Ann Clifton

5 papers · 2011–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

ACL (2) AISTATS (1) COLING (1) IJCNLP (1)

Top co-authors

Anoop Sarkar (3) Mark Schmidt (1) Gareth Jones (1) Rezvaneh Rezapour (1) Ben Carterette (1) Mohamed Ahmed (1) Jussi Karlgren (1) Rosie Jones (1) Winstead Zhu (1) Reza Babanezhad (1)

Research topics

Natural Language Processing (2) Generation · Natural Language Processing (2) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Machine Learning (1) Applications (1) Core AI (1) Core Methods (1) Generation · Computer Vision (1) Models (1) Optimization & Theory (1)

Keywords

stochastic gradient (1) speech recognition (1) text generation (1) information retrieval (1) text summarization (1) non-uniform sampling (1) convergence rate (1) conditional random field (1) content generation (1) user engagement (1) spoken language (1) ablation study (1) large language model (1) expert model (1) podcast preview (1) saga algorithm (1) document corpus (1) content summarization (1)

Papers

Transforming Podcast Preview Generation: From Expert Models to LLM-Based Systems ACL 2025 100,000 Podcasts: A Spoken English Document Corpus COLING 2020 Non-Uniform Stochastic Average Gradient Method for Training Conditional Random Fields AISTATS 2015 An Online Algorithm for Learning over Constrained Latent Representations using Multiple Views IJCNLP 2013 Combining Morpheme-based Machine Translation with Post-processing Morpheme Prediction ACL 2011