Search Results for author: Iryna Haponchyk

Found 5 papers, 1 papers with code

Supervised Neural Clustering via Latent Structured Output Learning: Application to Question Intents

1 code implementation NAACL 2021 Iryna Haponchyk, Alessandro Moschitti

Previous pre-neural work on structured prediction has produced very effective supervised clustering algorithms using linear classifiers, e. g., structured SVM or perceptron.

Representation Learning Structured Prediction

Supervised Clustering of Questions into Intents for Dialog System Applications

no code implementations EMNLP 2018 Iryna Haponchyk, Antonio Uva, Seunghak Yu, Olga Uryupina, Aless Moschitti, ro

Modern automated dialog systems require complex dialog managers able to deal with user intent triggered by high-level semantic questions.

Chatbot Intent Detection +2

A Practical Perspective on Latent Structured Prediction for Coreference Resolution

no code implementations EACL 2017 Iryna Haponchyk, Aless Moschitti, ro

Latent structured prediction theory proposes powerful methods such as Latent Structural SVM (LSSVM), which can potentially be very appealing for coreference resolution (CR).

coreference-resolution Coreference Resolution +2

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