphrases is …
tuning with in-domain labeled data. However, annotating documents with keyphrases is …
Multi-Task Knowledge Distillation with Embedding Constraints for Scholarly Keyphrase Boundary Classification
The task of scholarly keyphrase boundary classification aims at identifying keyphrases from
scientific papers and classifying them with their types from a set of predefined classes (eg …
scientific papers and classifying them with their types from a set of predefined classes (eg …
Seq2Set2Seq: A Two-stage Disentangled Method for Reply Keyword Generation in Social Media
J Liu, Y Li, S He, S Wu, K Liu, S Liu, J Wang… - ACM Transactions on …, 2024 - dl.acm.org
Social media produces large amounts of content every day. How to predict the potential
influences of the contents from a social reply feedback perspective is a key issue that has …
influences of the contents from a social reply feedback perspective is a key issue that has …
[PDF][PDF] KPDrop: An Approach to Improving Absent Keyphrase Generation.
S Park, JR Chowdhury, T Kundu… - CoRR, vol. abs …, 2021 - academia.edu
Keyphrase generation is the task of generating phrases (keyphrases) that summarize the
main topics of a given document. The generated keyphrases can be either present or absent …
main topics of a given document. The generated keyphrases can be either present or absent …