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Jose Camacho-Collados, Kiamehr Rezaee, Talayeh Riahi, Asahi Ushio, Daniel Loureiro, Dimosthenis Antypas, Joanne Boisson, Luis Espinosa-Anke, Fangyu Liu, Eugenio Martı́nez Cámara (2022). TweetNLP: Cutting-Edge Natural Language Processing for Social Media. EMNLP 2022: System Demonstrations.

Kiamehr Rezaee, Jose Camacho-Collados (2022). Probing Relational Knowledge in Language Models via Word Analogies. Findings EMNLP 2022.

Jeffri Murrugarra-Llerena, Fernando Alva-Manchego, Nils Murrugarra-Llerena (2022). Improving Embeddings Representations for Comparing Higher Education Curricula: A Use Case in Computing. EMNLP 2022.

Aleks Edwards, Asahi Ushio, Jose Camacho-Collados, Hélène de Ribaupierre, Alun Preece (2022). Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification. DaSH 2022.

Asahi Ushio, Fernando Alva-Manchego, Jose Camacho-Collados (2022). Generative Language Models for Paragraph-Level Question Generation. EMNLP 2022.

Laura Vásquez-Rodrı́guez, Pedro-Manuel Cuenca-Jiménez, Sergio Morales-Esquivel, Fernando Alva-Manchego (2022). A Benchmark for Neural Readability Assessment of Texts in Spanish. TSAR 2022.

Martina Miliani, Serena Auriemma, Fernando Alva-Manchego, Alessandro Lenci (2022). Neural Readability Pairwise Ranking for Sentences in Italian Administrative Language. AACL-IJCNLP 2022.

Asahi Ushio, Francesco Barbieri, Vitor Sousa, Leonardo Neves, Jose Camacho-Collados (2022). Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts. AACL-IJCNLP 2022.

Dimosthenis Antypas, Asahi Ushio, Jose Camacho-Collados, Vitor Silva, Leonardo Neves, Francesco Barbieri (2022). Twitter Topic Classification. COLING 2022.

Daniel Loureiro, Aminette D′Souza, Areej Nasser Muhajab, Isabella A. White, Gabriel Wong, Luis Espinosa-Anke, Leonardo Neves, Francesco Barbieri, Jose Camacho-Collados (2022). TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media. COLING 2022.

Joanne Boisson, Jose Camacho-Collados, Luis Espinosa-Anke (2022). CardiffNLP-Metaphor at SemEval-2022 Task 2: Targeted Fine-tuning of Transformer-based Language Models for Idiomaticity Detection. SemEval-2022.

Mark Anderson, Jose Camacho-Collados (2022). Assessing the Limits of the Distributional Hypothesis in Semantic Spaces: Trait-based Relational Knowledge and the Impact of Co-occurrences. *SEM 2022.

Francesco Barbieri, Luis Espinosa-Anke, Jose Camacho-Collados (2022). XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond. LREC 2022.

Fernando Alva-Manchego, Matthew Shardlow (2022). Towards Readability-Controlled Machine Translation of COVID-19 Texts. EAMT 2022.

Matthew Shardlow, Fernando Alva-Manchego (2022). Simple TICO-19: A Dataset for Joint Translation and Simplification of COVID-19 Texts. LREC 2022.

Gissella Bejarano, Joe Huamani-Malca, Francisco Cerna-Herrera, Fernando Alva-Manchego, Pablo Rivas (2022). PeruSIL: A Framework to Build a Continuous Peruvian Sign Language Interpretation Dataset. SignLang 2022.

Daniel Loureiro, Francesco Barbieri, Leonardo Neves, Luis Espinosa-Anke, Jose Camacho-Collados (2022). TimeLMs: Diachronic Language Models from Twitter. ACL 2022: System Demonstrations.

Daniel Loureiro, Alı́pio Mário Jorge, Jose Camacho-Collados (2022). LMMS reloaded: Transformer-based sense embeddings for disambiguation and beyond. Artificial Intelligence.

Cite

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

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

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.

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

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

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.

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.

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

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.

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.

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.

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

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.

Beatriz Fisas, Luis Espinosa-Anke, Joan Codina-Filbá, 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.

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

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

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

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

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

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

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.

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