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ORCIDJosé Camacho-Collados
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- affiliation: Cardiff University, UK
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2020 – today
- 2024
[j12]Jorge Osés Grijalba, Luis Alfonso Ureña López, José Camacho-Collados, Eugenio Martínez Cámara:
Towards Quality Benchmarking in Question Answering over Tabular Data in Spanish. Proces. del Leng. Natural 73: 283-296 (2024)- [j11]Nuria Rodríguez Barroso, Eugenio Martínez Cámara
, José Camacho-Collados, María Victoria Luzón, Francisco Herrera:
Federated Learning for Exploiting Annotators' Disagreements in Natural Language Processing. Trans. Assoc. Comput. Linguistics 12: 630-648 (2024) - [j10]Nuria Rodríguez Barroso, Eugenio Martínez Cámara, José Camacho-Collados, María Victoria Luzón, Francisco Herrera:
Federated Learning for Exploiting Annotators' Disagreements in Natural Language Processing. Trans. Assoc. Comput. Linguistics 12: 630-648 (2024) - [c77]Carla Pérez-Almendros, José Camacho-Collados:
Do Large Language Models Understand Mansplaining? Well, Actually... LREC/COLING 2024: 5235-5246 - [c76]Aleksandra Edwards, José Camacho-Collados:
Language Models for Text Classification: Is In-Context Learning Enough? LREC/COLING 2024: 10058-10072 - [c75]Jorge Osés Grijalba, Luis Alfonso Ureña López, Eugenio Martínez Cámara, José Camacho-Collados:
Question Answering over Tabular Data with DataBench: A Large-Scale Empirical Evaluation of LLMs. LREC/COLING 2024: 13471-13488 - [c74]Kiamehr Rezaee, José Camacho-Collados, Mohammad Taher Pilehvar:
TweetTER: A Benchmark for Target Entity Retrieval on Twitter without Knowledge Bases. LREC/COLING 2024: 16890-16896 - [c73]Asahi Ushio, José Camacho-Collados, Steven Schockaert:
A RelEntLess Benchmark for Modelling Graded Relations between Named Entities. EACL (1) 2024: 2473-2486 - [c72]Nayeon Lee, Chani Jung, Junho Myung, Jiho Jin, José Camacho-Collados, Juho Kim, Alice Oh:
Exploring Cross-Cultural Differences in English Hate Speech Annotations: From Dataset Construction to Analysis. NAACL-HLT 2024: 4205-4224 - [c71]Asahi Ushio, José Camacho-Collados:
A Systematic Analysis on the Temporal Generalization of Language Models in Social Media. WASSA 2024: 52-62 - [c70]Dimosthenis Antypas, Alun D. Preece, José Camacho-Collados:
A Multi-Faceted NLP Analysis of Misinformation Spreaders in Twitter. WASSA 2024: 71-83 - [i57]Aleksandra Edwards, José Camacho-Collados:
Language Models for Text Classification: Is In-Context Learning Enough? CoRR abs/2403.17661 (2024) - [i56]Dimosthenis Antypas, Christian Arnold, José Camacho-Collados, Nedjma Ousidhoum, Carla Pérez-Almendros:
Words as Trigger Points in Social Media Discussions. CoRR abs/2405.10213 (2024) - [i55]Asahi Ushio, José Camacho-Collados:
A Systematic Analysis on the Temporal Generalization of Language Models in Social Media. CoRR abs/2405.13017 (2024) - [i54]Junho Myung, Nayeon Lee, Yi Zhou, Jiho Jin, Rifki Afina Putri, Dimosthenis Antypas, Hsuvas Borkakoty, Eunsu Kim, Carla Pérez-Almendros, Abinew Ali Ayele, Víctor Gutiérrez-Basulto, Yazmín Ibáñez-García, Hwaran Lee, Shamsuddeen Hassan Muhammad, Ki-Woong Park, Anar Sabuhi Rzayev, Nina White, Seid Muhie Yimam, Mohammad Taher Pilehvar, Nedjma Ousidhoum, José Camacho-Collados, Alice Oh:
BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages. CoRR abs/2406.09948 (2024) - [i53]Yi Zhou, Danushka Bollegala, José Camacho-Collados:
Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models. CoRR abs/2406.13556 (2024) - [i52]Abdullah Barayan, José Camacho-Collados, Fernando Alva-Manchego:
