Will Aitken

3 papers · 2022–2024 · 2 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 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

ACL (2) EMNLP (1)

Top co-authors

Xiaodan Zhu (2) Stephen W. Thomas (1) Mohamed Abdalla (1) Jonathan Li (1) Xianzhi Li (1) Rohan Bhambhoria (1) Karen Rudie (1) Catherine Stinson (1)

Research topics

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

Keywords

large language model (2) prefix tuning (2) model adaptation (1) citation analysis (1) pre-trained model (1) parameter-efficient tuning (1) survey methodology (1) long sequence (1) virtual agent (1) open intent detection (1) research artifact (1) industry artifact reliance (1) pre-trained model usage (1) research collaboration analysis (1) corporate influence quantification (1) benchmark performance (1) adaptive decision boundary (1) industry collaboration (1) research community (1) benchmark evaluation (1)

Papers

Collaboration or Corporate Capture? Quantifying NLP’s Reliance on Industry Artifacts and Contributions ACL 2024 Prefix Propagation: Parameter-Efficient Tuning for Long Sequences ACL 2023 Learning Better Intent Representations for Financial Open Intent Classification EMNLP 2022