Akshay Budhkar

4 papers · 2019–2021 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

Venues

NAACL (2) ACL (1) EMNLP (1)

Top co-authors

Frank Rudzicz (2) Parinaz Sobhani (1) Raphael Cohen (1) Jumana Nassour (1) Jason Levy (1) Ken Gu (1) Krishnapriya Vishnubhotla (1) Zilun Peng (1) Safwan Hossain (1) Ilana Tuil (1)

Research topics

Deep Learning (3) Machine Learning (3) Natural Language Processing (2) Core Methods (2) Artificial Intelligence (1) Speech & Audio (1) Application Areas (1) Applications (1) Architectures (1) Core AI (1) Generation (1) Learning Types (1) Models (1) Recognition (1) Techniques (1)

Keywords

word embedding (2) transformer architecture (1) latent dirichlet allocation (1) knowledge distillation (1) speech recognition (1) text generation (1) multimodal learning (1) model pretraining (1) semantic representation (1) energy efficiency (1) generative adversarial network (1) tabular data (1) text data (1) clinical text classification (1) wav2vec 2.0 (1) word error rate (1) alzheimer disease detection (1) speech recognition model (1) model compression (1) teacher-student approach (1)

Papers

A Package for Learning on Tabular and Text Data with Transformers NAACL 2021 Shrinking Bigfoot: Reducing wav2vec 2.0 footprint EMNLP 2021 Augmenting word2vec with latent Dirichlet allocation within a clinical application NAACL 2019 Generative Adversarial Networks for Text Using Word2vec Intermediaries ACL 2019