Jason Mars
9 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird
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Topic Evolution
Top co-authors
Research topics
Machine Learning
(7)
Natural Language Processing
(6)
Artificial Intelligence
(5)
Core AI
(5)
Applications
(4)
Core Methods
(4)
Learning Types · Machine Learning
(4)
Generation
(3)
Resources & Methods
(3)
Deep Learning
(2)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Knowledge & Reasoning
(1)
Representation
(1)
Keywords
intent classification
(3)
text classification
(3)
dialogue system
(2)
zero-shot learning
(1)
explainable ai
(1)
task-oriented dialogue
(1)
machine translation
(1)
model generalization
(1)
llm evaluation
(1)
outlier detection
(1)
elo rating
(1)
pairwise ranking
(1)
low-resource language
(1)
knowledge graph
(1)
preference aggregation
(1)
ensemble method
(1)
natural language understanding
(1)
data quality
(1)
pre-trained language model
(1)
contrastive learning
(1)
Papers
Ranking Unraveled: Recipes for LLM Rankings in Head-to-Head AI Combat
ACL 2025
TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG
EMNLP 2025
GuyLingo: The Republic of Guyana Creole Corpora
NAACL 2024
Label Agnostic Pre-training for Zero-shot Text Classification
ACL 2023
Rule By Example: Harnessing Logical Rules for Explainable Hate Speech Detection
ACL 2023
One Agent To Rule Them All: Towards Multi-agent Conversational AI
ACL 2022
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction
EMNLP 2019
Outlier Detection for Improved Data Quality and Diversity in Dialog Systems
NAACL 2019
Data Collection for Dialogue System: A Startup Perspective
NAACL 2018