no code implementations • 13 Jan 2024 • Christopher Clarke, Karthik Krishnamurthy, Walter Talamonti, Yiping Kang, Lingjia Tang, Jason Mars
Conversational agents have been gaining increasing popularity in recent years.
1 code implementation • 24 Jul 2023 • Christopher Clarke, Matthew Hall, Gaurav Mittal, Ye Yu, Sandra Sajeev, Jason Mars, Mei Chen
In this paper, we present Rule By Example (RBE): a novel exemplar-based contrastive learning approach for learning from logical rules for the task of textual content moderation.
1 code implementation • 25 May 2023 • Christopher Clarke, Yuzhao Heng, Yiping Kang, Krisztian Flautner, Lingjia Tang, Jason Mars
In addition, depending on the aspect (sentiment, topic, etc.)
1 code implementation • Findings (ACL) 2022 • Christopher Clarke, Joseph Joshua Peper, Karthik Krishnamurthy, Walter Talamonti, Kevin Leach, Walter Lasecki, Yiping Kang, Lingjia Tang, Jason Mars
To address these problems, we introduce a new task BBAI: Black-Box Agent Integration, focusing on combining the capabilities of multiple black-box CAs at scale.
Ranked #1 on Multi-agent Integration on BBAI Dataset
Conversational Response Selection Multi-agent Integration +1
no code implementations • 13 Mar 2022 • Yiping Kang, Ashish Mahendra, Christopher Clarke, Lingjia Tang, Jason Mars
Personalized Intelligence (PI) is the problem of providing customized AI experiences tailored to each individual user.
5 code implementations • IJCNLP 2019 • Stefan Larson, Anish Mahendran, Joseph J. Peper, Christopher Clarke, Andrew Lee, Parker Hill, Jonathan K. Kummerfeld, Kevin Leach, Michael A. Laurenzano, Lingjia Tang, Jason Mars
We find that while the classifiers perform well on in-scope intent classification, they struggle to identify out-of-scope queries.