Louis Martin

8 papers · 2018–2024 · 5 venues · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver

👥 Mega-Team · Squad 📈 Trend Setter

Venues

EMNLP (3) ACL (2) CoNLL (1) EACL (1) NAACL (1)

Top co-authors

Benoît Sagot (3) Shruti Bhosale (2) Benjamin Muller (2) Carolina Scarton (2) Nora Kassner (2) Nicola Cancedda (2) Djamé Seddah (2) Lucia Specia (2) Fernando Alva-Manchego (2) Patrick Lewis (1)

Research topics

Natural Language Processing (6) Machine Learning (4) Deep Learning (3) Application Areas (3) Resources & Methods (3) Artificial Intelligence (2) Applications (2) Architectures (2) Core AI (2) Generation (2) Techniques (2) Understanding (2) Computer Vision (1) Core Methods (1) Models (1)

Keywords

text simplification (2) sentence simplification (2) multilingual nlp (1) entity linking (1) named entity recognition (1) dependency parsing (1) part-of-speech tagging (1) quality estimation (1) instruction tuning (1) semantic similarity (1) knowledge graph (1) language model (1) text embedding (1) continual pre-training (1) position encoding (1) compression ratio (1) retrieval augmentation (1) long context (1) word embedding (1) sentence representation (1)

Papers

Effective Long-Context Scaling of Foundation Models NAACL 2024 ERATE: Efficient Retrieval Augmented Text Embeddings EACL 2023 Polar Ducks and Where to Find Them: Enhancing Entity Linking with Duck Typing and Polar Box Embeddings EMNLP 2023 Efficient Large Scale Language Modeling with Mixtures of Experts EMNLP 2022 ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations ACL 2020 CamemBERT: a Tasty French Language Model ACL 2020 EASSE: Easier Automatic Sentence Simplification Evaluation EMNLP 2019 ELMoLex: Connecting ELMo and Lexicon Features for Dependency Parsing CoNLL 2018