---
title: "Institut national de recherche en sciences et technologies"
description: "55 works by researchers of Institut national de recherche en sciences et technologies du numérique in our library, the most cited first."
canonical: "https://research.elamur.ai/free/en/labs/institut-national-de-recherche-en-sciences-et-technologies-du-numerique/works/"
---
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# Works of Institut national de recherche en sciences et technologies du numérique

55 works · the most cited first · [← Institut national de recherche en sciences et technologies du numérique](https://md.research.elamur.ai/free/en/labs/institut-national-de-recherche-en-sciences-et-technologies-du-numerique/)

1. [**Emerging Properties in Self-Supervised Vision Transformers**Mathilde Caron, Hugo Touvron, Ishan Misra, et al.*2021 · 5,910 citations*](https://md.research.elamur.ai/free/en/papers/caron-2021-emerging-properties-self-supervised-vision/)
2. [**What Does BERT Learn about the Structure of Language?**Ganesh Jawahar, Benoît Sagot, Djamé Seddah*2019 · 1,789 citations*](https://md.research.elamur.ai/free/en/papers/jawahar-2019-what-does-bert-learn-about/)
3. [**DINOv2: Learning Robust Visual Features without Supervision**Maxime Oquab, Timothee Darcet, Theo Moutakanni, et al.*2023 · 1,425 citations*](https://md.research.elamur.ai/free/en/papers/oquab-2023-dinov2-learning-robust-visual-features/)
4. [**CamemBERT: a Tasty French Language Model**Louis Martin, Benjamin Muller, Pedro Javier Ortiz Suárez, et al.*2019 · 1,262 citations*](https://md.research.elamur.ai/free/en/papers/martin-2019-camembert-tasty-french-language-model/)
5. [**CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies**Daniel Zeman, Martin Popel, Milan Straka, et al.*2017 · 604 citations*](https://md.research.elamur.ai/free/en/papers/zeman-2017-conll-2017-shared-task-multilingual/)
6. [**Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets**Julia Kreutzer, Isaac Caswell, Lisa Wang, et al.*2021 · 447 citations*](https://md.research.elamur.ai/free/en/papers/kreutzer-2021-quality-glance-audit-web-crawled/)
7. [**Survey of Low-Resource Machine Translation**Barry Haddow, Rachel Bawden, Antonio Valerio Miceli Barone, et al.*2022 · 251 citations*](https://md.research.elamur.ai/free/en/papers/haddow-2022-survey-low-resource-machine-translation/)
8. [**A General Theoretical Paradigm to Understand Learning from Human Preferences**Mohammad Gheshlaghi Azar, Mark Rowland, Bilal Piot, et al.*2023 · 250 citations*](https://md.research.elamur.ai/free/en/papers/azar-2023-general-theoretical-paradigm-understand-learning/)
9. [**Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich Languages**Djamé Seddah, Reut Tsarfaty, Sandra Kübler, et al.*2013 · 244 citations*](https://md.research.elamur.ai/free/en/papers/seddah-2013-overview-spmrl-2013-shared-task/)
10. [**Humanity's Last Exam**Long Phan, Alice Gatti, Ziwen Han, et al.*2025 · 235 citations*](https://md.research.elamur.ai/free/en/papers/phan-2025-humanity-s-last-exam/)
11. [**Membership Inference Attacks against Machine Learning Models**Reza Shokri, Marco Stronati, Congzheng Song, et al.*2016 · 232 citations*](https://md.research.elamur.ai/free/en/papers/shokri-2016-membership-inference-attacks-against-machine/)
12. [**Lexical Markup Framework (LMF)**Gil Francopoulo, Monte George, Nicoletta Calzolari, et al.*2006 · 223 citations*](https://md.research.elamur.ai/free/en/papers/francopoulo-2006-lexical-markup-framework-lmf/)
13. [**A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages**Pedro Javier Ortiz Suárez, Laurent Romary, Benoît Sagot*2020 · 219 citations*](https://md.research.elamur.ai/free/en/papers/suarez-2020-monolingual-approach-contextualized-word-embeddings/)
