Білімді таңдау

task ID: knowledgeselection

Related Papers

AttnIO: Knowledge Graph Exploration with In-and-Out Attention Flow for Knowledge-Grounded Dialogue

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractRetrieving the proper knowledge relevant to conversational context is an important challenge in dialogue systems, to engage users with more informative response. Several recent works propose to formulate this knowledge …...

30507

A Pre-training Strategy for Zero-Resource Response Selection in Knowledge-Grounded Conversations

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractRecently, many studies are emerging towards building a retrieval-based dialogue system that is able to effectively leverage background knowledge (e.g., documents) when conversing with humans. However, it is non-trivial to …...

8441

CoLV: A Collaborative Latent Variable Model for Knowledge-Grounded Dialogue Generation

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractKnowledge-grounded dialogue generation has achieved promising performance with the engagement of external knowledge sources. Typical approaches towards this task usually perform relatively independent two sub-tasks, i.e., knowledge selection and knowledge-aware …...

31928

Unsupervised Knowledge Selection for Dialogue Generation

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

Knowledge selection is an important and chal- lenging task which could provide the appropri- ate knowledge for informative dialogue gen- eration. However, the needed gold knowl- edge label is difficult …...

34078

CorefDiffs: Co-referential and Differential Knowledge Flow in Document Grounded Conversations

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractKnowledge-grounded dialog systems need to incorporate smooth transitions among knowledge selected for generating responses, to ensure that dialog flows naturally. For document-grounded dialog systems, the inter- and intra-document knowledge relations …...

5175

TAKE: Topic-shift Aware Knowledge sElection for Dialogue Generation

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractKnowledge-grounded dialogue generation consists of two subtasks: knowledge selection and response generation. The knowledge selector generally constructs a query based on the dialogue context and selects the most appropriate knowledge …...

5191

There Are a Thousand Hamlets in a Thousand People’s Eyes: Enhancing Knowledge-grounded Dialogue with Personal Memory

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractKnowledge-grounded conversation (KGC) shows great potential in building an engaging and knowledgeable chatbot, and knowledge selection is a key ingredient in it. However, previous methods for knowledge selection only concentrate …...

39108