← Authors

Luis Espinosa Anke

27 papers · 2018–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (7) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (38) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🀝 Dynamic Duo (13) ⚑ Prolific Year (5) πŸ’Ž Century Club (27) ❓ The Questioner (2) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (5) πŸ—ƒοΈ Keyword Collector (97)

Conferences

COLING (9) ACL (6) EMNLP (3) IJCNLP (3) NAACL (3) EACL (2) AACL (1)

Top co-authors

Steven Schockaert (13) Jose Camacho-Collados (10) Leo Wanner (4) Asahi Ushio (3) Zied Bouraoui (3) Israa Alghanmi (3) Yixiao Wang (2) Fatemah Yousef Almeman (2) Leonardo Neves (2) Joanne Boisson (2)

Research topics

Resources & Methods (1) Linguistics (1)

Keywords

word embedding (7) text classification (6) language model (5) lexical resource (4) pre-trained language model (3) analogical reasoning (2) social media (2) social media text (2) natural language processing (2) sentiment analysis (2) pretrained language model (2) zero-shot learning (2) semantic relation (2) representation learning (2) text representation (2) transfer learning (2) knowledge base (2) topic model (2) semantic analysis (2) semantic category (2)

Papers

GEAR: A Simple GENERATE, EMBED, AVERAGE AND RANK Approach for Unsupervised Reverse Dictionary COLING 2025
Automatic Extraction of Metaphoric Analogies from Literary Texts: Task Formulation, Dataset Construction, and Evaluation COLING 2025
AMenDeD: Modelling Concepts by Aligning Mentions, Definitions and Decontextualised Embeddings COLING 2024
RAGAs: Automated Evaluation of Retrieval Augmented Generation EACL 2024
WordNet under Scrutiny: Dictionary Examples in the Era of Large Language Models COLING 2024
Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction NAACL 2022
TimeLMs: Diachronic Language Models from Twitter ACL 2022
TweetNLP: Cutting-Edge Natural Language Processing for Social Media EMNLP 2022
Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers NAACL 2022
Putting WordNet’s Dictionary Examples in the Context of Definition Modelling: An Empirical Analysis AACL 2022
Probing Pre-Trained Language Models for Disease Knowledge IJCNLP 2021
Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection ACL 2021
Probing Pre-Trained Language Models for Disease Knowledge ACL 2021
BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies? IJCNLP 2021
BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies? ACL 2021
Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection IJCNLP 2021
Evaluating language models for the retrieval and categorization of lexical collocations EACL 2021
Definition Extraction Feature Analysis: From Canonical to Naturally-Occurring Definitions COLING 2020
Towards Preemptive Detection of Depression and Anxiety in Twitter COLING 2020
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification EMNLP 2020
Combining BERT with Static Word Embeddings for Categorizing Social Media EMNLP 2020
Don’t Patronize Me! An Annotated Dataset with Patronizing and Condescending Language towards Vulnerable Communities COLING 2020
CollFrEn: Rich Bilingual English–French Collocation Resource COLING 2020
Collocation Classification with Unsupervised Relation Vectors ACL 2019
Relational Word Embeddings ACL 2019
Proceedings of the Third Workshop on Semantic Deep Learning COLING 2018
The interplay between lexical resources and Natural Language Processing NAACL 2018