14. [**ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations**Fernando Alva-Manchego, Louis Martin, Antoine Bordes, et al.*2020 · 215 citations*](https://md.research.elamur.ai/free/en/papers/manchego-2020-asset-dataset-tuning-evaluation-sentence/)
15. [**Multilingual Projection for Parsing Truly Low-Resource Languages**Željko Agić, Anders Johannsen, Barbara Plank, et al.*2016 · 195 citations*](https://md.research.elamur.ai/free/en/papers/agic-2016-multilingual-projection-parsing-truly-low/)
16. [**When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models**Benjamin Muller, Antonios Anastasopoulos, Benoît Sagot, et al.*2021 · 189 citations*](https://md.research.elamur.ai/free/en/papers/muller-2021-when-being-unseen-mbert-is/)
17. [**SeamlessM4T: Massively Multilingual & Multimodal Machine Translation**Seamless Communication, Loic Barrault, Yu-An Chung, et al.*2023 · 183 citations*](https://md.research.elamur.ai/free/en/papers/communication-2023-seamlessm4t-massively-multilingual-multimodal-machine/)
18. [**Findings of the WMT24 General Machine Translation Shared Task: The LLM Era Is Here but MT Is Not Solved Yet**Tom Kocmi, Eleftherios Avramidis, Rachel Bawden, et al.*2024 · 177 citations*](https://md.research.elamur.ai/free/en/papers/kocmi-2024-findings-wmt24-general-machine-translation/)
19. [**LEXCONN: A French Lexicon of Discourse Connectives**Charlotte Roze, Laurence Danlos, Philippe Muller*2012 · 173 citations*](https://md.research.elamur.ai/free/en/papers/roze-2012-lexconn-french-lexicon-discourse-connectives/)
20. [**Seamless: Multilingual Expressive and Streaming Speech Translation**Seamless Communication, Loic Barrault, Yu-An Chung, et al.*2023 · 171 citations*](https://md.research.elamur.ai/free/en/papers/communication-2023-seamless-multilingual-expressive-streaming-speech/)
21. [**Specialized Models and Ranking for Coreference Resolution**Pascal Denis, Jason Baldridge*2008 · 171 citations*](https://md.research.elamur.ai/free/en/papers/denis-2008-specialized-models-ranking-coreference-resolution/)
22. [**On Generative Spoken Language Modeling from Raw Audio**Kushal Lakhotia, Eugene Kharitonov, Wei-Ning Hsu, et al.*2021 · 165 citations*](https://md.research.elamur.ai/free/en/papers/lakhotia-2021-generative-spoken-language-modeling-raw/)
23. [**BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions**Terry Yue Zhuo, Minh Chien Vu, Jenny Chim, et al.*2024 · 163 citations*](https://md.research.elamur.ai/free/en/papers/zhuo-2024-bigcodebench-benchmarking-code-generation-diverse/)
24. [**Statistical French Dependency Parsing: Treebank Conversion and First Results**Marie Candito, Benoît Crabbé, Pascal Denis*2010 · 162 citations*](https://md.research.elamur.ai/free/en/papers/candito-2010-statistical-french-dependency-parsing-treebank/)
25. [**EASSE: Easier Automatic Sentence Simplification Evaluation**Fernando Alva-Manchego, Louis Martin, Carolina Scarton, et al.*2019 · 162 citations*](https://md.research.elamur.ai/free/en/papers/manchego-2019-easse-easier-automatic-sentence-simplification/)
26. [**A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation**David Ifeoluwa Adelani, Jesujoba Oluwadara Alabi, Angela Fan, et al.*2022 · 155 citations*](https://md.research.elamur.ai/free/en/papers/adelani-2022-few-thousand-translations-go-long/)
27. [**Towards a Cleaner Document-Oriented Multilingual Crawled Corpus**Julien Abadji, Pedro Ortiz Suarez, Laurent Romary, et al.*2022 · 154 citations*](https://md.research.elamur.ai/free/en/papers/abadji-2022-towards-cleaner-document-oriented-multilingual/)
