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 …

Fast and constrained absent keyphrase generation by prompt-based learning

H Wu, B Ma, W Liu, T Chen, D Nie - … of the AAAI Conference on Artificial …, 2022 - ojs.aaai.org
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 …

KPDROP: Improving absent keyphrase generation

JR Chowdhury, S Park, T Kundu, C Caragea - arXiv preprint arXiv …, 2021 - arxiv.org
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 …

Unsupervised Domain Adaptation for Keyphrase Generation using Citation Contexts

F Boudin, A Aizawa - arXiv preprint arXiv:2409.13266, 2024 - arxiv.org
Adapting keyphrase generation models to new domains typically involves few-shot fine-
tuning with in-domain labeled data. However, annotating documents with keyphrases is …

Multi-Task Knowledge Distillation with Embedding Constraints for Scholarly Keyphrase Boundary Classification

S Park, C Caragea - Proceedings of the 2023 Conference on …, 2023 - aclanthology.org
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 …

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 …

[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 …