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Aashka Trivedi

3 papers · 2023–2024 · 1 venue · 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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🌉 Interdisciplinary Bridge · Bronze 👥 Mega-Team · Squad

Venues

EMNLP (3)

Top co-authors

Bishwaranjan Bhattacharjee (3) Rong Zhang (2) Takuma Udagawa (2) Michele Merler (1) Masayasu Muraoka (1) Megan Ansdell (1) Panagiotis Vagenas (1) Sylvain V. Costes (1) Elizabeth Fancher (1) Michael M. Little (1)

Research topics

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

Keywords

knowledge distillation (2) contrastive learning (1) domain adaptation (1) attention mechanism (1) named entity recognition (1) information retrieval (1) language model (1) text embedding (1) multi-head attention (1) offensive speech detection (1) domain-specific language model (1) hate speech (1) large language model (1) scientific nlp (1) model compression (1) hidden state transfer (1)

Papers

INDUS: Effective and Efficient Language Models for Scientific Applications EMNLP 2024 A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models EMNLP 2023 Muted: Multilingual Targeted Offensive Speech Identification and Visualization EMNLP 2023