28. [**SUD or Surface-Syntactic Universal Dependencies: An annotation scheme near-isomorphic to UD**Kim Gerdes, Bruno Guillaume, Sylvain Kahane, et al.*2018 · 144 citations*](https://md.research.elamur.ai/free/en/papers/gerdes-2018-sud-or-surface-syntactic-universal/)
29. [**Task-aware Retrieval with Instructions**Akari Asai, Timo Schick, Patrick Lewis, et al.*2023 · 131 citations*](https://md.research.elamur.ai/free/en/papers/asai-2023-task-aware-retrieval-instructions/)
30. [**MUSS: Multilingual Unsupervised Sentence Simplification by Mining Paraphrases**Louis Martin, Angela Fan, Éric de la Clergerie, et al.*2022 · 117 citations*](https://md.research.elamur.ai/free/en/papers/martin-2022-muss-multilingual-unsupervised-sentence-simplification/)
31. [**French CrowS-Pairs: Extending a challenge dataset for measuring social bias in masked language models to a language other than English**Aurélie Névéol, Yoann Dupont, Julien Bezançon, et al.*2022 · 107 citations*](https://md.research.elamur.ai/free/en/papers/neveol-2022-french-crows-pairs-extending-challenge/)
32. [**Comparing Word Representations for Implicit Discourse Relation Classification**Chloé Braud, Pascal Denis*2015 · 83 citations*](https://md.research.elamur.ai/free/en/papers/braud-2015-comparing-word-representations-implicit-discourse/)
33. [**UniMorph 4.0: Universal Morphology**Khuyagbaatar Batsuren, Omer Goldman, Salam Khalifa*2022 · 82 citations*](https://md.research.elamur.ai/free/en/papers/batsuren-2022-unimorph-4/)
34. [**Findings of the WMT25 General Machine Translation Shared Task: Time to Stop Evaluating on Easy Test Sets**Tom Kocmi, Ekaterina Artemova, Eleftherios Avramidis, et al.*2025 · 73 citations*](https://md.research.elamur.ai/free/en/papers/kocmi-2025-findings-wmt25-general-machine-translation/)
35. [**Developing a French FrameNet: Methodology and First results**Marie Candito, Pascal Amsili, Lucie Barque, et al.*2014 · 63 citations*](https://md.research.elamur.ai/free/en/papers/candito-2014-developing-french-framenet-methodology-first/)
36. [**Learning Connective-based Word Representations for Implicit Discourse Relation Identification**Chloé Braud, Pascal Denis*2016 · 56 citations*](https://md.research.elamur.ai/free/en/papers/braud-2016-learning-connective-based-word-representations/)
37. [**Overview of the IWPT 2020 Shared Task on Parsing into Enhanced Universal Dependencies**Gosse Bouma, Djamé Seddah, Daniel Zeman*2020 · 52 citations*](https://md.research.elamur.ai/free/en/papers/bouma-2020-overview-iwpt-2020-shared-task/)
38. [**Learning Recursive Segments for Discourse Parsing**Stergos Afantenos, Pascal Denis, Philippe Muller, et al.*2010 · 43 citations*](https://md.research.elamur.ai/free/en/papers/afantenos-2010-learning-recursive-segments-discourse-parsing/)
39. [**FDTB1, the first stage of the French Discourse Treebank project: identifying discourse connectives in a corpus (FDTB1, première étape du projet « French Discourse Treebank » : repérage des connecteurs de discours en corpus)**Laurence Danlos, Margot Colinet, Jacques Steinlin*2015 · 34 citations*](https://md.research.elamur.ai/free/en/papers/danlos-2015-fdtb1-premiere-etape-projet-french/)
40. [**Improving Surface-syntactic Universal Dependencies (SUD): MWEs and deep syntactic features**Kim Gerdes, Bruno Guillaume, Sylvain Kahane, et al.*2019 · 30 citations*](https://md.research.elamur.ai/free/en/papers/gerdes-2019-improving-surface-syntactic-universal-dependencies/)
41. [**From Raw Text to Enhanced Universal Dependencies: The Parsing Shared Task at IWPT 2021**Gosse Bouma, Djamé Seddah, Daniel Zeman*2021 · 30 citations*](https://md.research.elamur.ai/free/en/papers/bouma-2021-raw-text-enhanced-universal-dependencies/)
