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Jose Camacho-Collados
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TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification
F Barbieri, J Camacho-Collados, L Neves, L Espinosa-Anke
EMNLP Findings, 2020
6432020
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations
MT Pilehvar, J Camacho-Collados
NAACL (2), 1267-1273, 2019
4402019
From Word to Sense Embeddings: A Survey on Vector Representations of Meaning
J Camacho-Collados, MT Pilehvar
Journal of Artificial Intelligence Research 63, 743-788, 2018
4282018
Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison
A Raganato, J Camacho-Collados, R Navigli
EACL, 99-110, 2017
3812017
XLM-T: Multilingual language models in twitter for sentiment analysis and beyond
F Barbieri, LE Anke, J Camacho-Collados
Proceedings of the Thirteenth Language Resources and Evaluation Conference …, 2022
255*2022
Nasari: Integrating explicit knowledge and corpus statistics for a multilingual representation of concepts and entities
J Camacho-Collados, MT Pilehvar, R Navigli
Artificial Intelligence 240, 36-64, 2016
2392016
On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis
J Camacho-Collados, MT Pilehvar
EMNLP Workshop on Analyzing and interpreting neural networks for NLP …, 2018
2172018
Semeval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity
J Camacho-Collados, MT Pilehvar, N Collier, R Navigli
11th International Workshop on Semantic Evaluation (SemEval 2017). Vancouver …, 2017
1832017
Inducing Relational Knowledge from BERT
Z Bouraoui, J Camacho-Collados, S Schockaert
AAAI, 2020
1792020
TimeLMs: Diachronic Language Models from Twitter
D Loureiro, F Barbieri, L Neves, LE Anke, J Camacho-Collados
ACL Demo, 2022
1742022
Knowledge-enhanced document embeddings for text classification
RA Sinoara, J Camacho-Collados, RG Rossi, R Navigli, SO Rezende
Knowledge-Based Systems 163, 955-971, 2019
1652019
SemEval 2018 Task 2: Multilingual Emoji Prediction
F Barbieri, J Camacho-Collados, F Ronzano, LE Anke, M Ballesteros, ...
12th International Workshop on Semantic Evaluation (SemEval 2018), 24-33, 2018
1532018
NASARI: a novel approach to a semantically-aware representation of items
J Camacho-Collados, MT Pilehvar, R Navigli
NAACL, 567-577, 2015
1332015
SemEval-2018 Task 9: Hypernym Discovery
J Camacho-Collados, CD Bovi, LE Anke, S Oramas, T Pasini, E Santus, ...
12th International Workshop on Semantic Evaluation (SemEval 2018), 712-724, 2018
1172018
Embeddings in natural language processing: Theory and advances in vector representations of meaning
MT Pilehvar, J Camacho-Collados
Morgan & Claypool Publishers, 2020
1142020
Embedding Words and Senses Together via Joint Knowledge-Enhanced Training
M Mancini, J Camacho-Collados, I Iacobacci, R Navigli
CoNLL, 100-111, 2017
1062017
Analysis and Evaluation of Language Models for Word Sense Disambiguation
D Loureiro, K Rezaee, MT Pilehvar, J Camacho-Collados
Computational Linguistics, 2021
76*2021
BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies?
A Ushio, L Espinosa-Anke, S Schockaert, J Camacho-Collados
ACL, 2021
732021
A framework for the construction of monolingual and cross-lingual word similarity datasets
J Camacho-Collados, MT Pilehvar, R Navigli
ACL (2), 1-7, 2015
73*2015
T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition
A Ushio, J Camacho-Collados
EACL Demo, 53-62, 2021
702021
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