Janet B. Pierrehumbert
10 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (31) π Conference Polyglot Β· Silver ποΈ Keyword Collector (59)
β‘
Prolific Year Β· Productive
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Top co-authors
Research topics
Natural Language Processing
(7)
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI
(6)
Core Methods
(4)
Learning Types
(4)
Resources & Methods
(4)
Applications Β· Natural Language Processing
(3)
Application Areas
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Analysis
(1)
Applications Β· Data Science & Analytics
(1)
Keywords
large language model
(4)
word embedding
(2)
benchmark evaluation
(2)
zero-shot learning
(1)
logical reasoning
(1)
fact verification
(1)
transfer learning
(1)
lexical semantics
(1)
argument extraction
(1)
text analysis
(1)
semantic analysis
(1)
text representation
(1)
bias detection
(1)
probing analysis
(1)
pragmatic reasoning
(1)
gradient boosting
(1)
semantic embedding
(1)
multimodal large language model
(1)
pre-trained language model
(1)
stance detection
(1)
Papers
Actors, Frames and Arguments: A Multi-Decade Computational Analysis of Climate Discourse in Financial News using Large Language Models
EACL 2026
Assessing Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks
ACL 2025
ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts
EMNLP 2025
Forecasting Credit Ratings: A Case Study where Traditional Methods Outperform Generative LLMs
COLING 2025
Quantifying Compositionality of Classic and State-of-the-Art Embeddings
EMNLP 2025
Stories that (are) Move(d by) Markets: A Causal Exploration of Market Shocks and Semantic Shifts across Different Partisan Groups
ACL 2025
Graph-enhanced Large Language Models in Asynchronous Plan Reasoning
ICML 2024
Probing Large Language Models for Scalar Adjective Lexical Semantics and Scalar Diversity Pragmatics
COLING 2024
Not Wacky vs. Definitely Wacky: A Study of Scalar Adverbs in Pretrained Language Models
EMNLP 2023
The cognitive status of simple and complex models
Interspeech 2020