← Authors

Mark Stevenson

31 papers · 2000–2024 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (10) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (24) 🌈 Renaissance Researcher (8) 🌍 Conference Polyglot (8) 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (24) 🧭 Keyword Pioneer πŸ† Keyword Champion (2) πŸ”₯ Unstoppable (5) πŸš€ Conference Pioneer πŸ’Ž Century Club (31) ❓ The Questioner πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (55)

Conferences

NAACL (9) COLING (7) ACL (5) SEMEVAL (3) EACL (2) EMNLP (2) IJCNLP (2) AACL (1)

Top co-authors

Eneko Agirre (4) Judita Preiss (4) Aitor Soroa (4) Nikolaos Aletras (4) Robert Gaizauskas (3) Alison Sneyd (3) Paul Clough (3) Roland Roller (2) Yikun Guo (2) Andreas Vlachos (2)

Research topics

Probability (1)

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 β„“1 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