Analysing Zero-Shot Readability-Controlled Sentence Simplification. CoRR abs/2409.20246 (2024) - 2023
- [j9]Yerai Doval, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert:
Meemi: A simple method for post-processing and integrating cross-lingual word embeddings. Nat. Lang. Eng. 29(3): 746-768 (2023) - [j8]Dimosthenis Antypas, Alun D. Preece, José Camacho-Collados:
Negativity spreads faster: A large-scale multilingual twitter analysis on the role of sentiment in political communication. Online Soc. Networks Media 33: 100242 (2023) - [c69]Asahi Ushio, Fernando Alva-Manchego, José Camacho-Collados:
A Practical Toolkit for Multilingual Question and Answer Generation. ACL (demo) 2023: 86-94 - [c68]Asahi Ushio, Fernando Alva-Manchego, José Camacho-Collados:
An Empirical Comparison of LM-based Question and Answer Generation Methods. ACL (Findings) 2023: 14262-14272 - [c67]Rabab Alkhalifa, Iman Munire Bilal, Hsuvas Borkakoty, José Camacho-Collados, Romain Deveaud, Alaa El-Ebshihy, Luis Espinosa Anke, Gabriela González Sáez, Petra Galuscáková, Lorraine Goeuriot, Elena Kochkina, Maria Liakata, Daniel Loureiro, Philippe Mulhem, Florina Piroi, Martin Popel, Christophe Servan, Harish Tayyar Madabushi, Arkaitz Zubiaga:
Overview of the CLEF-2023 LongEval Lab on Longitudinal Evaluation of Model Performance. CLEF 2023: 440-458 - [c66]Rabab Alkhalifa, Iman Munire Bilal, Hsuvas Borkakoty, José Camacho-Collados, Romain Deveaud, Alaa El-Ebshihy, Luis Espinosa Anke, Gabriela Nicole González Sáez, Petra Galuscáková, Lorraine Goeuriot, Elena Kochkina, Maria Liakata, Daniel Loureiro, Philippe Mulhem, Florina Piroi, Martin Popel, Christophe Servan, Harish Tayyar Madabushi, Arkaitz Zubiaga:
Extended Overview of the CLEF-2023 LongEval Lab on Longitudinal Evaluation of Model Performance. CLEF (Working Notes) 2023: 2181-2203 - [c65]Rabab Alkhalifa, Iman Munire Bilal, Hsubhas Borkakoty, José Camacho-Collados, Romain Deveaud, Alaa El-Ebshihy, Luis Espinosa Anke, Gabriela González Sáez, Petra Galuscáková, Lorraine Goeuriot, Elena Kochkina, Maria Liakata, Daniel Loureiro, Harish Tayyar Madabushi, Philippe Mulhem, Florina Piroi, Martin Popel, Christophe Servan, Arkaitz Zubiaga:
LongEval: Longitudinal Evaluation of Model Performance at CLEF 2023. ECIR (3) 2023: 499-505 - [c64]Joanne Boisson, Luis Espinosa Anke, José Camacho-Collados:
Construction Artifacts in Metaphor Identification Datasets. EMNLP 2023: 6581-6590 - [c63]Yi Zhou, José Camacho-Collados, Danushka Bollegala:
A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models. EMNLP 2023: 11082-11100 - [c62]Dimosthenis Antypas, Asahi Ushio, Francesco Barbieri, Leonardo Neves, Kiamehr Rezaee, Luis Espinosa Anke, Jiaxin Pei, José Camacho-Collados:
SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP Research. EMNLP (Findings) 2023: 12590-12607 - [c61]Asahi Ushio, Yi Zhou, José Camacho-Collados:
Efficient Multilingual Language Model Compression through Vocabulary Trimming. EMNLP (Findings) 2023: 14725-14739 - [c60]Alessandro Raganato, Iacer Calixto, Asahi Ushio, José Camacho-Collados, Mohammad Taher Pilehvar:
SemEval-2023 Task 1: Visual Word Sense Disambiguation. SemEval@ACL 2023: 2227-2234 - [e3]Alexis Palmer, José Camacho-Collados:
Proceedings of the The 12th Joint Conference on Lexical and Computational Semantics, *SEM@ACL 2023, Toronto, Canada, July 13-14, 2023. Association for Computational Linguistics 2023, ISBN 978-1-959429-76-0 [contents] - [i51]Asahi Ushio, José Camacho-Collados, Steven Schockaert:
A RelEntLess Benchmark for Modelling Graded Relations between Named Entities. CoRR abs/2305.15002 (2023) - [i50]Asahi Ushio, Yi Zhou, José Camacho-Collados:
