Marzieh Tahaei

4 papers · 2022–2024 · 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 🗺️ Taxonomy Completionist (12) 🏆 Keyword Champion (2)

Venues

NAACL (2) ACL (1) EACL (1)

Top co-authors

Mehdi Rezagholizadeh (4) Ali Ghodsi (3) Vahid Nia (2) Boxing Chen (2) Ahmad Rashid (2) Mojtaba Valipour (1) Khalil Bibi (1) James Clark (1) Yimeng Wu (1) David Alfonso-hermelo (1)

Research topics

Machine Learning (4) Application Areas (4) Deep Learning (3) Natural Language Processing (2) Architectures (2) Optimization & Theory (2) Resources & Methods (2) Artificial Intelligence (1) Core AI (1) Generation (1) Learning Types (1) Models (1)

Keywords

knowledge distillation (3) model compression (3) large language model (2) kronecker decomposition (2) neural network optimization (1) efficient computing (1) instruction tuning (1) parameter efficient (1) hallucination mitigation (1) dynamic inference (1) pre-trained language model (1) parameter efficiency (1) citation generation (1) intermediate layer (1) transformer architecture (1) text generation (1)

Papers

Efficient Citer: Tuning Large Language Models for Enhanced Answer Quality and Verification NAACL 2024 Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference EACL 2024 KroneckerBERT: Significant Compression of Pre-trained Language Models Through Kronecker Decomposition and Knowledge Distillation NAACL 2022 Kronecker Decomposition for GPT Compression ACL 2022