Papers by Vlad Pandelea

GenGO

Omakase Read Later

Search

Papers by Vlad Pandelea

ACL

2023.acl-long

contrastive learning- and generation-based model
hard negative sampling strategy
sampling strategy
accuracy
Persona attribute extraction
text-label matching criteria
persona attribute extraction
generalized zero-shot persona attribute extraction

2023

Low-Resource NLP

1 papers

PAED: Zero-Shot Persona Attribute Extraction in Dialogues (2023.acl-long)

Copied to clipboard

Luyao Zhu, Wei Li, Rui Mao, Vlad Pandelea, Erik Cambria

Low-Resource NLP

Challenge:	Existing methods for persona attribute extraction from conversations are inconsistent and unreliable.
Approach:	They propose a model with a hard negative sampling strategy for generalized zero-shot persona attribute extraction.
Outcome:	The proposed model outperforms existing models in persona attribute extraction tasks.

What is GenGO?

GenGO is an NLP powered publication search system. It currenctly indexes 30k+ papers from ACL Anthology, and implements multi-aspect summarization, semantic search, and more!

Information

About
Limitations