An Efficient Multilingual Language Model Compression through Vocabulary Trimming. CoRR abs/2305.15020 (2023) - [i49]Asahi Ushio, Fernando Alva-Manchego, José Camacho-Collados:
An Empirical Comparison of LM-based Question and Answer Generation Methods. CoRR abs/2305.17002 (2023) - [i48]Asahi Ushio, Fernando Alva-Manchego, José Camacho-Collados:
A Practical Toolkit for Multilingual Question and Answer Generation. CoRR abs/2305.17416 (2023) - [i47]Dimosthenis Antypas, José Camacho-Collados:
Robust Hate Speech Detection in Social Media: A Cross-Dataset Empirical Evaluation. CoRR abs/2307.01680 (2023) - [i46]Daniel Loureiro, Kiamehr Rezaee, Talayeh Riahi, Francesco Barbieri, Leonardo Neves, Luis Espinosa Anke, José Camacho-Collados:
Tweet Insights: A Visualization Platform to Extract Temporal Insights from Twitter. CoRR abs/2308.02142 (2023) - [i45]Asahi Ushio, José Camacho-Collados, Steven Schockaert:
RelBERT: Embedding Relations with Language Models. CoRR abs/2310.00299 (2023) - [i44]Yi Zhou, José Camacho-Collados, Danushka Bollegala:
A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models. CoRR abs/2310.12936 (2023) - [i43]Dimosthenis Antypas, Asahi Ushio, Francesco Barbieri, Leonardo Neves, Kiamehr Rezaee, Luis Espinosa Anke, Jiaxin Pei, José Camacho-Collados:
SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP Research. CoRR abs/2310.14757 (2023) - [i42]Joanne Boisson, Luis Espinosa Anke, José Camacho-Collados:
Construction Artifacts in Metaphor Identification Datasets. CoRR abs/2311.00790 (2023) - 2022
- [j7]Daniel Loureiro, Alípio Mário Jorge, José Camacho-Collados:
LMMS reloaded: Transformer-based sense embeddings for disambiguation and beyond. Artif. Intell. 305: 103661 (2022) - [c59]Daniel Loureiro, Francesco Barbieri, Leonardo Neves, Luis Espinosa Anke, José Camacho-Collados:
TimeLMs: Diachronic Language Models from Twitter. ACL (demo) 2022: 251-260 - [c58]Daniel Loureiro, Aminette D'Souza, Areej Nasser Muhajab, Isabella A. White, Gabriel Wong, Luis Espinosa Anke, Leonardo Neves, Francesco Barbieri, José Camacho-Collados:
TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media. COLING 2022: 3353-3359 - [c57]Dimosthenis Antypas, Asahi Ushio, José Camacho-Collados, Vítor Silva, Leonardo Neves, Francesco Barbieri:
Twitter Topic Classification. COLING 2022: 3386-3400 - [c56]José Camacho-Collados, Kiamehr Rezaee, Talayeh Riahi, Asahi Ushio, Daniel Loureiro, Dimosthenis Antypas, Joanne Boisson, Luis Espinosa Anke, Fangyu Liu, Eugenio Martínez Cámara:
TweetNLP: Cutting-Edge Natural Language Processing for Social Media. EMNLP (Demos) 2022: 38-49 - [c55]Asahi Ushio, Fernando Alva-Manchego, José Camacho-Collados:
Generative Language Models for Paragraph-Level Question Generation. EMNLP 2022: 670-688 - [c54]Kiamehr Rezaee, José Camacho-Collados:
Probing Relational Knowledge in Language Models via Word Analogies. EMNLP (Findings) 2022: 3930-3936 - [c53]Asahi Ushio, Francesco Barbieri, Vítor Silva, Leonardo Neves, José Camacho-Collados:
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts. AACL/IJCNLP (1) 2022: 309-319 - [c52]Francesco Barbieri, Luis Espinosa Anke, José Camacho-Collados:
XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond. LREC 2022: 258-266 - [c51]Joanne Boisson, José Camacho-Collados, Luis Espinosa Anke:
CardiffNLP-Metaphor at SemEval-2022 Task 2: Targeted Fine-tuning of Transformer-based Language Models for Idiomaticity Detection. SemEval@NAACL 2022: 169-177 - [c50]Gonzalo Medina, José Camacho-Collados, Eugenio Martínez-Cámara:
