Luis Espinosa Anke
24 papers · 2018–2025 · 6 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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🗺️ Taxonomy Completionist (36) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Research topics
Natural Language Processing
(17)
Machine Learning
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Core Methods
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Resources & Methods
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Artificial Intelligence
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Deep Learning
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Linguistics
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text classification
(6)
word embedding
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language model
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lexical resource
(4)
lexical collocation
(2)
transfer learning
(2)
knowledge base
(2)
natural language processing
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social media text
(2)
sentiment analysis
(2)
text representation
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collocation classification
(2)
social media
(2)
pre-trained language model
(2)
semantic category
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social media analysis
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lexical semantics
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machine translation
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knowledge distillation
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benchmark evaluation
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Papers
Automatic Extraction of Metaphoric Analogies from Literary Texts: Task Formulation, Dataset Construction, and Evaluation
COLING 2025
GEAR: A Simple GENERATE, EMBED, AVERAGE AND RANK Approach for Unsupervised Reverse Dictionary
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
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
TimeLMs: Diachronic Language Models from Twitter
ACL 2022
TweetNLP: Cutting-Edge Natural Language Processing for Social Media
EMNLP 2022
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
ACL 2021
Evaluating language models for the retrieval and categorization of lexical collocations
EACL 2021
Probing Pre-Trained Language Models for Disease Knowledge
ACL 2021
CollFrEn: Rich Bilingual English–French Collocation Resource
COLING 2020
Combining BERT with Static Word Embeddings for Categorizing Social Media
EMNLP 2020
Definition Extraction Feature Analysis: From Canonical to Naturally-Occurring Definitions
COLING 2020
Don’t Patronize Me! An Annotated Dataset with Patronizing and Condescending Language towards Vulnerable Communities
COLING 2020
Towards Preemptive Detection of Depression and Anxiety in Twitter
COLING 2020
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification
EMNLP 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