Jeffrey Sorensen

15 papers · 2003–2024 · 6 venues · across top CS/AI venues

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Achievements

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

🧭 Keyword Pioneer ❓ The Questioner 🔥 Unstoppable · Bronze 💎 Century Club · Bronze

Venues

ACL (5) NAACL (3) SemEval (3) EMNLP (2) COLING (1) EACL (1)

Top co-authors

John Pavlopoulos (6) Léo Laugier (5) Lucas Dixon (5) Ion Androutsopoulos (4) Nithum Thain (3) Katerina Korre (2) Alyssa Lees (2) Katrin Tomanek (1) Marcos Zampieri (1) Kishore Papineni (1)

Research topics

Machine Learning (10) Artificial Intelligence (8) Application Areas (7) Core AI (7) Natural Language Processing (6) Applications (6) Core Methods (4) Learning Types (4) Interdisciplinary (2) Social (2) Understanding (2) Deep Learning (1) Architectures (1) Learning Paradigms (1)

Keywords

text classification (7) hate speech detection (4) toxicity detection (3) content moderation (3) rationale extraction (2) toxic span detection (2) sequence labeling (2) multi-label classification (1) natural language processing (1) few-shot learning (1) multimodal learning (1) language model (1) named entity recognition (1) knowledge distillation (1) text style transfer (1) meme classification (1) context modeling (1) denoising autoencoder (1) self-supervised learning (1) binary classification (1)

Papers

Countering Hateful and Offensive Speech Online - Open Challenges EMNLP 2024 Towards a Unified Framework for Adaptable Problematic Content Detection via Continual Learning NAACL 2024 Harmful Language Datasets: An Assessment of Robustness ACL 2023 JUAGE at SemEval-2023 Task 10: Parameter Efficient Classification SemEval 2023 From the Detection of Toxic Spans in Online Discussions to the Analysis of Toxic-to-Civil Transfer ACL 2022 Lost in Distillation: A Case Study in Toxicity Modeling NAACL 2022 SemEval-2022 Task 5: Multimedia Automatic Misogyny Identification SemEval 2022 Civil Rephrases Of Toxic Texts With Self-Supervised Transformers EACL 2021 SemEval-2021 Task 5: Toxic Spans Detection SemEval 2021 Six Attributes of Unhealthy Conversations EMNLP 2020 Toxicity Detection: Does Context Really Matter? ACL 2020 The OpenGrm open-source finite-state grammar software libraries ACL 2012 Syntax Based Reordering with Automatically Derived Rules for Improved Statistical Machine Translation COLING 2010 Dependency Tree Kernels for Relation Extraction ACL 2004 TIPS: A Translingual Information Processing System NAACL 2003