NLP4SM: Natural Language Processing for social media. SEPLN (Projects and Demonstrations) 2022: 66-69 - [c49]Mark Anderson, José Camacho-Collados:
Assessing the Limits of the Distributional Hypothesis in Semantic Spaces: Trait-based Relational Knowledge and the Impact of Co-occurrences. *SEM@NAACL-HLT 2022: 173-185 - [e2]Vivi Nastase, Ellie Pavlick, Mohammad Taher Pilehvar, José Camacho-Collados, Alessandro Raganato:
Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, *SEM@NAACL-HLT 2022, Seattle, WA, USA, July 14-15, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-98-8 [contents] - [i41]Dimosthenis Antypas, Alun D. Preece, José Camacho-Collados:
Politics and Virality in the Time of Twitter: A Large-Scale Cross-Party Sentiment Analysis in Greece, Spain and United Kingdom. CoRR abs/2202.00396 (2022) - [i40]Daniel Loureiro, Francesco Barbieri, Leonardo Neves, Luis Espinosa Anke, José Camacho-Collados:
TimeLMs: Diachronic Language Models from Twitter. CoRR abs/2202.03829 (2022) - [i39]Mark Anderson, José Camacho-Collados:
Assessing the Limits of the Distributional Hypothesis in Semantic Spaces: Trait-based Relational Knowledge and the Impact of Co-occurrences. CoRR abs/2205.07603 (2022) - [i38]José Camacho-Collados, Kiamehr Rezaee, Talayeh Riahi, Asahi Ushio, Daniel Loureiro, Dimosthenis Antypas, Joanne Boisson, Luis Espinosa Anke, Fangyu Liu, Eugenio Martínez-Cámara, Gonzalo Medina, Thomas Bührmann, Leonardo Neves, Francesco Barbieri:
TweetNLP: Cutting-Edge Natural Language Processing for Social Media. CoRR abs/2206.14774 (2022) - [i37]Daniel Loureiro, Aminette D'Souza, Areej Nasser Muhajab, Isabella A. White, Gabriel Wong, Luis Espinosa Anke, Leonardo Neves, Francesco Barbieri, José Camacho-Collados:
TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media. CoRR abs/2209.07216 (2022) - [i36]Dimosthenis Antypas, Asahi Ushio, José Camacho-Collados, Leonardo Neves, Vítor Silva, Francesco Barbieri:
Twitter Topic Classification. CoRR abs/2209.09824 (2022) - [i35]Asahi Ushio, José Camacho-Collados:
T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition. CoRR abs/2209.12616 (2022) - [i34]Asahi Ushio, Leonardo Neves, Vítor Silva, Francesco Barbieri, José Camacho-Collados:
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts. CoRR abs/2210.03797 (2022) - [i33]Asahi Ushio, Fernando Alva-Manchego, José Camacho-Collados:
Generative Language Models for Paragraph-Level Question Generation. CoRR abs/2210.03992 (2022) - 2021
- [j6]Daniel Loureiro, Kiamehr Rezaee, Mohammad Taher Pilehvar, José Camacho-Collados:
Analysis and Evaluation of Language Models for Word Sense Disambiguation. Comput. Linguistics 47(2): 387-443 (2021) - [c48]Dimosthenis Antypas, José Camacho-Collados, Alun D. Preece, David Rogers:
COVID-19 and Misinformation: A Large-Scale Lexical Analysis on Twitter. ACL (student) 2021: 119-126 - [c47]Asahi Ushio, Luis Espinosa Anke, Steven Schockaert, José Camacho-Collados:
BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies? ACL/IJCNLP (1) 2021: 3609-3624 - [c46]Asahi Ushio, José Camacho-Collados:
T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition. EACL (System Demonstrations) 2021: 53-62 - [c45]Anna Breit, Artem Revenko, Kiamehr Rezaee, Mohammad Taher Pilehvar, José Camacho-Collados:
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context. EACL 2021: 1635-1645 - [c44]Asahi Ushio, Federico Liberatore, José Camacho-Collados:
Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword Extraction. EMNLP (1) 2021: 8089-8103 - [c43]Asahi Ushio, José Camacho-Collados, Steven Schockaert:
