Laurent El Shafey

4 papers · 2019–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10)

Venues

Interspeech (3) EMNLP (1)

Top co-authors

Izhak Shafran (4) Hagen Soltau (4) Mingqiu Wang (3) Yuan Cao (1) Dian Yu (1)

Research topics

Healthcare & Medicine (2) Natural Language Processing (2) Speech & Audio (2) Clinical (2) Recognition (2) Artificial Intelligence (1) Deep Learning (1) Machine Learning (1) Analysis (1) Architectures (1) Core AI (1) Generation (1) Learning Paradigms (1) Learning Types (1) Understanding (1)

Keywords

speech recognition (2) named entity recognition (2) speaker diarization (2) recurrent neural network (1) pre-trained language model (1) clinical information extraction (1) knowledge grounding (1) medical conversation (1) rnn transducer (1) recurrent neural network transducer (1) dialog state tracking (1) medical transcription (1) sequence transduction (1) unstructured knowledge (1) medical entity recognition (1) confidence modeling (1) few-shot learning (1) alignment modeling (1) information extraction (1) knowledge graph (1)

Papers

Knowledge-grounded Dialog State Tracking EMNLP 2022 RNN Transducers for Named Entity Recognition with constraints on alignment for understanding medical conversations Interspeech 2022 Understanding Medical Conversations: Rich Transcription, Confidence Scores & Information Extraction Interspeech 2021 Joint Speech Recognition and Speaker Diarization via Sequence Transduction Interspeech 2019