José Camacho-Collados

According to our database1, José Camacho-Collados authored at least 52 papers between 2014 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Towards Preemptive Detection of Depression and Anxiety in Twitter.
CoRR, 2020

Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports.
CoRR, 2020

Language Models and Word Sense Disambiguation: An Overview and Analysis.
CoRR, 2020

WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context.
CoRR, 2020

A Short Survey on Sense-Annotated Corpora.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

On the Robustness of Unsupervised and Semi-supervised Cross-lingual Word Embedding Learning.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Learning Cross-Lingual Word Embeddings from Twitter via Distant Supervision.
Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020

XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Don't Neglect the Obvious: On the Role of Unambiguous Words in Word Sense Disambiguation.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings, 2020

Capturing Word Order in Averaging Based Sentence Embeddings.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Go Simple and Pre-Train on Domain-Specific Corpora: On the Role of Training Data for Text Classification.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Inducing Relational Knowledge from BERT.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Modelling Semantic Categories Using Conceptual Neighborhood.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
SenseDefs: a multilingual corpus of semantically annotated textual definitions - Exploiting multiple languages and resources jointly for high-quality Word Sense Disambiguation and Entity Linking.
Lang. Resour. Evaluation, 2019

Knowledge-enhanced document embeddings for text classification.
Knowl. Based Syst., 2019

Meemi: A Simple Method for Post-processing Cross-lingual Word Embeddings.
CoRR, 2019

Learning Cross-lingual Embeddings from Twitter via Distant Supervision.
CoRR, 2019

UA at SemEval-2019 Task 5: Setting A Strong Linear Baseline for Hate Speech Detection.
Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

A Latent Variable Model for Learning Distributional Relation Vectors.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Relational Word Embeddings.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Applying automatic text-based detection of deceptive language to police reports: Extracting behavioral patterns from a multi-step classification model to understand how we lie to the police.
Knowl. Based Syst., 2018

From Word To Sense Embeddings: A Survey on Vector Representations of Meaning.
J. Artif. Intell. Res., 2018

WiC: 10, 000 Example Pairs for Evaluating Context-Sensitive Representations.
CoRR, 2018

A Short Survey on Sense-Annotated Corpora for Diverse Languages and Resources.
CoRR, 2018

How Gender and Skin Tone Modifiers Affect Emoji Semantics in Twitter.
Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, 2018

SemEval-2018 Task 9: Hypernym Discovery.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

SemEval 2018 Task 2: Multilingual Emoji Prediction.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

The interplay between lexical resources and Natural Language Processing.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018

Improving Cross-Lingual Word Embeddings by Meeting in the Middle.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis.
Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

Interpretable Emoji Prediction via Label-Wise Attention LSTMs.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017
Why we have switched from building full-fledged taxonomies to simply detecting hypernymy relations.
CoRR, 2017

SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

BabelDomains: Large-Scale Domain Labeling of Lexical Resources.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Embedding Words and Senses Together via Joint Knowledge-Enhanced Training.
Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017

Towards a Seamless Integration of Word Senses into Downstream NLP Applications.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

EuroSense: Automatic Harvesting of Multilingual Sense Annotations from Parallel Text.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Semantic Representations of Word Senses and Concepts.
CoRR, 2016

Nasari: Integrating explicit knowledge and corpus statistics for a multilingual representation of concepts and entities.
Artif. Intell., 2016

Find the word that does not belong: A Framework for an Intrinsic Evaluation of Word Vector Representations.
Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP, 2016

Semantic Indexing of Multilingual Corpora and its Application on the History Domain.
Proceedings of the Workshop on Language Technology Resources and Tools for Digital Humanities, 2016

A Large-Scale Multilingual Disambiguation of Glosses.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Supervised Distributional Hypernym Discovery via Domain Adaptation.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Extending WordNet with Fine-Grained Collocational Information via Supervised Distributional Learning.
Proceedings of the COLING 2016, 2016

Finding and Expanding Hypernymic Relations in the Music Domain.
Proceedings of the Artificial Intelligence Research and Development, 2016

2015
NASARI: a Novel Approach to a Semantically-Aware Representation of Items.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

A Unified Multilingual Semantic Representation of Concepts.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014
Semantic Annotation and Terminology Validation in full scientific articles in Social Sciences and Humanities (Annotation sémantique et validation terminologique en texte intégral en SHS) [in French].
Proceedings of the Traitement Automatique des Langues Naturelles, 2014


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