Marco Damonte

Talking to myself: self-dialogues as data for conversational agents

2018 · arXiv (Cornell University)

Conversational agents are gaining popularity with the increasing ubiquity of smart devices. However, training agents in a data driven manner is challenging due to a lack of suitable corpora. This paper presents a novel method …

CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing

2022

Andy Rosenbaum, Saleh Soltan, Wael Hamza, Marco Damonte, Isabel Groves, Amir Saffari. Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural …

Structural Neural Encoders for

2019

Marco Damonte, Shay B. Cohen. Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers). 2019.

An Incremental Parser for Abstract Meaning Representation

2017

Meaning Representation (AMR) is a semantic representation for natural language that embeds annotations related to traditional tasks such as named entity recognition, semantic role labeling, word sense disambiguation and co-reference resolution. We describe a transition-based …