Distilling Relation Embeddings from Pretrained Language Models. EMNLP (1) 2021: 9044-9062 - [c42]Aleksandra Edwards, David Rogers, José Camacho-Collados, Hélène de Ribaupierre, Alun D. Preece:
Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports. DeepOntoNLP/X-SENTIMENT@ESWC 2021: 1-10 - [c41]Na Li, Zied Bouraoui, José Camacho-Collados, Luis Espinosa Anke, Qing Gu, Steven Schockaert:
Modelling General Properties of Nouns by Selectively Averaging Contextualised Embeddings. IJCAI 2021: 3850-3856 - [i32]Asahi Ushio, Federico Liberatore, José Camacho-Collados:
Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword Extraction. CoRR abs/2104.08028 (2021) - [i31]Francesco Barbieri, Luis Espinosa Anke, José Camacho-Collados:
XLM-T: A Multilingual Language Model Toolkit for Twitter. CoRR abs/2104.12250 (2021) - [i30]Asahi Ushio, Luis Espinosa Anke, Steven Schockaert, José Camacho-Collados:
BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies? CoRR abs/2105.04949 (2021) - [i29]Daniel Loureiro, Alípio Mário Jorge, José Camacho-Collados:
LMMS Reloaded: Transformer-based Sense Embeddings for Disambiguation and Beyond. CoRR abs/2105.12449 (2021) - [i28]David Tuxworth, Dimosthenis Antypas, Luis Espinosa Anke, José Camacho-Collados, Alun D. Preece, David Rogers:
Deriving Disinformation Insights from Geolocalized Twitter Callouts. CoRR abs/2108.03067 (2021) - [i27]Asahi Ushio, José Camacho-Collados, Steven Schockaert:
Distilling Relation Embeddings from Pre-trained Language Models. CoRR abs/2110.15705 (2021) - [i26]Aleksandra Edwards, Asahi Ushio, José Camacho-Collados, Hélène de Ribaupierre, Alun D. Preece:
Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification. CoRR abs/2111.09064 (2021) - 2020
- [b1]Mohammad Taher Pilehvar, José Camacho-Collados:
Embeddings in Natural Language Processing: Theory and Advances in Vector Representations of Meaning. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2020, ISBN 978-3-031-01049-1 - [c40]Zied Bouraoui, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert:
Modelling Semantic Categories Using Conceptual Neighborhood. AAAI 2020: 7448-7455 - [c39]Zied Bouraoui, José Camacho-Collados, Steven Schockaert:
Inducing Relational Knowledge from BERT. AAAI 2020: 7456-7463 - [c38]José Camacho-Collados, Mohammad Taher Pilehvar:
Embeddings in Natural Language Processing. COLING (Tutorial) 2020: 10-15 - [c37]Aleksandra Edwards, José Camacho-Collados, Hélène de Ribaupierre, Alun D. Preece:
Go Simple and Pre-Train on Domain-Specific Corpora: On the Role of Training Data for Text Classification. COLING 2020: 5522-5529 - [c36]Hsiao-Yu Chiang, José Camacho-Collados, Zachary A. Pardos:
Understanding the Source of Semantic Regularities in Word Embeddings. CoNLL 2020: 119-131 - [c35]Jae Hee Lee, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert:
Capturing Word Order in Averaging Based Sentence Embeddings. ECAI 2020: 2062-2069 - [c34]Francesco Barbieri, José Camacho-Collados, Luis Espinosa Anke, Leonardo Neves:
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification. EMNLP (Findings) 2020: 1644-1650 - [c33]Daniel Loureiro, José Camacho-Collados:
Don't Neglect the Obvious: On the Role of Unambiguous Words in Word Sense Disambiguation. EMNLP (1) 2020: 3514-3520 - [c32]Alessandro Raganato, Tommaso Pasini, José Camacho-Collados, Mohammad Taher Pilehvar:
XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization. EMNLP (1) 2020: 7193-7206 - [c31]José Camacho-Collados, Yerai Doval, Eugenio Martínez-Cámara, Luis Espinosa Anke, Francesco Barbieri, Steven Schockaert:
Learning Cross-Lingual Word Embeddings from Twitter via Distant Supervision. ICWSM 2020: 72-82 - [c30]Yerai Doval, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert:
