Kevin Seppi
21 papers · 2008–2024 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (26) 🏃 Academic Marathon · Full 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🏆
Keyword Champion
(2)
🧬
Topic Evolution
📈
Trend Setter
🔥
Unstoppable · Bronze
❓
The Questioner
(3)
💎
Century Club · Bronze
🗃️
Keyword Collector
(73)
Venues
Top co-authors
Research topics
Natural Language Processing
(12)
Machine Learning
(9)
Applications · Natural Language Processing
(8)
Core Methods
(7)
Resources & Methods
(5)
Learning Types
(4)
Artificial Intelligence
(2)
Deep Learning
(2)
Generation
(2)
Understanding
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Keywords
topic model
(5)
text classification
(3)
topic modeling
(2)
interactive learning
(2)
anchor word
(2)
text generation
(2)
annotation aggregation
(2)
large language model
(2)
information retrieval
(2)
bayesian inference
(1)
text mining
(1)
transfer learning
(1)
multi-task learning
(1)
headline generation
(1)
style transfer
(1)
human-in-the-loop learning
(1)
text representation
(1)
natural language processing
(1)
supervised learning
(1)
humor detection
(1)
Papers
It is a Truth Individually Acknowledged: Cross-references On Demand
EMNLP 2024
This Reference Does Not Exist: An Exploration of LLM Citation Accuracy and Relevance
NAACL 2024
When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning
ACL 2022
Exploring the Relationship Between Algorithm Performance, Vocabulary, and Run-Time in Text Classification
NAACL 2021
Can Humor Prediction Datasets be used for Humor Generation? Humorous Headline Generation via Style Transfer
ACL 2020
You Don’t Have Time to Read This: An Exploration of Document Reading Time Prediction
ACL 2020
Automatic Evaluation of Local Topic Quality
ACL 2019
Cross-referencing Using Fine-grained Topic Modeling
NAACL 2019
Humor Detection: A Transformer Gets the Last Laugh
EMNLP 2019
Why Didn’t You Listen to Me? Comparing User Control of Human-in-the-Loop Topic Models
ACL 2019
Labeled Anchors and a Scalable, Transparent, and Interactive Classifier
EMNLP 2018
Learning from Measurements in Crowdsourcing Models: Inferring Ground Truth from Diverse Annotation Types
COLING 2018
Tandem Anchoring: a Multiword Anchor Approach for Interactive Topic Modeling
ACL 2017
ALTO: Active Learning with Topic Overviews for Speeding Label Induction and Document Labeling
ACL 2016
Fast Inference for Interactive Models of Text
COLING 2016
Semantic Annotation Aggregation with Conditional Crowdsourcing Models and Word Embeddings
COLING 2016
Early Gains Matter: A Case for Preferring Generative over Discriminative Crowdsourcing Models
NAACL 2015
Is Your Anchor Going Up or Down? Fast and Accurate Supervised Topic Models
NAACL 2015
Making the Most of Crowdsourced Document Annotations: Confused Supervised LDA
CoNLL 2015
A Probabilistic Morphological Analyzer for Syriac
EMNLP 2010
Assessing the Costs of Sampling Methods in Active Learning for Annotation
ACL 2008