Vanessa Yan

2 papers · 2021–2023 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

ACL (2)

Top co-authors

Irene Li (2) Dragomir Radev (2) Rihao Qu (1) Thomas George (1) Rina Kawamura (1) Benjamin Chen (1) Swapnil Hingmire (1) Alex Fabbri (1) Richard Zhou (1) Tammy Liao (1)

Research topics

Machine Learning (2) Application Areas (2) Core Methods (2) Learning Types (2) Artificial Intelligence (1) Deep Learning (1) Mathematics & Optimization (1) Natural Language Processing (1) Applications (1) Architectures (1) Learning Paradigms (1) Mathematics (1) Models (1)

Keywords

transfer learning (2) variational inference (1) domain adaptation (1) feature extraction (1) text classification (1) knowledge transfer (1) cross-domain learning (1) educational resources (1) bert model (1) graph representation (1) bert language model (1) concept learning (1) concept graphs (1) variational autoencoder (1) variational graph autoencoder (1) graph autoencoder (1) concept prerequisite (1) prerequisite learning (1) graph neural network (1) prerequisite chain (1)

Papers

A Transfer Learning Pipeline for Educational Resource Discovery with Application in Survey Generation ACL 2023 Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders ACL 2021