Weiyi Lu

4 papers · 2018–2022 · 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 · Silver 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

Venues

EMNLP (2) Interspeech (1) NAACL (1)

Top co-authors

Belinda Zeng (3) Yi Xu (3) Priyanka Nigam (2) Xiaodi Sun (2) Sunny Rajagopalan (2) Trishul Chilimbi (2) Thien Huu Nguyen (1) Jaspreet Singh (1) Peng Yang (1) Iman Keivanloo (1)

Research topics

Machine Learning (4) Learning Types · Machine Learning (3) Artificial Intelligence (2) Natural Language Processing (2) Application Areas (2) Learning Paradigms (2) Resources & Methods (2) Deep Learning (1) Interdisciplinary (1) Core Methods (1) Learning Types · Deep Learning (1) Linguistics (1)

Keywords

representation learning (1) multi-task learning (1) few-shot learning (1) binary classification (1) transfer learning (1) knowledge distillation (1) word sense disambiguation (1) event detection (1) audio classification (1) speech detection (1) language model (1) discrete prompt (1) prompt-based fine-tuning (1) task difficulty (1) voice assistant (1) overfitting prevention (1) neural network (1) dynamic prompt (1) asynchronous convergence (1) mask token representation (1)

Papers

Asynchronous Convergence in Multi-Task Learning via Knowledge Distillation from Converged Tasks NAACL 2022 DynaMaR: Dynamic Prompt with Mask Token Representation EMNLP 2022 CAM: Uninteresting Speech Detector Interspeech 2020 Similar but not the Same: Word Sense Disambiguation Improves Event Detection via Neural Representation Matching EMNLP 2018