Search Results for author: Chloé Braud

Found 9 papers, 5 papers with code

Multi-lingual Discourse Segmentation and Connective Identification: MELODI at Disrpt2021

no code implementations EMNLP (DISRPT) 2021 Morteza Kamaladdini Ezzabady, Philippe Muller, Chloé Braud

Building on the most successful architecture from the 2019 similar shared task, we leverage datasets in the same or similar languages to augment training data and improve on the best systems from the previous campaign on 3 out of 4 subtasks, with a mean improvement on all 16 datasets of 0. 85%.

Connective Detection Discourse Segmentation

The DISRPT 2021 Shared Task on Elementary Discourse Unit Segmentation, Connective Detection, and Relation Classification

no code implementations EMNLP (DISRPT) 2021 Amir Zeldes, Yang Janet Liu, Mikel Iruskieta, Philippe Muller, Chloé Braud, Sonia Badene

In 2021, we organized the second iteration of a shared task dedicated to the underlying units used in discourse parsing across formalisms: the DISRPT Shared Task (Discourse Relation Parsing and Treebanking).

Connective Detection Relation Classification

Investigating non lexical markers of the language of schizophrenia in spontaneous conversations

1 code implementation CODI 2021 Chuyuan Li, Maxime Amblard, Chloé Braud, Caroline Demily, Nicolas Franck, Michel Musiol

We investigate linguistic markers associated with schizophrenia in clinical conversations by detecting predictive features among French-speaking patients.

Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues

no code implementations12 Feb 2023 Chuyuan Li, Patrick Huber, Wen Xiao, Maxime Amblard, Chloé Braud, Giuseppe Carenini

As a result, we explore approaches to build discourse structures for dialogues, based on attention matrices from Pre-trained Language Models (PLMs).

Sentence Ordering

Multi-Task Learning for Depression Detection in Dialogs

1 code implementation SIGDIAL (ACL) 2022 Chuyuan Li, Chloé Braud, Maxime Amblard

Depression is a serious mental illness that impacts the way people communicate, especially through their emotions, and, allegedly, the way they interact with others.

Depression Detection Multi-Task Learning

Is writing style predictive of scientific fraud?

no code implementations13 Jul 2017 Chloé Braud, Anders Søgaard

The problem of detecting scientific fraud using machine learning was recently introduced, with initial, positive results from a model taking into account various general indicators.

Logical Reasoning

Cross-lingual RST Discourse Parsing

1 code implementation EACL 2017 Chloé Braud, Maximin Coavoux, Anders Søgaard

Discourse parsing is an integral part of understanding information flow and argumentative structure in documents.

Discourse Parsing

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