Matthew Lease
16 papers · 2005–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (19) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (7) π Cross-Pollinator (9)
πΊοΈ
Taxonomy Completionist
(32)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Keyword Champion
(2)
π
Conference Pioneer
β
The Questioner
π
Century Club
(15)
ποΈ
Keyword Collector
(68)
Conferences
ACL (5)
EMNLP (3)
NAACL (3)
IJCAI (2)
AAAI (1)
COLING (1)
IJCNLP (1)
Top co-authors
Keywords
model interpretability
(2)
large language model
(2)
faithful explanation
(2)
structured prediction
(1)
text classification
(1)
decision making
(1)
natural language processing
(1)
information extraction
(1)
natural language generation
(1)
model evaluation
(1)
response generation
(1)
named entity recognition
(1)
text generation
(1)
content moderation
(1)
explanation generation
(1)
supervised learning
(1)
out-of-distribution generalization
(1)
feature representation
(1)
argument mining
(1)
sequence labeling
(1)
Papers
Improving the Distributional Alignment of LLMs using Supervision
ACL 2026
Wrapper Boxes for Faithful Attribution of Model Predictions to Training Data
EMNLP 2024
Promoting Constructive Deliberation: Reframing for Receptiveness
EMNLP 2024
A General Model for Aggregating Annotations AcrossSimple, Complex, and Multi-object Annotation Tasks (Abstract Reprint)
AAAI 2024
Benchmark Transparency: Measuring the Impact of Data on Evaluation
NAACL 2024
longhorns at DADC 2022: How many linguists does it take to fool a Question Answering model? A systematic approach to adversarial attacks.
NAACL 2022
ProtoTEx: Explaining Model Decisions with Prototype Tensors
ACL 2022
Human-AI Collaboration with Bandit Feedback
IJCAI 2021
Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization
ACL 2017
The Many Benefits of Annotator Rationales for Relevance Judgments
IJCAI 2017
Aggregating and Predicting Sequence Labels from Crowd Annotations
ACL 2017
PCFGs with Syntactic and Prosodic Indicators of Speech Repairs
ACL 2006
PCFGs with Syntactic and Prosodic Indicators of Speech Repairs
COLING 2006
Early Deletion of Fillers In Processing Conversational Speech
NAACL 2006
Parsing Biomedical Literature
IJCNLP 2005
Effective Use of Prosody in Parsing Conversational Speech
EMNLP 2005