mlsanityData to 7 Oct 2026

NLP Research and Resources at DaSciM, Ecole Polytechnique

arXiv 2112.00566 ↗First posted 1 Dec 2021cs.CLcited by 0

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Abstract (arXiv)

DaSciM (Data Science and Mining) part of LIX at Ecole Polytechnique, established in 2013 and since then producing research results in the area of large scale data analysis via methods of machine and deep learning. The group has been specifically active in the area of NLP and text mining with interesting results at methodological and resources level. Here follow our different contributions of interest to the AFIA community.

Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 15 of its 26 references that are in the map. First posted on arXiv 1 Dec 2021.

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15 of 26 references.

References · 15

  1. 2017Attention Is All You Needcited by 59,932
  2. 2018BERT: Pre-training of Deep Bidirectional Transformers for Language Understandingcited by 40,204
  3. 2019BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehensioncited by 5,874
  4. 2018Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximizationcited by 46
  5. 2020BARThez: a Skilled Pretrained French Sequence-to-Sequence Modelcited by 39
  6. 2019Message Passing Attention Networks for Document Understandingcited by 23
  7. 2021JuriBERT: A Masked-Language Model Adaptation for French Legal Textcited by 14
  8. 2021BERTweetFR : Domain Adaptation of Pre-Trained Language Models for French Tweetscited by 9
  9. 2018Word Embeddings from Large-Scale Greek Web Contentcited by 6
  10. 2020Speaker-change Aware CRF for Dialogue Act Classificationcited by 6
  11. 2020Performance in the Courtroom: Automated Processing and Visualization of Appeal Court Decisions in Francecited by 6
  12. 2020Unsupervised Word Polysemy Quantification with Multiresolution Grids of Contextual Embeddingscited by 5
3 more
  1. 2019Energy-based Self-attentive Learning of Abstractive Communities for Spoken Language Understandingcited by 4
  2. 2019Evaluation of Greek Word Embeddingscited by 3
  3. 2021Evaluation Of Word Embeddings From Large-Scale French Web Contentcited by 3

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