Jeffrey Heer
7 papers · 2013–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Conference Polyglot (5) π Academic Marathon (11) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Pioneer
Conferences
ACL (2)
EMNLP (2)
ICML (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
data augmentation
(2)
language model
(2)
counterfactual generation
(2)
model evaluation
(2)
text perturbation
(2)
language model agent
(1)
model explanation
(1)
scientific discovery
(1)
error analysis
(1)
code execution
(1)
text augmentation
(1)
nlp model
(1)
interactive tool
(1)
counterfactual rewriting
(1)
agent benchmarking
(1)
data-driven science
(1)
topic alignment
(1)
analytical decision making
(1)
reproducible research
(1)
gpt-2 finetuning
(1)
Papers
BLADE: Benchmarking Language Model Agents for Data-Driven Science
EMNLP 2024
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models
ACL 2021
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models
IJCNLP 2021
Errudite: Scalable, Reproducible, and Testable Error Analysis
ACL 2019
TopicCheck: Interactive Alignment for Assessing Topic Model Stability
NAACL 2015
Human Effort and Machine Learnability in Computer Aided Translation
EMNLP 2014
Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment
ICML 2013