Oct 22, 2023 @ Birmingham, UK
Personalized Generative AI
Held in conjunction with CIKM 2023
Contact: cikm2023-ws-pgai@amazon.com
Oct 22, 2023 @ University of Birmingham, UK
The workshop will take place in the Teaching and Learning Building (211/212) at the University of Birmingham (workshop venue).
The below schedule is based on UK time zone.
9:00 - 9:15 Opening Remarks
9:15 - 10:00 Keynote 1: Chenlei (Edward) Guo "Towards Personalized Experience in Large-scale Conversational Agents"
10:00 - 10:15 Coffee Break
10:15 - 11:00 Keynote 2: Jianmo Ni "Large Language Models for Recommender Systems"
11:00 - 12:00 Contributed Talks Session I
ChatCounselor: A Large Language Models for Mental Health Support
Do LLMs Understand User Preferences? Evaluating LLMs on User Rating Prediction
Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models
Hiformer: Heterogeneous Feature Integrations with Transformers for Recommender Systems
12:00 - 13:00 Lunch Break
13:00 - 14:00 Contributed Talks Session II
On the Effectiveness of Creating Conversational Agent Personalities Through Prompting
LlamaRec: Two-stage Recommendation using Large Language Models for Ranking
Recmind: large language model powered agent for recommendation
On the steerability of large language models toward data-driven personas
Probing Large Language Models as User Simulators for Conversational Recommendation