Search Results for author: Benjamin Yao

Found 5 papers, 0 papers with code

Joint Goal Segmentation and Goal Success Prediction on Multi-Domain Conversations

no code implementations COLING 2022 Meiguo Wang, Benjamin Yao, Bin Guo, Xiaohu Liu, Yu Zhang, Tuan-Hung Pham, Chenlei Guo

To evaluate the performance of a multi-domain goal-oriented Dialogue System (DS), it is important to understand what the users’ goals are for the conversations and whether those goals are successfully achieved.

Dialogue Evaluation Multi-Task Learning +1

PersonaPKT: Building Personalized Dialogue Agents via Parameter-efficient Knowledge Transfer

no code implementations13 Jun 2023 Xu Han, Bin Guo, Yoon Jung, Benjamin Yao, Yu Zhang, Xiaohu Liu, Chenlei Guo

Personalized dialogue agents (DAs) powered by large pre-trained language models (PLMs) often rely on explicit persona descriptions to maintain personality consistency.

Response Generation Transfer Learning

KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness

no code implementations2 May 2023 Yichuan Li, Jialong Han, Kyumin Lee, Chengyuan Ma, Benjamin Yao, Derek Liu

In recent years, Pre-trained Language Models (PLMs) have shown their superiority by pre-training on unstructured text corpus and then fine-tuning on downstream tasks.

Entity Linking Language Modelling +3

Knowledge Distillation from Internal Representations

no code implementations8 Oct 2019 Gustavo Aguilar, Yuan Ling, Yu Zhang, Benjamin Yao, Xing Fan, Chenlei Guo

In this paper, we propose to distill the internal representations of a large model such as BERT into a simplified version of it.

Knowledge Distillation

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