Alexis Conneau

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Aliases
A-c. Conneau, A. Conneau
Publication record
60 papers · 26,489 citations · H-index 29

PAPERS

Synthetic Data Generation and Joint Learning for Robust Code-Mixed Translation
202410 citationsauthor #14
DANSK and DaCy 2.6.0: Domain Generalization of Danish Named Entity Recognition
20240 citationsauthor #1
Scaling Laws for Generative Mixed-Modal Language Models
2023142 citationsauthor #3
Toward Joint Language Modeling for Speech Units and Text
202327 citationsauthor #6
What are Adapters Really Efficient At?
20230 citationsauthor #1
Textually Pretrained Speech Language Models
2023101 citationsauthor #5
Scaling Speech Technology to 1, 000+ Languages
2023554 citationsauthor #15
Multilingual Models for Checkworthy Social Media Posts Detection
20230 citationsauthor #14
Towards Unsupervised Speech-to-Speech Translation
20220 citationsauthor #10
L INGUIST : Language Model Instruction Tuning to Generate Utterances for Intent Classiﬁcation and Slot Tagging
20220 citationsauthor #36
Efﬁcient Ensemble Transformer for Accurate Answer Sentence Ranking
20221 citationsauthor #11
Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation
202224 citationsauthor #6
mSLAM: Massively multilingual joint pre-training for speech and text
2022124 citationsauthor #9
Revisiting zero-shot cross-lingual topic identiﬁcation: baselines, languages and evaluation
20220 citationsauthor #42
XTREME-S: Evaluating Cross-lingual Speech Representations
202223 citationsauthor #1
CQM robust : A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching Models
20220 citationsauthor #16
One Step Is Enough for Few-Shot Cross-Lingual Transfer: Co-Training with Gradient Optimization
20220 citationsauthor #13
Lexicon based Fine-tuning of Multilingual Language Models for Sentiment Analysis of Low-resource Languages
20220 citationsauthor #1
FLEURS: FEW-Shot Learning Evaluation of Universal Representations of Speech
2022511 citationsauthor #1
SLAM: A Unified Encoder for Speech and Language Modeling via Speech-Text Joint Pre-Training
2021100 citationsauthor #9
Multilingual Speech Translation from Efficient Finetuning of Pretrained Models
2021166 citationsauthor #8
Large-Scale Self- and Semi-Supervised Learning for Speech Translation
202147 citationsauthor #6
RE: A Study for Restorable Embeddings
20210 citationsauthor #27
Turkish Named Entity Recognition: A Survey and Comparative Analysis
20210 citationsauthor #12
Language Level Classification on German Texts using a Neural Approach
20211 citationsauthor #10
XLTime: A Cross-Lingual Knowledge Transfer Framework for Zero-Shot Low-Resource Language Temporal Expression Extraction
20210 citationsauthor #7
Coming to its senses: Lessons learned from Approximating Retroﬁtted BERT representations for Word Sense information
20210 citationsauthor #12
Unsupervised Speech Recognition
2021295 citationsauthor #3
Detect Low-Resource Rumors in Microblog Posts via Adversarial Contrastive Learning
20210 citationsauthor #28
Learning Universal Sentence Embeddings with Large-scale Parallel Translation Datasets
20210 citationsauthor #1
Linguistic Diversity Scores for NLP Data Sets
20210 citationsauthor #8
Larger-Scale Transformers for Multilingual Masked Language Modeling
2021154 citationsauthor #5
A Two-Stage Curriculum Training Framework for NMT
20210 citationsauthor #4
HonestBait: Headline Generation via Faithful Forward Reference
20210 citationsauthor #3
A Deep Generative XAI Framework for Natural Language Inference Explanations Generation
20210 citationsauthor #15
Crossword: Estimating Unknown Embeddings using Cross Attention and Alignment Strategies
20210 citationsauthor #4
DAQE: Exploring the Direct Assessment on Word-Level Quality Estimation in Machine Translation
20210 citationsauthor #1
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale
2021951 citationsauthor #12
Self-training Improves Pre-training for Natural Language Understanding
2020171 citationsauthor #8
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning
2020583 citationsauthor #3
Self-Training and Pre-Training are Complementary for Speech Recognition
2020178 citationsauthor #5
Unsupervised Cross-lingual Representation Learning for Speech Recognition
2020937 citationsauthor #1
CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data
2019779 citationsauthor #3
Learning distributed representations of sentences using neural networks. (Apprentissage et applications de représentations multilingues distribuées)
20190 citationsauthor #1
Cross-lingual Language Model Pretraining
20192,940 citationsauthor #2
Unsupervised Cross-lingual Representation Learning at Scale
20197,957 citationsauthor #1
Emerging Cross-lingual Structure in Pretrained Language Models
2019302 citationsauthor #2
Phrase-Based & Neural Unsupervised Machine Translation
2018704 citationsauthor #3
XNLI: Cross-lingual Sentence Understanding through Inference
20180 citationsauthor #1
SentEval: An Evaluation Toolkit for Universal Sentence Representations
2018674 citationsauthor #1
XNLI: Evaluating Cross-lingual Sentence Representations
20181,554 citationsauthor #1
What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties
2018971 citationsauthor #1
Learning Visually Grounded Sentence Representations
201771 citationsauthor #2
Word Translation Without Parallel Data
20171,745 citationsauthor #1
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
20172,185 citationsauthor #1
Meta-Prod2Vec: Product Embeddings Using Side-Information for Recommendation
2016271 citationsauthor #3
Very Deep Convolutional Networks for Text Classification
20161,012 citationsauthor #3
Very Deep Convolutional Networks for Natural Language Processing
2016323 citationsauthor #1
LazerLab: A 3D scanner/tracer laser system with stereoscopic vision
20120 citationsauthor #2
Distortion correction, geometric calibration, and volume reconstruction for an isocentric C-Arm X-Ray system
20114 citationsauthor #4

TIMELINE

2011 4 citations

2012 0 citations

2016 1,606 citations

2017 4,001 citations

2018 3,903 citations

2019 11,978 citations

2020 1,869 citations

2021 1,714 citations

2022 683 citations

2023 824 citations

2024 10 citations

Alexis Conneau

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