Elisa Kreiss
12 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (37) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🏆 Keyword Champion (3)
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Keyword Collector
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Renaissance Researcher
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Century Club · Bronze
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Research topics
Artificial Intelligence
(10)
Core AI · Artificial Intelligence
(10)
Machine Learning
(7)
Computer Vision
(6)
Application Areas
(5)
Deep Learning
(4)
Natural Language Processing
(4)
Generation
(4)
Applications
(3)
Learning Types · Machine Learning
(3)
Healthcare & Medicine
(2)
Clinical
(2)
Core AI · Computer Vision
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Keywords
vision-language model
(4)
image description
(3)
causal inference
(2)
image captioning
(2)
evaluation metric
(2)
language model
(2)
multimodal learning
(2)
causal abstraction
(2)
image accessibility
(2)
text generation
(1)
natural language understanding
(1)
evaluation methodology
(1)
llm evaluation
(1)
causal structure
(1)
named entity recognition
(1)
visual question answering
(1)
content moderation
(1)
contextual reasoning
(1)
natural language generation
(1)
parameter-efficient fine-tuning
(1)
Papers
When More Words Say Less: Decoupling Length and Specificity in Image Description Evaluation
ACL 2026
Measuring Bias or Measuring the Task: Understanding the Brittle Nature of LLM Gender Biases
EMNLP 2025
MOSAIC: Modeling Social AI for Content Dissemination and Regulation in Multi-Agent Simulations
EMNLP 2025
CommVQA: Situating Visual Question Answering in Communicative Contexts
EMNLP 2024
ContextRef: Evaluating Referenceless Metrics for Image Description Generation
ICLR 2024
Reference-Based Metrics Are Biased Against Blind and Low-Vision Users’ Image Description Preferences
EMNLP 2024
Updating CLIP to Prefer Descriptions Over Captions
EMNLP 2024
Causal Distillation for Language Models
NAACL 2022
Concadia: Towards Image-Based Text Generation with a Purpose
EMNLP 2022
Context Matters for Image Descriptions for Accessibility: Challenges for Referenceless Evaluation Metrics
EMNLP 2022
Inducing Causal Structure for Interpretable Neural Networks
ICML 2022
Modeling Subjective Assessments of Guilt in Newspaper Crime Narratives
CoNLL 2020