most citedEnsembleGAN: Adversarial Learning for Retrieval-Generation Ensemble Model on Short-Text Conversation

2 citations · 6 across the 5 of their papers we have counts for

collaborators

5 papers

cs.CL2022

C3KG: A Chinese Commonsense Conversation Knowledge Graph

Dawei Li, Yanran Li, Jiayi Zhang +4

Existing commonsense knowledge bases often organize tuples in an isolated manner, which is deficient for commonsense conversational models to plan the next steps. To fill the gap,…

cs.CL20202 cited

Writing Polishment with Simile: Task, Dataset and A Neural Approach

Jiayi Zhang, Zhi Cui, Xiaoqiang Xia +4

A simile is a figure of speech that directly makes a comparison, showing similarities between two different things, e.g. "Reading papers can be dull sometimes,like watching grass g…

cs.CL20202 cited

Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension

Xiuying Chen, Zhi Cui, Jiayi Zhang +5

In multi-turn dialog, utterances do not always take the full form of sentences \cite{Carbonell1983DiscoursePA}, which naturally makes understanding the dialog context more difficul…

cs.CL2020

Focus-Constrained Attention Mechanism for CVAE-based Response Generation

Zhi Cui, Yanran Li, Jiayi Zhang +3

To model diverse responses for a given post, one promising way is to introduce a latent variable into Seq2Seq models. The latent variable is supposed to capture the discourse-level…

cs.CL20202 cited

EnsembleGAN: Adversarial Learning for Retrieval-Generation Ensemble Model on Short-Text Conversation

Jiayi Zhang, Chongyang Tao, Zhenjing Xu +3

Generating qualitative responses has always been a challenge for human-computer dialogue systems. Existing dialogue systems generally derive from either retrieval-based or generati…