9 citations · 14 across the 6 of their papers we have counts for
6 papers
Reification as a Transferable Vocabulary: Zero-Shot Link Prediction with Vanilla GNNs
Camille Pradel
Knowledge graph foundation models such as ULTRA achieve zero-shot link prediction on unseen graphs through dedicated architectures that hard-code a transfer mechanism. In this work…
Load What You Need: Smaller Versions of Multilingual BERT
Amine Abdaoui, Camille Pradel, Grégoire Sigel
Pre-trained Transformer-based models are achieving state-of-the-art results on a variety of Natural Language Processing data sets. However, the size of these models is often a draw…
DiscSense: Automated Semantic Analysis of Discourse Markers
Damien Sileo, Tim Van de Cruys, Camille Pradel +1
Discourse markers ({\it by contrast}, {\it happily}, etc.) are words or phrases that are used to signal semantic and/or pragmatic relationships between clauses or sentences. Recent…
A Pragmatics-Centered Evaluation Framework for Natural Language Understanding
Damien Sileo, Tim Van-de-Cruys, Camille Pradel +1
New models for natural language understanding have recently made an unparalleled amount of progress, which has led some researchers to suggest that the models induce universal text…
Mining Discourse Markers for Unsupervised Sentence Representation Learning
Damien Sileo, Tim Van-De-Cruys, Camille Pradel +1
Current state of the art systems in NLP heavily rely on manually annotated datasets, which are expensive to construct. Very little work adequately exploits unannotated data -- such…
Synapse at CAp 2017 NER challenge: Fasttext CRF
Damien Sileo, Camille Pradel, Philippe Muller +1
We present our system for the CAp 2017 NER challenge which is about named entity recognition on French tweets. Our system leverages unsupervised learning on a larger dataset of Fre…