Publications

Kiamehr Rezaee, Daniel Loureiro, Jose Camacho-Collados, Mohammad Taher Pilehvar (2021). On the Cross-lingual Transferability of Contextualized Sense Embeddings. MLR 2021.

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Asahi Ushio, Jose Camacho-Collados, Steven Schockaert (2021). Distilling Relation Embeddings from Pretrained Language Models. EMNLP 2021.

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Asahi Ushio, Federico Liberatore, Jose Camacho-Collados (2021). Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword Extraction. EMNLP 2021.

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Israa Alghanmi, Luis Espinosa-Anke, Steven Schockaert (2021). Probing Pre-Trained Language Models for Disease Knowledge. Findings ACL-IJCNLP 2021.

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Yixiao Wang, Zied Bouraoui, Luis Espinosa-Anke, Steven Schockaert (2021). Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection. RepL4NLP-2021.

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Dimosthenis Antypas, Jose Camacho-Collados, Alun Preece, David Rogers (2021). COVID-19 and Misinformation: A Large-Scale Lexical Analysis on Twitter. ACL-IJCNLP SRW 2021.

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Asahi Ushio, Luis Espinosa-Anke, Steven Schockaert, Jose Camacho-Collados (2021). BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies?. ACL-IJCNLP 2021.

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Daniel Loureiro, Kiamehr Rezaee, Mohammad Taher Pilehvar, Jose Camacho-Collados (2021). Analysis and Evaluation of Language Models for Word Sense Disambiguation. Computational Linguistics.

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Anna Breit, Artem Revenko, Kiamehr Rezaee, Mohammad Taher Pilehvar, Jose Camacho-Collados (2021). WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context. EACL 2021.

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Asahi Ushio, Jose Camacho-Collados (2021). T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition. EACL 2021: System Demonstrations.

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Luis Espinosa-Anke, Joan Codina-Filba, Leo Wanner (2021). Evaluating Language Models for the Retrieval and Categorization of Lexical Collocations. EACL 2021.

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David Owen, Jose Camacho-Collados, Luis Espinosa-Anke (2020). Towards Preemptive Detection of Depression and Anxiety in Twitter. #SMM4H 2020.

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Aleks Edwards, Jose Camacho-Collados, Hélène de Ribaupierre, Alun Preece (2020). Go Simple and Pre-Train on Domain-Specific Corpora: On the Role of Training Data for Text Classification. COLING 2020.

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Jose Camacho-Collados, Mohammad Taher Pilehvar (2020). Embeddings in Natural Language Processing. COLING 2020: Tutorial Abstracts.

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Carla Pérez-Almendros, Luis Espinosa-Anke, Steven Schockaert (2020). Don't Patronize Me! An Annotated Dataset with Patronizing and Condescending Language towards Vulnerable Communities. COLING 2020.

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Mireia Roig Mirapeix, Luis Espinosa-Anke, Jose Camacho-Collados (2020). Definition Extraction Feature Analysis: From Canonical to Naturally-Occurring Definitions. CogALex 2020.

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Beatriz Fisas, Luis Espinosa-Anke, Joan Codina-Filba, Leo Wanner (2020). CollFrEn: Rich Bilingual English--French Collocation Resource. MWE-LEX 2020.

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Shelan Jeawak, Luis Espinosa-Anke, Steven Schockaert (2020). Cardiff University at SemEval-2020 Task 6: Fine-tuning BERT for Domain-Specific Definition Classification. SemEval 2020.

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Rana Alshaikh, Zied Bouraoui, Shelan Jeawak, Steven Schockaert (2020). A Mixture-of-Experts Model for Learning Multi-Facet Entity Embeddings. COLING 2020.

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Alessandro Raganato, Tommaso Pasini, Jose Camacho-Collados, Mohammad Taher Pilehvar (2020). XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization. EMNLP 2020.

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Hsiao-Yu Chiang, Jose Camacho-Collados, Zachary Pardos (2020). Understanding the Source of Semantic Regularities in Word Embeddings. CoNLL 2020.

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Francesco Barbieri, Jose Camacho-Collados, Luis Espinosa-Anke, Leonardo Neves (2020). TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification. Findings EMNLP 2020.

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Daniel Loureiro, Jose Camacho-Collados (2020). Don't Neglect the Obvious: On the Role of Unambiguous Words in Word Sense Disambiguation. EMNLP 2020.

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Israa Alghanmi, Luis Espinosa-Anke, Steven Schockaert (2020). Combining BERT with Static Word Embeddings for Categorizing Social Media. W-NUT 2020.

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Tomoki Ito, Jose Camacho-Collados, Hiroki Sakaji, Steven Schockaert (2020). Learning Company Embeddings from Annual Reports for Fine-grained Industry Characterization. FinNLP 2020.

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Yerai Doval, Jose Camacho-Collados, Luis Espinosa-Anke, Steven Schockaert (2020). On the Robustness of Unsupervised and Semi-supervised Cross-lingual Word Embedding Learning. LREC 2020.

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Tommaso Pasini, Jose Camacho-Collados (2020). A Short Survey on Sense-Annotated Corpora. LREC 2020.

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