Search Results for author: Veronica Perez-Rosas

Found 4 papers, 1 papers with code

Knowledge Enhanced Reflection Generation for Counseling Dialogues

no code implementations ACL 2022 Siqi Shen, Veronica Perez-Rosas, Charles Welch, Soujanya Poria, Rada Mihalcea

We propose a pipeline that collects domain knowledge through web mining, and show that retrieval from both domain-specific and commonsense knowledge bases improves the quality of generated responses.

Retrieval

Dynamic Reward Adjustment in Multi-Reward Reinforcement Learning for Counselor Reflection Generation

1 code implementation20 Mar 2024 Do June Min, Veronica Perez-Rosas, Kenneth Resnicow, Rada Mihalcea

In this paper, we study the problem of multi-reward reinforcement learning to jointly optimize for multiple text qualities for natural language generation.

Text Generation

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