Search Results for author: Dora Jambor

Found 4 papers, 2 papers with code

LAGr: Label Aligned Graphs for Better Systematic Generalization in Semantic Parsing

1 code implementation ACL 2022 Dora Jambor, Dzmitry Bahdanau

In this work, we show that better systematic generalization can be achieved by producing the meaning representation directly as a graph and not as a sequence.

Semantic Parsing Systematic Generalization

LAGr: Labeling Aligned Graphs for Improving Systematic Generalization in Semantic Parsing

1 code implementation14 Oct 2021 Dora Jambor, Dzmitry Bahdanau

In this work, we show that better systematic generalization can be achieved by producing the meaning representation (MR) directly as a graph and not as a sequence.

Semantic Parsing Systematic Generalization

Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs

no code implementations EACL 2021 Dora Jambor, Komal Teru, Joelle Pineau, William L. Hamilton

Real-world knowledge graphs are often characterized by low-frequency relations - a challenge that has prompted an increasing interest in few-shot link prediction methods.

Knowledge Graphs Link Prediction +2

On a scalable problem transformation method for multi-label learning

no code implementations27 May 2019 Dora Jambor, Peng Yu

Binary relevance is a simple approach to solve multi-label learning problems where an independent binary classifier is built per each label.

Binary Classification General Classification +2

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