On the Robustness of Unsupervised and Semi-supervised Cross-lingual Word Embedding Learning. LREC 2020: 4013-4023 - [c29]Tommaso Pasini, José Camacho-Collados:
A Short Survey on Sense-Annotated Corpora. LREC 2020: 5759-5765 - [c28]David Owen, José Camacho-Collados, Luis Espinosa Anke:
Towards Preemptive Detection of Depression and Anxiety in Twitter. SMM4H@COLING 2020: 82-89 - [i25]Daniel Loureiro, José Camacho-Collados:
Don't Neglect the Obvious: On the Role of Unambiguous Words in Word Sense Disambiguation. CoRR abs/2004.14325 (2020) - [i24]Anna Breit, Artem Revenko, Kiamehr Rezaee, Mohammad Taher Pilehvar, José Camacho-Collados:
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context. CoRR abs/2004.15016 (2020) - [i23]Daniel Loureiro, Kiamehr Rezaee, Mohammad Taher Pilehvar, José Camacho-Collados:
Language Models and Word Sense Disambiguation: An Overview and Analysis. CoRR abs/2008.11608 (2020) - [i22]Alessandro Raganato, Tommaso Pasini, José Camacho-Collados, Mohammad Taher Pilehvar:
XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization. CoRR abs/2010.06478 (2020) - [i21]Francesco Barbieri, José Camacho-Collados, Leonardo Neves, Luis Espinosa Anke:
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification. CoRR abs/2010.12421 (2020) - [i20]Aleksandra Edwards, David Rogers, José Camacho-Collados, Hélène de Ribaupierre, Alun D. Preece:
Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports. CoRR abs/2010.14584 (2020) - [i19]David Owen, José Camacho-Collados, Luis Espinosa Anke:
Towards Preemptive Detection of Depression and Anxiety in Twitter. CoRR abs/2011.05249 (2020) - [i18]Na Li, Zied Bouraoui, José Camacho-Collados, Luis Espinosa Anke, Qing Gu, Steven Schockaert:
Modelling General Properties of Nouns by Selectively Averaging Contextualised Embeddings. CoRR abs/2012.07580 (2020)
2010 – 2019
- 2019
- [j5]Roberta Akemi Sinoara, José Camacho-Collados, Rafael Geraldeli Rossi, Roberto Navigli, Solange O. Rezende:
Knowledge-enhanced document embeddings for text classification. Knowl. Based Syst. 163: 955-971 (2019) - [j4]José Camacho-Collados, Claudio Delli Bovi, Alessandro Raganato, Roberto Navigli:
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 53(2): 251-278 (2019) - [c27]José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert:
Relational Word Embeddings. ACL (1) 2019: 3286-3296 - [c26]José Camacho-Collados, Luis Espinosa Anke, Shoaib Jameel, Steven Schockaert:
A Latent Variable Model for Learning Distributional Relation Vectors. IJCAI 2019: 4911-4917 - [c25]Mohammad Taher Pilehvar, José Camacho-Collados:
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations. NAACL-HLT (1) 2019: 1267-1273 - [c24]Carlos Perelló, David Tomás, Alberto Garcia-Garcia, José García Rodríguez, José Camacho-Collados:
UA at SemEval-2019 Task 5: Setting A Strong Linear Baseline for Hate Speech Detection. SemEval@NAACL-HLT 2019: 508-513 - [e1]Luis Espinosa Anke, Thierry Declerck, Dagmar Gromann, José Camacho-Collados, Mohammad Taher Pilehvar:
Proceedings of the 5th Workshop on Semantic Deep Learning, SemDeep@IJCAI 2019, Macau, China, August 12, 2019. Association for Computational Linguistics 2019, ISBN 978-1-950737-19-2 [contents] - [i17]José Camacho-Collados, Yerai Doval, Eugenio Martínez-Cámara, Luis Espinosa Anke, Francesco Barbieri, Steven Schockaert:
Learning Cross-lingual Embeddings from Twitter via Distant Supervision. CoRR abs/1905.07358 (2019) - [i16]José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert:
Relational Word Embeddings. CoRR abs/1906.01373 (2019) - [i15]Yerai Doval, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert:
