David Heineman
5 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
EMNLP (3)
ACL (1)
ICML (1)
Top co-authors
Keywords
text simplification
(2)
language model
(2)
text generation
(1)
conditional generation
(1)
evaluation metric
(1)
minimum bayes risk
(1)
human evaluation
(1)
correlation analysis
(1)
text generation evaluation
(1)
fine-grained evaluation
(1)
automatic metric
(1)
large language model
(1)
ensemble decoding
(1)
annotation platform
(1)
learnable metric
(1)
edit-based evaluation
(1)
yaml configuration
(1)
in-context learning
(1)
span-level evaluation
(1)
prompt engineering
(1)
Papers
DataDecide: How to Predict Best Pretraining Data with Small Experiments
ICML 2025
Improving Minimum Bayes Risk Decoding with Multi-Prompt
EMNLP 2024
LENS: A Learnable Evaluation Metric for Text Simplification
ACL 2023
Dancing Between Success and Failure: Edit-level Simplification Evaluation using SALSA
EMNLP 2023
Thresh: A Unified, Customizable and Deployable Platform for Fine-Grained Text Evaluation
EMNLP 2023