42. [**Can Multilingual Language Models Transfer to an Unseen Dialect? A Case Study on North African Arabizi**Benjamin Muller, Benoit Sagot, Djame Seddah*2020 · 26 citations*](https://md.research.elamur.ai/free/en/papers/muller-2020-multilingual-language-models-transfer-unseen/)
43. [**Discourse Relation Prediction and Discourse Parsing in Dialogues with Minimal Supervision**Chuyuan Li, Chloé Braud, Maxime Amblard, et al.*2024 · 12 citations*](https://md.research.elamur.ai/free/en/papers/li-2024-discourse-relation-prediction-discourse-parsing/)
44. [**Graph Rewriting for Enhanced Universal Dependencies**Bruno Guillaume, Guy Perrier*2021 · 6 citations*](https://md.research.elamur.ai/free/en/papers/guillaume-2021-graph-rewriting-enhanced-universal-dependencies/)
45. [**When to generate hedges in peer-tutoring interactions**Alafate Abulimiti, Chloé Clavel, Justine Cassell*2023 · 4 citations*](https://md.research.elamur.ai/free/en/papers/abulimiti-2023-when-generate-hedges-peer-tutoring/)
46. [**A Classifier of Word-Level Variants in Witnesses of Biblical Hebrew Manuscripts**Iglika Nikolova-Stoupak, Maxime Amblard, Sophie Robert-Hayek, et al.*2025 · 1 citation*](https://md.research.elamur.ai/free/en/papers/stoupak-2025-classifier-word-level-variants-witnesses/)
47. [**A prototype for projecting HPSG syntactic lexica towards LMF**Kais Haddar, Hela Fehri, Laurent Romary*2012 · 1 citation*](https://md.research.elamur.ai/free/en/papers/haddar-2012-prototype-projecting-hpsg-syntactic-lexica/)
48. [**OcWikiDialects: A Wikipedia Dataset With Rich Metadata for Occitan Dialect Identification**Oriane Nédey, Rachel Bawden, Thibault Clérice, et al.*2026 · 1 citation*](https://md.research.elamur.ai/free/en/papers/nedey-2026-ocwikidialects-wikipedia-dataset-rich-metadata/)
49. [**Parallel Corpora of Scholarly Documents for English-French Machine Translation**Ziqian Peng, Lichao Zhu, Rachel Bawden, et al.*2026 · 1 citation*](https://md.research.elamur.ai/free/en/papers/peng-2026-parallel-corpora-scholarly-documents-english/)
50. [**Sema System for the DMR 2026 Shared Task: Multistage UMR Parsing with Qwen3-4B**Rémi de Vergnette, Maxime Amblard*2026 · 1 citation*](https://md.research.elamur.ai/free/en/papers/vergnette-2026-sema-system-dmr-2026-shared/)
51. [**BEReshiT: an Ancient Hebrew Model based on DictaBERT**Iglika Nikolova-Stoupak, Maxime Amblard, Frédérique Rey*2026*](https://md.research.elamur.ai/free/en/papers/stoupak-2026-bereshit-ancient-hebrew-model-based/)
52. [**When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents**Virginie Mouilleron, Théo Lasnier, Anna Mosolova, et al.*2026*](https://md.research.elamur.ai/free/en/papers/mouilleron-2026-when-tables-go-crazy-evaluating/)
53. [**When the Gold Standard Isn't Necessarily Standard: Challenges of Evaluating the Translation of User-Generated Content**Lydia Nishimwe, Benoît Sagot, Rachel Bawden*2026*](https://md.research.elamur.ai/free/en/papers/nishimwe-2026-when-gold-standard-isn-t/)
54. [**Extracting First Order Logic formulas from graphical semantic representations**Rémi de Vergnette, Vincent Tourneur, Maxime Amblard*2026*](https://md.research.elamur.ai/free/en/papers/vergnette-2026-extracting-first-order-logic-formulas/)
55. [**From Categories to Decisions: A Framework for Attitudinal Analysis of Evaluative Language**Jiamei Zeng, Haitao Wang, Harry Bunt, et al.*2026*](https://md.research.elamur.ai/free/en/papers/zeng-2026-categories-decisions-framework-attitudinal-analysis/)
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