Victoria Lin

5 papers · 2023–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

EMNLP (2) ACL (1) ICML (1) UAI (1)

Top co-authors

Louis-Philippe Morency (5) Eli Ben-Michael (3) Dimitrios Dimitriadis (1) Srinagesh Sharma (1)

Research topics

Artificial Intelligence (5) Core AI (5) Machine Learning (4) Learning Types · Machine Learning (3) Deep Learning (2) Knowledge & Reasoning (2) Reasoning (2) Natural Language Processing (1) Architectures (1) Core Methods (1) Learning Types · Deep Learning (1) Understanding (1)

Keywords

causal inference (3) text analysis (1) preference optimization (1) multimodal learning (1) causal effect estimation (1) sensitivity analysis (1) machine learning (1) distribution shift (1) natural language (1) causal effect (1) feedback loop (1) downstream task (1) human preference (1) doubly robust estimation (1) counterfactual augmentation (1) hate speech detection (1) large language model (1) presentation bia (1) omitted variable bia (1) text transport (1)

Papers

Isolated Causal Effects of Natural Language ICML 2025 Optimizing Language Models for Human Preferences is a Causal Inference Problem UAI 2024 Counterfactual Augmentation for Multimodal Learning Under Presentation Bias EMNLP 2023 SenteCon: Leveraging Lexicons to Learn Human-Interpretable Language Representations ACL 2023 Text-Transport: Toward Learning Causal Effects of Natural Language EMNLP 2023