Luis Espinosa-Anke
32 papers · 2015–2026 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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(2)
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(6)
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Research topics
Machine Learning
(20)
Natural Language Processing
(20)
Core Methods
(15)
Resources & Methods
(12)
Applications
(11)
Artificial Intelligence
(10)
Core AI
(9)
Deep Learning
(7)
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Learning Types Β· Machine Learning
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Understanding
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Learning Types Β· Deep Learning
(2)
Keywords
text classification
(7)
large language model
(4)
language model
(3)
binary classification
(3)
emoji prediction
(2)
multilingual nlp
(2)
relation vector
(2)
word embedding
(2)
concept embedding
(2)
semantic relation
(2)
semantic similarity
(2)
benchmark evaluation
(2)
multi-label classification
(2)
hypernym discovery
(2)
social media nlp
(2)
lexical semantics
(2)
embedding space
(2)
taxonomy learning
(2)
steering vector
(2)
tweet analysis
(1)
Papers
Shifting Perspectives: Steering Vectors for Robust Bias Mitigation in LLMs
EACL 2026
Dialz: A Python Toolkit for Steering Vectors
ACL 2025
Grouping Entities with Shared Properties using Multi-Facet Prompting and Property Embeddings
EMNLP 2025
Wikipedia is Not a Dictionary, Delete! Text Classification as a Proxy for Analysing Wiki Deletion Discussions
NAACL 2025
HOAXPEDIA: A Unified Wikipedia Hoax Articles Dataset
EMNLP 2024
Who is better at math, Jenny or Jingzhen? Uncovering Stereotypes in Large Language Models
EMNLP 2024
Construction Artifacts in Metaphor Identification Datasets
EMNLP 2023
SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP Research
EMNLP 2023
What do Deck Chairs and Sun Hats Have in Common? Uncovering Shared Properties in Large Concept Vocabularies
EMNLP 2023
CardiffNLP-Metaphor at SemEval-2022 Task 2: Targeted Fine-tuning of Transformer-based Language Models for Idiomaticity Detection
SemEval 2022
Modelling Commonsense Properties Using Pre-Trained Bi-Encoders
COLING 2022
Self-Supervised Intermediate Fine-Tuning of Biomedical Language Models for Interpreting Patient Case Descriptions
COLING 2022
SemEval-2022 Task 4: Patronizing and Condescending Language Detection
SemEval 2022
TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media
COLING 2022
Modelling General Properties of Nouns by Selectively Averaging Contextualised Embeddings
IJCAI 2021
Cardiff University at SemEval-2020 Task 6: Fine-tuning BERT for Domain-Specific Definition Classification
SemEval 2020
Modelling Semantic Categories Using Conceptual Neighborhood
AAAI 2020
A Latent Variable Model for Learning Distributional Relation Vectors
IJCAI 2019
Cardiff University at SemEval-2019 Task 4: Linguistic Features for Hyperpartisan News Detection
SemEval 2019
Improving Cross-Lingual Word Embeddings by Meeting in the Middle
EMNLP 2018
Interpretable Emoji Prediction via Label-Wise Attention LSTMs
EMNLP 2018
SemEval 2018 Task 2: Multilingual Emoji Prediction
SemEval 2018
SemEval-2018 Task 9: Hypernym Discovery
SemEval 2018
SeVeN: Augmenting Word Embeddings with Unsupervised Relation Vectors
COLING 2018
Syntactically Aware Neural Architectures for Definition Extraction
NAACL 2018
Extending WordNet with Fine-Grained Collocational Information via Supervised Distributional Learning
COLING 2016
Semantics-Driven Recognition of Collocations Using Word Embeddings
ACL 2016
Supervised Distributional Hypernym Discovery via Domain Adaptation
EMNLP 2016
TALN at SemEval-2016 Task 11: Modelling Complex Words by Contextual, Lexical and Semantic Features
SemEval 2016
TALN at SemEval-2016 Task 14: Semantic Taxonomy Enrichment Via Sense-Based Embeddings
SemEval 2016
Knowledge Base Unification via Sense Embeddings and Disambiguation
EMNLP 2015
TALN-UPF: Taxonomy Learning Exploiting CRF-Based Hypernym Extraction on Encyclopedic Definitions
SemEval 2015