← Authors

Luis Espinosa-Anke

35 papers · 2015–2026 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (10) πŸ—ΊοΈ Taxonomy Completionist (42) 🌈 Renaissance Researcher (8) πŸ”¬ Deep Specialist (10) 🀝 Dynamic Duo (16) 🧬 Topic Evolution πŸ† Keyword Champion (2) ❓ The Questioner (2) πŸ’Ž Century Club (34) πŸ—ƒοΈ Keyword Collector (137) ⚑ Prolific Year (7) πŸ”₯ Unstoppable (8)

Conferences

EMNLP (10) SEMEVAL (9) COLING (6) NAACL (4) ACL (2) IJCAI (2) AAAI (1) EACL (1)

Top co-authors

Steven Schockaert (16) Jose Camacho-Collados (14) Horacio Saggion (8) Francesco Barbieri (4) Zied Bouraoui (4) Francesco Ronzano (4) Liam Turner (3) Joanne Boisson (3) Amit Gajbhiye (3) Zara Siddique (3)

Research topics

Applications (1)

Keywords

text classification (10) binary classification (5) large language model (4) language model (3) multi-label classification (3) social media nlp (2) concept embedding (2) emoji prediction (2) domain adaptation (2) steering vector (2) benchmark evaluation (2) embedding space (2) multilingual model (2) natural language processing (2) word embedding (2) multilingual nlp (2) taxonomy learning (2) lexical semantics (2) semantic similarity (2) semantic relation (2)

Papers

Shifting Perspectives: Steering Vectors for Robust Bias Mitigation in LLMs EACL 2026
Grouping Entities with Shared Properties using Multi-Facet Prompting and Property Embeddings EMNLP 2025
Dialz: A Python Toolkit for Steering Vectors ACL 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
What do Deck Chairs and Sun Hats Have in Common? Uncovering Shared Properties in Large Concept Vocabularies EMNLP 2023
SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP Research EMNLP 2023
SemEval-2022 Task 4: Patronizing and Condescending Language Detection SEMEVAL 2022
CardiffNLP-Metaphor at SemEval-2022 Task 2: Targeted Fine-tuning of Transformer-based Language Models for Idiomaticity Detection SEMEVAL 2022
Self-Supervised Intermediate Fine-Tuning of Biomedical Language Models for Interpreting Patient Case Descriptions COLING 2022
CardiffNLP-Metaphor at SemEval-2022 Task 2: Targeted Fine-tuning of Transformer-based Language Models for Idiomaticity Detection NAACL 2022
SemEval-2022 Task 4: Patronizing and Condescending Language Detection NAACL 2022
TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media COLING 2022
Modelling Commonsense Properties Using Pre-Trained Bi-Encoders COLING 2022
Modelling General Properties of Nouns by Selectively Averaging Contextualised Embeddings IJCAI 2021
Modelling Semantic Categories Using Conceptual Neighborhood AAAI 2020
Cardiff University at SemEval-2020 Task 6: Fine-tuning BERT for Domain-Specific Definition Classification SEMEVAL 2020
Cardiff University at SemEval-2020 Task 6: Fine-tuning BERT for Domain-Specific Definition Classification COLING 2020
Cardiff University at SemEval-2019 Task 4: Linguistic Features for Hyperpartisan News Detection SEMEVAL 2019
A Latent Variable Model for Learning Distributional Relation Vectors IJCAI 2019
SeVeN: Augmenting Word Embeddings with Unsupervised Relation Vectors COLING 2018
Syntactically Aware Neural Architectures for Definition Extraction NAACL 2018
Interpretable Emoji Prediction via Label-Wise Attention LSTMs EMNLP 2018
SemEval 2018 Task 2: Multilingual Emoji Prediction SEMEVAL 2018
Improving Cross-Lingual Word Embeddings by Meeting in the Middle EMNLP 2018
SemEval-2018 Task 9: Hypernym Discovery SEMEVAL 2018
TALN at SemEval-2016 Task 14: Semantic Taxonomy Enrichment Via Sense-Based Embeddings SEMEVAL 2016
Extending WordNet with Fine-Grained Collocational Information via Supervised Distributional Learning COLING 2016
TALN at SemEval-2016 Task 11: Modelling Complex Words by Contextual, Lexical and Semantic Features SEMEVAL 2016
Semantics-Driven Recognition of Collocations Using Word Embeddings ACL 2016
Supervised Distributional Hypernym Discovery via Domain Adaptation EMNLP 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