Jason Mars
10 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (7) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (24)
π
Cross-Pollinator
(15)
πΊοΈ
Taxonomy Completionist
(24)
π§
Keyword Pioneer
π§¬
Topic Evolution
ποΈ
Keyword Collector
(51)
π
Century Club
(10)
Conferences
ACL (4)
NAACL (3)
EMNLP (2)
IJCNLP (1)
Top co-authors
Keywords
intent classification
(4)
text classification
(4)
out-of-scope prediction
(2)
dialogue system
(2)
explainable ai
(1)
task-oriented dialogue
(1)
zero-shot learning
(1)
llm evaluation
(1)
machine translation
(1)
outlier detection
(1)
elo rating
(1)
pairwise ranking
(1)
low-resource language
(1)
knowledge graph
(1)
benchmark dataset
(1)
preference aggregation
(1)
ensemble method
(1)
model generalization
(1)
data quality
(1)
natural language understanding
(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
IJCNLP 2019
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