Davis Liang
11 papers · 2017–2025 · 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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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (35)
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Century Club · Bronze
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Prolific Year · Productive
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Natural Language Processing
(8)
Machine Learning
(7)
Deep Learning
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Applications
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Learning Types · Machine Learning
(4)
Learning Types · Deep Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
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(3)
Resources & Methods
(3)
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(2)
Generation
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Techniques
(2)
Healthcare & Medicine
(1)
Keywords
language model
(5)
pre-trained language model
(3)
masked language model
(2)
knowledge distillation
(2)
natural language processing
(2)
model compression
(2)
sentiment analysis
(1)
transfer learning
(1)
multi-task learning
(1)
attention mechanism
(1)
model robustness
(1)
machine translation
(1)
multilingual nlp
(1)
cross-lingual transfer
(1)
self-attention mechanism
(1)
text generation
(1)
document summarization
(1)
natural language generation
(1)
automatic speech recognition
(1)
model calibration
(1)
Papers
From Feedback to Checklists: Grounded Evaluation of AI-Generated Clinical Notes
EMNLP 2025
Fast Evidence Extraction for Grounded Language Model Outputs
EMNLP 2024
The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants
ACL 2024
A Study on Knowledge Distillation from Weak Teacher for Scaling Up Pre-trained Language Models
ACL 2023
Co-training and Co-distillation for Quality Improvement and Compression of Language Models
EMNLP 2023
Generating Hashtags for Short-form Videos with Guided Signals
ACL 2023
RoAST: Robustifying Language Models via Adversarial Perturbation with Selective Training
EMNLP 2023
XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models
EMNLP 2023
Improve Transformer Models with Better Relative Position Embeddings
EMNLP 2020
Masked Language Model Scoring
ACL 2020
Deep Automated Multi-task Learning
IJCNLP 2017