Iulian Vlad Serban

4 papers · 2016–2021 · 2 venues · 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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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

🧭 Keyword Pioneer

Venues

ACL (2) EMNLP (2)

Top co-authors

Aaron Courville (2) Yoshua Bengio (2) Joelle Pineau (2) Ryan Lowe (1) Michael Noseworthy (1) Sarath Chandar (1) Alexander G. Ororbia (1) Nicolas Angelard-Gontier (1) Sungjin Ahn (1) Alberto Garcia-Duran (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Natural Language Processing (2) Applications (2) Learning Types · Machine Learning (2) Application Areas (1) Core AI (1) Core Methods (1) Generation (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Models (1)

Keywords

passage retrieval (1) unsupervised domain adaptation (1) question generation (1) human judgment (1) latent variable model (1) variational autoencoder (1) dialogue evaluation (1) dialogue system (1) automatic evaluation (1) response quality (1) consistency filtering (1) neural variational inference (1) adem model (1) piecewise constant distribution (1) word overlap metrics (1)

Papers

Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval EMNLP 2021 Piecewise Latent Variables for Neural Variational Text Processing EMNLP 2017 Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses ACL 2017 Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus ACL 2016