Brian Mac Namee

3 papers · 2023–2024 · 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 (11) ❓ The Questioner

Venues

AAAI (1) ACL (1) NeurIPS (1)

Top co-authors

Jinghui Lu (3) Rui Zhao (2) Fei Tan (2) Dongsheng Zhu (1) Xuejing Liu (1) Yanjie Wang (1) Ziwei Yang (1) Weidong Han (1) Can Huang (1)

Research topics

Natural Language Processing (3) Resources & Methods (3) Deep Learning (2) Machine Learning (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Understanding (2) Artificial Intelligence (1) Applications (1) Core Methods (1) Learning Paradigms (1)

Keywords

prompt learning (2) named entity recognition (2) text classification (1) pre-trained language model (1) multi-domain learning (1) inference speed (1) unified model (1) parallel decoding (1) entity type (1) perplexity selection (1) large language model (1) zero-shot learning (1) multi-corpus training (1) domain adaptation (1)

Papers

PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity Recognition NeurIPS 2024 PUnifiedNER: A Prompting-Based Unified NER System for Diverse Datasets AAAI 2023 What Makes Pre-trained Language Models Better Zero-shot Learners? ACL 2023