Alexis Ross
11 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (33) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Topic Evolution
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Bronze
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The Questioner
(3)
💎
Century Club · Bronze
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Keyword Collector
(51)
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Research topics
Artificial Intelligence
(8)
Machine Learning
(8)
Core AI
(8)
Natural Language Processing
(5)
Applications
(5)
Deep Learning
(4)
Application Areas
(4)
Generation
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Keywords
spurious correlation
(2)
language model
(2)
natural language inference
(2)
data augmentation
(2)
syntactic analysis
(1)
in-context learning
(1)
model robustness
(1)
model generalization
(1)
bias detection
(1)
incremental learning
(1)
question answering
(1)
adversarial training
(1)
knowledge base
(1)
language understanding
(1)
evaluation framework
(1)
model interpretability
(1)
lexical semantics
(1)
knowledge editing
(1)
bayesian inference
(1)
domain generalization
(1)
Papers
Language Modeling with Editable External Knowledge
NAACL 2025
ARIES: A Corpus of Scientific Paper Edits Made in Response to Peer Reviews
ACL 2024
Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks
NAACL 2024
Toward In-Context Teaching: Adapting Examples to Students’ Misconceptions
ACL 2024
CREST: A Joint Framework for Rationalization and Counterfactual Text Generation
ACL 2023
Does Self-Rationalization Improve Robustness to Spurious Correlations?
EMNLP 2022
Tailor: Generating and Perturbing Text with Semantic Controls
ACL 2022
Competency Problems: On Finding and Removing Artifacts in Language Data
EMNLP 2021
Explaining NLP Models via Minimal Contrastive Editing (MiCE)
ACL 2021
Learning Models for Actionable Recourse
NeurIPS 2021
How well do NLI models capture verb veridicality?
EMNLP 2019