TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification F Barbieri, J Camacho-Collados, L Neves, L Espinosa-Anke EMNLP Findings, 2020 | 663 | 2020 |
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations MT Pilehvar, J Camacho-Collados NAACL (2), 1267-1273, 2019 | 445 | 2019 |
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 | 429 | 2018 |
Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison A Raganato, J Camacho-Collados, R Navigli EACL, 99-110, 2017 | 387 | 2017 |
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 | 268* | 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 | 242 | 2016 |
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 | 222 | 2018 |
Inducing Relational Knowledge from BERT Z Bouraoui, J Camacho-Collados, S Schockaert AAAI, 2020 | 183 | 2020 |
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 | 183 | 2017 |
TimeLMs: Diachronic Language Models from Twitter D Loureiro, F Barbieri, L Neves, LE Anke, J Camacho-Collados ACL Demo, 2022 | 182 | 2022 |
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 | 163 | 2019 |
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 | 151 | 2018 |
NASARI: a novel approach to a semantically-aware representation of items J Camacho-Collados, MT Pilehvar, R Navigli NAACL, 567-577, 2015 | 134 | 2015 |
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 | 117 | 2018 |
Embeddings in natural language processing: Theory and advances in vector representations of meaning MT Pilehvar, J Camacho-Collados Morgan & Claypool Publishers, 2020 | 115 | 2020 |
Embedding Words and Senses Together via Joint Knowledge-Enhanced Training M Mancini, J Camacho-Collados, I Iacobacci, R Navigli CoNLL, 100-111, 2017 | 105 | 2017 |
Analysis and Evaluation of Language Models for Word Sense Disambiguation D Loureiro, K Rezaee, MT Pilehvar, J Camacho-Collados Computational Linguistics, 2021 | 78* | 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 | 77 | 2021 |
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 | 72 | 2021 |