[HTML][HTML] Deep reinforcement learning in recommender systems: A survey and new perspectives
In light of the emergence of deep reinforcement learning (DRL) in recommender systems
research and several fruitful results in recent years, this survey aims to provide a timely and …
research and several fruitful results in recent years, this survey aims to provide a timely and …
A survey on reinforcement learning for recommender systems
Recommender systems have been widely applied in different real-life scenarios to help us
find useful information. In particular, reinforcement learning (RL)-based recommender …
find useful information. In particular, reinforcement learning (RL)-based recommender …
UaMC: user-augmented conversation recommendation via multi-modal graph learning and context mining
Abstract Conversation Recommender System (CRS) engage in multi-turn conversations with
users and provide recommendations through responses. As user preferences evolve …
users and provide recommendations through responses. As user preferences evolve …
[HTML][HTML] Recommender system: A comprehensive overview of technical challenges and social implications
The proliferation of Recommender Systems (RecSys), driven by their expanding application
domains, explosive data growth, and exponential advancements in computing capabilities …
domains, explosive data growth, and exponential advancements in computing capabilities …
Evaluating the Robustness of Conversational Recommender Systems by Adversarial Examples
A Montazeralghaem, J Allan - arXiv preprint arXiv:2303.05575, 2023 - arxiv.org
Conversational recommender systems (CRSs) are improving rapidly, according to the
standard recommendation accuracy metrics. However, it is essential to make sure that these …
standard recommendation accuracy metrics. However, it is essential to make sure that these …
Efficient Inference in Open Retrieval Question Answering Systems
MS Rashid - 2024 - search.proquest.com
With the latest advances in conversational agents like Siri and Alexa, and Large Language
Models (LLMs) like ChatGPT and PaLM, Question Answering (QA) systems have become …
Models (LLMs) like ChatGPT and PaLM, Question Answering (QA) systems have become …