Search Results for author: Bruno Taillé

Found 4 papers, 2 papers with code

Contextualization and Generalization in Entity and Relation Extraction

no code implementations15 Jun 2022 Bruno Taillé

In this thesis, we study the behaviour of state-of-the-art models regarding generalization to facts unseen during training in two important Information Extraction tasks: Named Entity Recognition (NER) and Relation Extraction (RE).

named-entity-recognition Named Entity Recognition +4

Let's Stop Incorrect Comparisons in End-to-end Relation Extraction!

3 code implementations EMNLP 2020 Bruno Taillé, Vincent Guigue, Geoffrey Scoutheeten, Patrick Gallinari

Despite efforts to distinguish three different evaluation setups (Bekoulis et al., 2018), numerous end-to-end Relation Extraction (RE) articles present unreliable performance comparison to previous work.

Language Modelling NER +2

Contextualized Embeddings in Named-Entity Recognition: An Empirical Study on Generalization

1 code implementation22 Jan 2020 Bruno Taillé, Vincent Guigue, Patrick Gallinari

Contextualized embeddings use unsupervised language model pretraining to compute word representations depending on their context.

Language Modelling named-entity-recognition +3

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