Pierre Holat

7 papers · 2022–2024 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

EMNLP (3) AAAI (1) ACL (1) NAACL (1) SemEval (1)

Top co-authors

Urchade Zaratiana (7) Thierry Charnois (6) Nadi Tomeh (6) Niama El Khbir (1) Maha Ben-fares (1) Niama Elkhbir (1) Simon Hernandez (1)

Research topics

Natural Language Processing (7) Understanding (5) Machine Learning (3) Applications (2) Core Methods (2) Artificial Intelligence (1) Deep Learning (1) Application Areas (1) Architectures (1) Core AI (1) Resources & Methods (1)

Keywords

named entity recognition (6) sequence labeling (4) span representation (2) conditional random field (2) relation extraction (1) machine-generated text detection (1) graph generation (1) syntactic analysis (1) span prediction (1) dynamic programming (1) entity extraction (1) bidirectional transformer (1) semi-markov crf (1) decoding algorithm (1) token-level prediction (1) span classification (1) text segmentation (1) span selection (1) text processing (1) transformer encoder-decoder (1)

Papers

An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction AAAI 2024 FI Group at SemEval-2024 Task 8: A Syntactically Motivated Architecture for Multilingual Machine-Generated Text Detection SemEval 2024 GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer NAACL 2024 Filtered Semi-Markov CRF EMNLP 2023 Global Span Selection for Named Entity Recognition EMNLP 2022 GNNer: Reducing Overlapping in Span-based NER Using Graph Neural Networks ACL 2022 Named Entity Recognition as Structured Span Prediction EMNLP 2022