Gus Hahn-Powell

10 papers · 2015–2024 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16)

🧬 Topic Evolution 🔥 Unstoppable · Bronze 💎 Century Club · Bronze

Venues

ACL (3) COLING (3) NAACL (3) EACL (1)

Top co-authors

Marco A. Valenzuela-Escárcega (7) Mihai Surdeanu (7) Robert Vacareanu (3) Enrique Noriega-Atala (3) Rebecca Sharp (2) Mohammed AlShakhori (1) Fan Luo (1) Zheng Tang (1) Reda Al-Bahrani (1) Arie Sutiono (1)

Research topics

Machine Learning (6) Natural Language Processing (5) Learning Types (5) Applications (4) Core Methods (4) Artificial Intelligence (3) Deep Learning (2) Architectures (2) Core AI (2) Application Areas (1) Learning Paradigms (1) Resources & Methods (1) Understanding (1)

Keywords

information extraction (3) program synthesis (2) rule synthesis (2) named entity recognition (2) knowledge graph (2) data augmentation (1) relation extraction (1) masked language model (1) token classification (1) partial annotation (1) long short-term memory (1) recurrent neural network (1) transformer network (1) feature engineering (1) pretrained embedding (1) scientific discovery (1) event extraction (1) constituency tree (1) dialect identification (1) low resource (1)

Papers

Active Learning Design Choices for NER with Transformers COLING 2024 A Human-machine Interface for Few-shot Rule Synthesis for Information Extraction NAACL 2022 Neural-Guided Program Synthesis of Information Extraction Rules Using Self-Supervision COLING 2022 Syntax-driven Data Augmentation for Named Entity Recognition COLING 2022 Country-level Arabic Dialect Identification using RNNs with and without Linguistic Features EACL 2021 Exploring Interpretability in Event Extraction: Multitask Learning of a Neural Event Classifier and an Explanation Decoder ACL 2020 Enabling Search and Collaborative Assembly of Causal Interactions Extracted from Multilingual and Multi-domain Free Text NAACL 2019 Scientific Discovery as Link Prediction in Influence and Citation Graphs NAACL 2018 Swanson linking revisited: Accelerating literature-based discovery across domains using a conceptual influence graph ACL 2017 A Domain-independent Rule-based Framework for Event Extraction ACL 2015