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Michele Merler

3 papers · 2021–2023 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

AAAI (1) ACL (1) EMNLP (1)

Top co-authors

Bishwaranjan Bhattacharjee (2) Chun-Fu Richard Chen (1) Mayoore S Jaiswal (1) Kandan Ramakrishnan (1) Ulrich Finkler (1) Mihir Choudhury (1) Rogerio Feris (1) Takuma Udagawa (1) Raju Pavuluri (1) Hui Wu (1)

Research topics

Machine Learning (3) Application Areas (2) Artificial Intelligence (1) Deep Learning (1) Natural Language Processing (1) Applications (1) Core AI (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

domain adaptation (2) transfer learning (2) metric learning (1) knowledge distillation (1) neural architecture search (1) language model (1) pre-trained language model (1) multi-head attention (1) siamese network (1) architecture optimization (1) entity standardization (1) contrastive siamese network (1) hidden state transfer (1) model compression (1) architecture transfer (1) contrastive learning (1)

Papers

A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models EMNLP 2023 CoSiNES: Contrastive Siamese Network for Entity Standardization ACL 2023 NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search AAAI 2021