On the Robustness of Unsupervised and Semi-supervised Cross-lingual Word Embedding Learning. CoRR abs/1908.07742 (2019) - [i14]Yerai Doval, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert:
Meemi: A Simple Method for Post-processing Cross-lingual Word Embeddings. CoRR abs/1910.07221 (2019) - [i13]Zied Bouraoui, José Camacho-Collados, Steven Schockaert:
Inducing Relational Knowledge from BERT. CoRR abs/1911.12753 (2019) - [i12]Zied Bouraoui, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert:
Modelling Semantic Categories using Conceptual Neighborhood. CoRR abs/1912.01220 (2019) - 2018
- [j3]José Camacho-Collados, Mohammad Taher Pilehvar:
From Word To Sense Embeddings: A Survey on Vector Representations of Meaning. J. Artif. Intell. Res. 63: 743-788 (2018) - [j2]Lara Quijano Sánchez, Federico Liberatore, José Camacho-Collados, Miguel Camacho-Collados:
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. 149: 155-168 (2018) - [c23]José Camacho-Collados, Mohammad Taher Pilehvar:
On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis. BlackboxNLP@EMNLP 2018: 40-46 - [c22]Yerai Doval, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert:
Improving Cross-Lingual Word Embeddings by Meeting in the Middle. EMNLP 2018: 294-304 - [c21]Francesco Barbieri, Luis Espinosa Anke, José Camacho-Collados, Steven Schockaert, Horacio Saggion:
Interpretable Emoji Prediction via Label-Wise Attention LSTMs. EMNLP 2018: 4766-4771 - [c20]José Camacho-Collados, Luis Espinosa Anke, Mohammad Taher Pilehvar:
The interplay between lexical resources and Natural Language Processing. NAACL-HLT (Tutorial Abstracts) 2018: 17-23 - [c19]Francesco Barbieri, José Camacho-Collados, Francesco Ronzano, Luis Espinosa Anke, Miguel Ballesteros, Valerio Basile, Viviana Patti, Horacio Saggion:
SemEval 2018 Task 2: Multilingual Emoji Prediction. SemEval@NAACL-HLT 2018: 24-33 - [c18]José Camacho-Collados, Claudio Delli Bovi, Luis Espinosa Anke, Sergio Oramas, Tommaso Pasini, Enrico Santus, Vered Shwartz, Roberto Navigli, Horacio Saggion:
SemEval-2018 Task 9: Hypernym Discovery. SemEval@NAACL-HLT 2018: 712-724 - [c17]Francesco Barbieri, José Camacho-Collados:
How Gender and Skin Tone Modifiers Affect Emoji Semantics in Twitter. *SEM@NAACL-HLT 2018: 101-106 - [i11]Tommaso Pasini, José Camacho-Collados:
A Short Survey on Sense-Annotated Corpora for Diverse Languages and Resources. CoRR abs/1802.04744 (2018) - [i10]José Camacho-Collados, Mohammad Taher Pilehvar:
From Word to Sense Embeddings: A Survey on Vector Representations of Meaning. CoRR abs/1805.04032 (2018) - [i9]José Camacho-Collados, Luis Espinosa Anke, Mohammad Taher Pilehvar:
The Interplay between Lexical Resources and Natural Language Processing. CoRR abs/1807.00571 (2018) - [i8]Yerai Doval, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert:
Improving Cross-Lingual Word Embeddings by Meeting in the Middle. CoRR abs/1808.08780 (2018) - [i7]Mohammad Taher Pilehvar, José Camacho-Collados:
WiC: 10, 000 Example Pairs for Evaluating Context-Sensitive Representations. CoRR abs/1808.09121 (2018) - 2017
- [c16]Claudio Delli Bovi, José Camacho-Collados, Alessandro Raganato, Roberto Navigli:
EuroSense: Automatic Harvesting of Multilingual Sense Annotations from Parallel Text. ACL (2) 2017: 594-600 - [c15]Mohammad Taher Pilehvar, José Camacho-Collados, Roberto Navigli, Nigel Collier:
Towards a Seamless Integration of Word Senses into Downstream NLP Applications. ACL (1) 2017: 1857-1869 - [c14]Massimiliano Mancini, José Camacho-Collados, Ignacio Iacobacci, Roberto Navigli:
