4 citations · 10 across the 6 of their papers we have counts for
7 papers
Adapting a FrameNet Semantic Parser for Spoken Language Understanding Using Adversarial Learning
Gabriel Marzinotto, Geraldine Damnati, Frédéric Béchet
This paper presents a new semantic frame parsing model, based on Berkeley FrameNet, adapted to process spoken documents in order to perform information extraction from broadcast co…
MaskParse@Deskin at SemEval-2019 Task 1: Cross-lingual UCCA Semantic Parsing using Recursive Masked Sequence Tagging
Gabriel Marzinotto, Johannes Heinecke, Geraldine Damnati
This paper describes our recursive system for SemEval-2019 \textit{ Task 1: Cross-lingual Semantic Parsing with UCCA}. Each recursive step consists of two parts. We first perform s…
Robust Semantic Parsing with Adversarial Learning for Domain Generalization
Gabriel Marzinotto, Geraldine Damnati, Frédéric Béchet +1
This paper addresses the issue of generalization for Semantic Parsing in an adversarial framework. Building models that are more robust to inter-document variability is crucial for…
Spoken Conversational Search for General Knowledge
Lina M. Rojas-Barahona, Pascal Bellec, Benoit Besset +8
We present a spoken conversational question answering proof of concept that is able to answer questions about general knowledge from Wikidata. The dialogue component does not only…
Sources of Complexity in Semantic Frame Parsing for Information Extraction
Gabriel Marzinotto, Frédéric Béchet, Géraldine Damnati +1
This paper describes a Semantic Frame parsing System based on sequence labeling methods, precisely BiLSTM models with highway connections, for performing information extraction on…
FrameNet automatic analysis : a study on a French corpus of encyclopedic texts
Gabriel Marzinotto, Géraldine Damnati, Frederic Bechet
This article presents an automatic frame analysis system evaluated on a corpus of French encyclopedic history texts annotated according to the FrameNet formalism. The chosen approa…