Browse State-of-the-Art › Personalized and Emotional Conversation
Personalized and Emotional Conversation
1 paper with code · 1 benchmark · 1 dataset archive 2025-07-28
Personalized and Emotional Conversation (PEC) is defined as follows: Given the personalized information (P_(R1) and P_(R2)) of two speakers, their conversation context C, the emotion E_K and DA D_K of the response to be generated, and the personalized information P_K of the responder, the goal is to generate an anthropomorphic response Y. Y = argmax_(Y′)P(Y′|C, E_K, D_K, P_K)
Particularly, context C={(U₁,E₁,D₁,P₁),⋯,(U_(K-1),E_(K-1),D_(K-1),P_(K-1))} contains multi-turn conversation content (i.e., utterance Uᵢ), emotion Eᵢ of the associated utterance, DA Dᵢ of the associated utterance, and personalized information Pᵢ of the associated speaker.
Description from the archive archive 2025-07-28.
Benchmarks archive 2025-07-28
1 leaderboard table shown for this task, 1 with rows (a “benchmark” on this site is a table with at least one row, as on /sota), ordered by row count. “Best model” is the first row in the archive's own order at snapshot; nothing is re-ranked here and metric direction is not recorded in the archive. PwC's Trend sparklines are not in the archive, so that column is omitted.
| Dataset | Best model (first row in archive order) | Paper | Code | Syntology | Compare |
|---|---|---|---|---|---|
| CPED (9 rows) | GPT-{emo} | CPED: A Large-Scale Chinese Personalized and Emotional Dialogue... | code | — | Compare |
Syntology column: samples harvested from the paper's repositories and executed on synthesized fixtures; “ran” is not a correctness claim and does not order the table. A dash means no Syntology record for that paper, not a recorded non-run. Read from the graph 2026-09-24.
Libraries
Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.
Datasets archive 2025-07-28
1 dataset whose archive record lists this task, ordered by the archive's paper count.
Subtasks archive 2025-07-28
No subtask under this task in the archive's task tree.
Parent tasks archive 2025-07-28
Most implemented papers archive 2025-07-28
1 shown of 1 paper with code (2 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.
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29 May 2022 1 repository listedFinally, we provide baseline systems for these tasks and consider the function of speakers' personalities and emotions on conversation.
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