Ashton Anderson
10 papers · 2012–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (23) 🧬 Topic Evolution
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(8)
Machine Learning
(6)
Natural Language Processing
(3)
Core Methods
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
human-ai interaction
(2)
large language model
(2)
game ai
(2)
reinforcement learning
(2)
out-of-distribution generalization
(1)
text classification
(1)
domain adaptation
(1)
explainable ai
(1)
few-shot learning
(1)
neural network optimization
(1)
attention mechanism
(1)
language model
(1)
debiasing method
(1)
linear probing
(1)
chess engine
(1)
epistemic uncertainty
(1)
harmful content detection
(1)
conversational interaction
(1)
post-hoc explanation
(1)
benchmark evaluation
(1)
Papers
LLM Safety From Within: Detecting Harmful Content with Internal Representations
ACL 2026
Tandem Training for Language Models
EACL 2026
ChatBench: From Static Benchmarks to Human-AI Evaluation
ACL 2025
Designing Skill-Compatible AI: Methodologies and Frameworks in Chess
ICLR 2024
Maia-2: A Unified Model for Human-AI Alignment in Chess
NeurIPS 2024
SPIN: Sparsifying and Integrating Internal Neurons in Large Language Models for Text Classification
ACL 2024
Implications of Model Indeterminacy for Explanations of Automated Decisions
NeurIPS 2022
Detecting Individual Decision-Making Style: Exploring Behavioral Stylometry in Chess
NeurIPS 2021
Understanding the Origins of Bias in Word Embeddings
ICML 2019
Towards a Computational History of the ACL: 1980-2008
ACL 2012