Mark Stevenson
31 papers · 2000–2024 · 8 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (24) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🐝 Cross-Pollinator (10)
🐣
Hot Topic Early Bird
🏃
Academic Marathon
(24)
🧭
Keyword Pioneer
🏆
Keyword Champion
(2)
🔥
Unstoppable
(5)
🚀
Conference Pioneer
💎
Century Club
(31)
❓
The Questioner
📈
Trend Setter
🗃️
Keyword Collector
(55)
Conferences
NAACL (9)
COLING (7)
ACL (5)
SEMEVAL (3)
EACL (2)
EMNLP (2)
IJCNLP (2)
AACL (1)
Top co-authors
Research topics
Keywords
information retrieval
(5)
recall prediction
(2)
stopping criterion
(2)
document classification
(2)
authorship attribution
(2)
poisson process
(2)
text classification
(2)
embedding learning
(1)
relevance prediction
(1)
feature selection
(1)
feature analysis
(1)
document ranking
(1)
transductive learning
(1)
topic modeling
(1)
inference algorithm
(1)
knowledge graph embedding
(1)
continuous representation
(1)
positive-unlabeled learning
(1)
cross-lingual transfer
(1)
density estimation
(1)
Papers
Document Set Expansion with Positive-Unlabeled Learning Using Intractable Density Estimation
COLING 2024
Combining Counting Processes and Classification Improves a Stopping Rule for Technology Assisted Review
EMNLP 2023
Identifying Automatically Generated Headlines using Transformers
NAACL 2021
Cross-Lingual Word Embedding Refinement by ℓ1 Norm Optimisation
NAACL 2021
Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis
NAACL 2021
Robustness and Reliability of Gender Bias Assessment in Word Embeddings: The Role of Base Pairs
AACL 2020
Modelling Stopping Criteria for Search Results using Poisson Processes
EMNLP 2019
Modelling Stopping Criteria for Search Results using Poisson Processes
IJCNLP 2019
HiDE: a Tool for Unrestricted Literature Based Discovery
COLING 2018
Topic or Style? Exploring the Most Useful Features for Authorship Attribution
COLING 2018
Continuous N-gram Representations for Authorship Attribution
EACL 2017
Improving distant supervision using inference learning
ACL 2015
Improving distant supervision using inference learning
IJCNLP 2015
Labelling Topics using Unsupervised Graph-based Methods
ACL 2014
Measuring the Similarity between Automatically Generated Topics
EACL 2014
DALE: A Word Sense Disambiguation System for Biomedical Documents Trained using Automatically Labeled Examples
NAACL 2013
Representing Topics Using Images
NAACL 2013
Unsupervised Domain Tuning to Improve Word Sense Disambiguation
NAACL 2013
PATHS: A System for Accessing Cultural Heritage Collections
ACL 2013
Detecting Text Reuse with Modified and Weighted N-grams
SEMEVAL 2012
Comparing Taxonomies for Organising Collections of Documents
COLING 2012
University_Of_Sheffield: Two Approaches to Semantic Text Similarity
SEMEVAL 2012
IIITH: Domain Specific Word Sense Disambiguation
SEMEVAL 2010
The Effect of Ambiguity on the Automated Acquisition of WSD Examples
NAACL 2010
Acquiring Sense Tagged Examples using Relevance Feedback
COLING 2008
Learning Expressive Models for Word Sense Disambiguation
ACL 2007
A Semantic Approach to IE Pattern Induction
ACL 2005
Information Extraction from Single and Multiple Sentences
COLING 2004
Augmenting Noun Taxonomies by Combining Lexical Similarity Metrics
COLING 2002
Using Corpus-derived Name Lists for Named Entity Recognition
NAACL 2000
Experiments on Sentence Boundary Detection
NAACL 2000