Georgiana Ifrim

4 papers · 2010–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

Venues

ACL (3) COLING (1)

Top co-authors

Demian Gholipour Ghalandari (2) Chris Hokamp (2) Gerhard Weikum (1) John Glover (1) Demian Ghalandari (1) Nghia The Pham (1) Lizhen Qu (1)

Research topics

Natural Language Processing (3) Generation (3) Deep Learning (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Machine Learning (1) Reinforcement Learning (1) Applications (1) Core AI (1) Learning Types · Machine Learning (1) Methods (1)

Keywords

unsupervised learning (1) reinforcement learning (1) sequence labeling (1) policy gradient (1) dataset creation (1) sentence compression (1) text summarization (1) supervised learning (1) document clustering (1) evaluation metric (1) transformer fine-tuning (1) multi-document summarization (1) news summary (1) document cluster (1) timeline summarization (1) news summarization (1) date selection (1)

Papers

Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning ACL 2022 A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal ACL 2020 Examining the State-of-the-Art in News Timeline Summarization ACL 2020 The Bag-of-Opinions Method for Review Rating Prediction from Sparse Text Patterns COLING 2010