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Izhak Shafran

26 papers · 2006–2024 · 9 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (9) πŸ—ΊοΈ Taxonomy Completionist (43) 🐝 Cross-Pollinator (13) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer πŸƒ Academic Marathon (18) 🀝 Dynamic Duo (10) πŸ‘₯ Mega-Team (49) 🧬 Topic Evolution πŸš€ Conference Pioneer ⚑ Prolific Year (6) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (92) πŸ’Ž Century Club (26) ❓ The Questioner

Conferences

INTERSPEECH (8) EMNLP (5) ACL (4) NAACL (4) COLING (1) ICLR (1) IJCNLP (1) NIPS (1) RSS (1)

Top co-authors

Mingqiu Wang (10) Yuan Cao (8) Hagen Soltau (7) Dian Yu (4) Nan Du (4) Laurent El Shafey (4) Brian Roark (4) Jeffrey Zhao (4) Karthik Narasimhan (3) Arun Narayanan (3)

Keywords

named entity recognition (5) language model (4) speech recognition (4) automatic speech recognition (4) dialog state tracking (3) clinical conversation (3) feature extraction (2) data multiplexing (2) neural network (2) relation extraction (2) task-oriented dialog (2) transfer learning (2) clinical entity extraction (2) acoustic model (2) acoustic modeling (2) model compression (2) hierarchical model (2) speaker diarization (2) pre-trained language model (2) dialog system (2)

Papers

Learning to Learn Faster from Human Feedback with Language Model Predictive Control RSS 2024
Tree of Thoughts: Deliberate Problem Solving with Large Language Models NIPS 2023
MUX-PLMs: Pre-training Language Models with Data Multiplexing ACL 2023
AnyTOD: A Programmable Task-Oriented Dialog System EMNLP 2023
MUX-PLMs: Data Multiplexing for High-throughput Language Models EMNLP 2023
ReAct: Synergizing Reasoning and Acting in Language Models ICLR 2023
Speech Aware Dialog System Technology Challenge (DSTC11) INTERSPEECH 2023
Knowledge-grounded Dialog State Tracking EMNLP 2022
Unsupervised Slot Schema Induction for Task-oriented Dialog NAACL 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
Audio De-identification - a New Entity Recognition Task NAACL 2019
Learning to Infer Entities, Properties and their Relations from Clinical Conversations IJCNLP 2019
Learning to Infer Entities, Properties and their Relations from Clinical Conversations EMNLP 2019
Joint Speech Recognition and Speaker Diarization via Sequence Transduction INTERSPEECH 2019
Extracting Symptoms and their Status from Clinical Conversations ACL 2019
Adaptive Multichannel Dereverberation for Automatic Speech Recognition INTERSPEECH 2017
Acoustic Modeling for Google Home INTERSPEECH 2017
Reducing the Computational Complexity of Multimicrophone Acoustic Models with Integrated Feature Extraction INTERSPEECH 2016
Complex Linear Projection (CLP): A Discriminative Approach to Joint Feature Extraction and Acoustic Modeling INTERSPEECH 2016
Discriminative Joint Modeling of Lexical Variation and Acoustic Confusion for Automated Narrative Retelling Assessment NAACL 2013
Hello, Who is Calling?: Can Words Reveal the Social Nature of Conversations? NAACL 2012
Lexicographic Semirings for Exact Automata Encoding of Sequence Models ACL 2011
PCFGs with Syntactic and Prosodic Indicators of Speech Repairs ACL 2006
PCFGs with Syntactic and Prosodic Indicators of Speech Repairs COLING 2006
Corrective Models for Speech Recognition of Inflected Languages EMNLP 2006