Maxime DARRIN

6 papers · 2023–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

ACL (3) AAAI (1) EMNLP (1) NeurIPS (1)

Top co-authors

Pablo Piantanida (6) Philippe FORMONT (3) Jackie Cheung (2) Pierre Colombo (2) Geraldine Damnati (1) Ismail Ben Ayed (1) Eduardo Dadalto Camara Gomes (1) Jackie Chi Kit CHEUNG (1) Ines Arous (1) Loïc Fosse (1)

Research topics

Machine Learning (4) Artificial Intelligence (2) Application Areas (2) Core AI (2) Core Methods (2) Optimization & Theory (2) Natural Language Processing (1) Generation (1) Learning Paradigms (1) Learning Types (1)

Keywords

out-of-distribution detection (2) downstream task (2) representation learning (2) text classification (2) anomaly detection (1) opinion mining (1) self-supervised learning (1) summarization evaluation (1) mutual information (1) probability calibration (1) pragmatic reasoning (1) model reliability (1) multi-document summarization (1) neural language model (1) embedding model (1) rational speech act (1) score aggregation (1) layer-wise aggregation (1) textual anomaly detection (1) layer-wise scoring (1)

Papers

Statistical Deficiency for Task Inclusion Estimation ACL 2025 COSMIC: Mutual Information for Task-Agnostic Summarization Evaluation ACL 2024 GLIMPSE: Pragmatically Informative Multi-Document Summarization for Scholarly Reviews ACL 2024 Unsupervised Layer-Wise Score Aggregation for Textual OOD Detection AAAI 2024 When is an Embedding Model More Promising than Another? NeurIPS 2024 RainProof: An Umbrella to Shield Text Generator from Out-Of-Distribution Data EMNLP 2023