Keith Alcock

5 papers · 2019–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

NAACL (3) ACL (1) EMNLP (1)

Top co-authors

Mihai Surdeanu (5) Maria Alexeeva (3) Benjamin Gyori (2) Zheng Tang (2) Allegra A. Beal Cohen (2) Egoitz Laparra (2) Steven Bethard (2) Rebecca Sharp (2) Santadarshan Sadhu (1) Ajay Nagesh (1)

Research topics

Artificial Intelligence (4) Natural Language Processing (4) Machine Learning (3) Applications (3) Core AI (3) Core Methods (3) Bayesian & Probabilistic (1) Generation (1) Learning Paradigms (1) Learning Types (1) Resources & Methods (1)

Keywords

causal inference (1) probabilistic modeling (1) natural language processing (1) information extraction (1) natural language generation (1) knowledge representation (1) text representation (1) explanation generation (1) taxonomy construction (1) knowledge base (1) human-computer interaction (1) pre-trained language model (1) retrieval-augmented generation (1) annotation quality (1) sentence classification (1) causal modeling (1) expert knowledge (1) machine reading (1) neural classifier (1) subjective view (1)

Papers

Retrieval Augmented Generation of Subjective Explanations for Socioeconomic Scenarios NAACL 2024 The Grid: A semi-automated tool to support expert-driven modeling EMNLP 2024 Annotating and Training for Population Subjective Views ACL 2023 Taxonomy Builder: a Data-driven and User-centric Tool for Streamlining Taxonomy Construction NAACL 2022 Eidos, INDRA, & Delphi: From Free Text to Executable Causal Models NAACL 2019