most citedTALKPLAY: Multimodal Music Recommendation with Large Language Models

3 citations · 5 across the 5 of their papers we have counts for

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cs.IR2025★ 1 cited

TalkPlay-Tools: Conversational Music Recommendation with LLM Tool Calling

Seungheon Doh, Keunwoo Choi, Juhan Nam

While the recent developments in large language models (LLMs) have successfully enabled generative recommenders with natural language interactions, their recommendation behavior is…

cs.IR2025

TalkPlayData 2: An Agentic Synthetic Data Pipeline for Multimodal Conversational Music Recommendation

Keunwoo Choi, Seungheon Doh, Juhan Nam

We present TalkPlayData 2, a synthetic dataset for multimodal conversational music recommendation generated by an agentic data pipeline. In the proposed pipeline, multiple large la…

cs.IR2025★ 3 cited

TALKPLAY: Multimodal Music Recommendation with Large Language Models

Seungheon Doh, Keunwoo Choi, Juhan Nam

We present TALKPLAY, a novel multimodal music recommendation system that reformulates recommendation as a token generation problem using large language models (LLMs). By leveraging…