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2020 – today
- 2024
[j3]Xiaohu Liu
, Chenlei Guo, Benjamin Yao, Ruhi Sarikaya:
A Self-Learning Framework for Large-Scale Conversational AI Systems. IEEE Comput. Intell. Mag. 19(2): 34-48 (2024)- 2023
- [c5]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: 6864-6876 - [c4]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: 264-273 - [i4]Yichuan Li, Jialong Han, Kyumin Lee, Chengyuan Ma, Benjamin Yao, Derek Liu:
KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness. CoRR abs/2305.01810 (2023) - [i3]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 abs/2306.08126 (2023) - 2022
- [c3]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: 505-509 - 2021
- [j2]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): 43-56 (2021) - 2020
- [c2]Gustavo Aguilar, Yuan Ling, Yu Zhang, Benjamin Yao, Xing Fan, Chenlei Guo:
Knowledge Distillation from Internal Representations. AAAI 2020: 7350-7357 - [c1]Yuan Ling, Benjamin Yao, Guneet Singh Kohli, Tuan-Hung Pham, Chenlei Guo:
IQ-Net: A DNN Model for Estimating Interaction-level Dialogue Quality with Conversational Agents. Converse@KDD 2020 - [i2]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 abs/2006.07113 (2020)
2010 – 2019
- 2019
- [i1]Gustavo Aguilar, Yuan Ling, Yu Zhang, Benjamin Yao, Xing Fan, Edward Guo:
Knowledge Distillation from Internal Representations. CoRR abs/1910.03723 (2019) - 2012
- [j1]Adama Ouattara, Luc Pibouleau, Catherine Azzaro-Pantel, Serge Domenech, Philippe Baudet, Benjamin Yao:
Economic and environmental strategies for process design. Comput. Chem. Eng. 36: 174-188 (2012)
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