Benjamin Yao

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 11

Top Topics

Internal Representations

Kolmogorov Smirnov

Conversational Agents

Top Venues

IEEE Comput. Intell. Mag.

Publications

Xiaohu Liu, Chenlei Guo, Benjamin Yao, Ruhi Sarikaya
A Self-Learning Framework for Large-Scale Conversational AI Systems. IEEE Comput. Intell. Mag. 19 (2) (2024)
Xu Han, Bin Guo, Yoon Jung, Benjamin Yao, Yu Zhang, Xiaohu Liu, Chenlei Guo
PersonaPKT: Building Personalized Dialogue Agents via Parameter-efficient Knowledge Transfer. SustaiNLP (2023)
Yichuan Li, Jialong Han, Kyumin Lee, Chengyuan Ma, Benjamin Yao, Derek Liu
KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness. CoRR (2023)
Yichuan Li, Jialong Han, Kyumin Lee, Chengyuan Ma, Benjamin Yao, Xiaohu Liu
KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness. EMNLP (Findings) (2023)
Xu Han, Bin Guo, Yoon Jung, Benjamin Yao, Yu Zhang, Xiaohu Liu, Chenlei Guo
PersonaPKT: Building Personalized Dialogue Agents via Parameter-efficient Knowledge Transfer. CoRR (2023)
Meiguo Wang, Benjamin Yao, Bin Guo, Xiaohu Liu, Yu Zhang, Tuan-Hung Pham, Chenlei Guo
Joint Goal Segmentation and Goal Success Prediction on Multi-Domain Conversations. COLING (2022)
Pragaash Ponnusamy, Alireza Roshan Ghias, Yi Yi, Benjamin Yao, Chenlei Guo, Ruhi Sarikaya
Feedback-Based Self-Learning in Large-Scale Conversational AI Agents. AI Mag. 42 (4) (2021)
Gustavo Aguilar, Yuan Ling, Yu Zhang, Benjamin Yao, Xing Fan, Chenlei Guo
Knowledge Distillation from Internal Representations. AAAI (2020)
Yuan Ling, Benjamin Yao, Guneet Kohli, Tuan-Hung Pham, Chenlei Guo
IQ-Net: A DNN Model for Estimating Interaction-level Dialogue Quality with Conversational Agents. Converse@KDD (2020)
Dookun Park, Hao Yuan, Dongmin Kim, Yinglei Zhang, Spyros Matsoukas, Young-Bum Kim, Ruhi Sarikaya, Edward Guo, Yuan Ling, Kevin Quinn, Pham Hung, Benjamin Yao, Sungjin Lee
Large-scale Hybrid Approach for Predicting User Satisfaction with Conversational Agents. CoRR (2020)
Gustavo Aguilar, Yuan Ling, Yu Zhang, Benjamin Yao, Xing Fan, Edward Guo
Knowledge Distillation from Internal Representations. CoRR (2019)
Adama Ouattara, Luc Pibouleau, Catherine Azzaro-Pantel, Serge Domenech, Philippe Baudet, Benjamin Yao
Economic and environmental strategies for process design. Comput. Chem. Eng. 36 (2012)