Embedding Words and Senses Together via Joint Knowledge-Enhanced Training. CoNLL 2017: 100-111 - [c13]Alessandro Raganato, José Camacho-Collados, Roberto Navigli:
Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison. EACL (1) 2017: 99-110 - [c12]José Camacho-Collados, Roberto Navigli:
BabelDomains: Large-Scale Domain Labeling of Lexical Resources. EACL (2) 2017: 223-228 - [c11]José Camacho-Collados, Mohammad Taher Pilehvar, Nigel Collier, Roberto Navigli:
SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity. SemEval@ACL 2017: 15-26 - [i6]José Camacho-Collados:
Why we have switched from building full-fledged taxonomies to simply detecting hypernymy relations. CoRR abs/1703.04178 (2017) - [i5]José Camacho-Collados, Mohammad Taher Pilehvar:
On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis. CoRR abs/1707.01780 (2017) - [i4]Mohammad Taher Pilehvar, José Camacho-Collados, Roberto Navigli, Nigel Collier:
Towards a Seamless Integration of Word Senses into Downstream NLP Applications. CoRR abs/1710.06632 (2017) - 2016
- [j1]José Camacho-Collados, Mohammad Taher Pilehvar, Roberto Navigli:
Nasari: Integrating explicit knowledge and corpus statistics for a multilingual representation of concepts and entities. Artif. Intell. 240: 36-64 (2016) - [c10]Luis Espinosa Anke, Sergio Oramas, José Camacho-Collados, Horacio Saggion:
Finding and Expanding Hypernymic Relations in the Music Domain. CCIA 2016: 291-296 - [c9]Luis Espinosa Anke, José Camacho-Collados, Sara Rodríguez-Fernández, Horacio Saggion, Leo Wanner:
Extending WordNet with Fine-Grained Collocational Information via Supervised Distributional Learning. COLING 2016: 3422-3432 - [c8]Luis Espinosa Anke, José Camacho-Collados, Claudio Delli Bovi, Horacio Saggion:
Supervised Distributional Hypernym Discovery via Domain Adaptation. EMNLP 2016: 424-435 - [c7]José Camacho-Collados, Claudio Delli Bovi, Alessandro Raganato, Roberto Navigli:
A Large-Scale Multilingual Disambiguation of Glosses. LREC 2016 - [c6]Alessandro Raganato, José Camacho-Collados, Antonio Raganato, Yunseo Joung:
Semantic Indexing of Multilingual Corpora and its Application on the History Domain. LT4DH@COLING 2016: 140-147 - [c5]José Camacho-Collados, Roberto Navigli:
Find the word that does not belong: A Framework for an Intrinsic Evaluation of Word Vector Representations. RepEval@ACL 2016: 43-50 - [i3]José Camacho-Collados, Ignacio Iacobacci, Roberto Navigli, Mohammad Taher Pilehvar:
Semantic Representations of Word Senses and Concepts. CoRR abs/1608.00841 (2016) - [i2]José Camacho-Collados, Claudio Delli Bovi, Alessandro Raganato, Roberto Navigli:
A Large-Scale Multilingual Disambiguation of Glosses. CoRR abs/1608.06718 (2016) - [i1]Massimiliano Mancini, José Camacho-Collados, Ignacio Iacobacci, Roberto Navigli:
Embedding Words and Senses Together via Joint Knowledge-Enhanced Training. CoRR abs/1612.02703 (2016) - 2015
- [c4]José Camacho-Collados, Mohammad Taher Pilehvar, Roberto Navigli:
A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets. ACL (2) 2015: 1-7 - [c3]José Camacho-Collados, Mohammad Taher Pilehvar, Roberto Navigli:
A Unified Multilingual Semantic Representation of Concepts. ACL (1) 2015: 741-751 - [c2]José Camacho-Collados, Mohammad Taher Pilehvar, Roberto Navigli:
NASARI: a Novel Approach to a Semantically-Aware Representation of Items. HLT-NAACL 2015: 567-577 - 2014
- [c1]Mokhtar Boumedyen Billami, José Camacho-Collados, Évelyne Jacquey, Laurence Kister:
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]. TALN (1) 2014: 363-376
Coauthor Index
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