3 papers
cs.IR2025
A Survey on Large Language Models in Multimodal Recommender Systems
Alejo Lopez-Avila, Jinhua Du
Multimodal recommender systems (MRS) integrate heterogeneous user and item data, such as text, images, and structured information, to enhance recommendation performance. The emerge…
cs.CL2024
Encoder-Decoder Framework for Interactive Free Verses with Generation with Controllable High-Quality Rhyming
Tommaso Pasini, Alejo López-Ávila, Husam Quteineh +5
Composing poetry or lyrics involves several creative factors, but a challenging aspect of generation is the adherence to a more or less strict metric and rhyming pattern. To addres…
cs.IR2024
Positional encoding is not the same as context: A study on positional encoding for sequential recommendation
Alejo Lopez-Avila, Jinhua Du, Abbas Shimary +1
The rapid growth of streaming media and e-commerce has driven advancements in recommendation systems, particularly Sequential Recommendation Systems (SRS). These systems employ use…