Richard Dufour
26 papers · 2014–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (55) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π€
Dynamic Duo
(10)
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
β
The Questioner
(2)
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
π
Renaissance Researcher
(5)
ποΈ
Keyword Collector
(120)
Top co-authors
Research topics
Natural Language Processing
(18)
Machine Learning
(16)
Applications
(10)
Artificial Intelligence
(9)
Application Areas
(8)
Core Methods
(8)
Resources & Methods
(8)
Understanding
(7)
Core AI
(6)
Learning Types
(6)
Deep Learning
(5)
Speech & Audio
(4)
Recognition
(4)
Healthcare & Medicine
(3)
Clinical
(3)
Keywords
large language model
(6)
named entity recognition
(5)
domain adaptation
(4)
information retrieval
(4)
french language
(3)
word error rate
(3)
text revision
(3)
text classification
(3)
scientific writing
(3)
question answering
(3)
automatic speech recognition
(3)
biomedical nlp
(3)
legal document
(2)
context retrieval
(2)
multilingual nlp
(2)
spoken language understanding
(2)
language model
(2)
zero-shot learning
(2)
masked language model
(2)
document retrieval
(2)
Papers
Coupling Local Context and Global Semantic Prototypes via a Hierarchical Architecture for Rhetorical Roles Labeling
EACL 2026
Who Judges the Judge? Evaluating LLM-as-a-Judge for French Medical open-ended QA
EACL 2026
A Benchmark of French ASR Systems Based on Error Severity
COLING 2025
ACL-rlg: A Dataset for Reading List Generation
COLING 2025
A Simple but Effective Context Retrieval for Sequential Sentence Classification in Long Legal Documents
ACL 2025
Identifying Reliable Evaluation Metrics for Scientific Text Revision
ACL 2025
ParaRev : Building a dataset for Scientific Paragraph Revision annotated with revision instruction
COLING 2025
Persistent Homology of Topic Networks for the Prediction of Reader Curiosity
ACL 2025
The Role of Natural Language Processing Tasks in Automatic Literary Character Network Construction
COLING 2025
A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks
COLING 2024
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains
ACL 2024
CASIMIR: A Corpus of Scientific Articles Enhanced with Multiple Author-Integrated Revisions
COLING 2024
DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain
COLING 2024
How Important Is Tokenization in French Medical Masked Language Models?
COLING 2024
Zero-Shot End-To-End Spoken Question Answering In Medical Domain
Interspeech 2024
DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains
ACL 2023
Learning to Rank Context for Named Entity Recognition Using a Synthetic Dataset
EMNLP 2023
The Role of Global and Local Context in Named Entity Recognition
ACL 2023
FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain
EMNLP 2022
Qualitative Evaluation of Language Model Rescoring in Automatic Speech Recognition
Interspeech 2022
Learning Voice Representation Using Knowledge Distillation for Automatic Voice Casting
Interspeech 2020
Qualitative Evaluation of ASR Adaptation in a Lecture Context: Application to the PASTEL Corpus
Interspeech 2019
Acoustic Pairing of Original and Dubbed Voices in the Context of Video Game Localization
Interspeech 2017
Deep Stacked Autoencoders for Spoken Language Understanding
Interspeech 2016
Spoken Language Understanding in a Latent Topic-Based Subspace
Interspeech 2016
An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents
EMNLP 2014