José Camacho-Collados

170 papers A* 15A 3B 12Journal 79Unranked 56
YearRankTypeTitle / Venue / Authors
2026 J jnl
Report-based Recommendations for Policy Making and Agency Operations: Dataset and LLM Evaluation.
CoRR
Aleksandra Edwards, Thomas Edwards, José Camacho-Collados, Alun D. Preece
2026 — conf
The Problem of Ambiguity in Table Question Answering.
EACL (Findings)
Jorge Osés Grijalba, L. Alfonso Ureña, Eugenio Martínez-Cámara, José Camacho-Collados
2026 J jnl
Understanding LLM Performance Degradation in Multi-Instance Processing: The Roles of Instance Count and Context Length.
CoRR
Jingxuan Chen, Mohammad Taher Pilehvar, José Camacho-Collados
2025 B conf
Analysing Zero-Shot Readability-Controlled Sentence Simplification.
COLING
Abdullah Barayan, José Camacho-Collados, Fernando Alva-Manchego
2025 B conf
Automatic Extraction of Metaphoric Analogies from Literary Texts: Task Formulation, Dataset Construction, and Evaluation.
COLING
Joanne Boisson, Zara Siddique, Hsuvas Borkakoty, Dimosthenis Antypas, Luis Espinosa Anke, José Camacho-Collados
2025 J jnl
Exploring State Tracking Capabilities of Large Language Models.
CoRR
Kiamehr Rezaee, José Camacho-Collados, Mohammad Taher Pilehvar
2025 — conf
METAPHORSHARE: A Dynamic Collaborative Repository of Open Metaphor Datasets.
NAACL (System Demonstrations)
Joanne Boisson, Arif Mehmood, José Camacho-Collados
2025 J jnl
MORABLES: A Benchmark for Assessing Abstract Moral Reasoning in LLMs with Fables.
CoRR
Matteo Marcuzzo, Alessandro Zangari, Andrea Albarelli, José Camacho-Collados, Mohammad Taher Pilehvar
2025 A* conf
Morables: A Benchmark for Assessing Abstract Moral Reasoning in LLMs with Fables.
EMNLP
Matteo Marcuzzo, Alessandro Zangari, Andrea Albarelli, José Camacho-Collados, Mohammad Taher Pilehvar
2025 J jnl
Overview of PRESTA at IberLEF 2025: Question Answering Over Tabular Data In Spanish.
Proces. del Leng. Natural
Jorge Osés Grijalba, Luis Alfonso Ureña López, Eugenio Martínez Cámara, José Camacho-Collados
2025 A* conf
Pun Unintended: LLMs and the Illusion of Humor Understanding.
EMNLP
Alessandro Zangari, Matteo Marcuzzo, Andrea Albarelli, Mohammad Taher Pilehvar, José Camacho-Collados
2025 J jnl
Pun Unintended: LLMs and the Illusion of Humor Understanding.
CoRR
Alessandro Zangari, Matteo Marcuzzo, Andrea Albarelli, Mohammad Taher Pilehvar, José Camacho-Collados
2025 J jnl
RelBERT: Embedding relations with language models.
Artif. Intell.
Asahi Ushio, José Camacho-Collados, Steven Schockaert
2024 — conf
A Multi-Faceted NLP Analysis of Misinformation Spreaders in Twitter.
WASSA
Dimosthenis Antypas, Alun D. Preece, José Camacho-Collados
2024 — conf
A RelEntLess Benchmark for Modelling Graded Relations between Named Entities.
EACL (1)
Asahi Ushio, José Camacho-Collados, Steven Schockaert
2024 — conf
A Systematic Analysis on the Temporal Generalization of Language Models in Social Media.
WASSA
Asahi Ushio, José Camacho-Collados
2024 J jnl
A Systematic Analysis on the Temporal Generalization of Language Models in Social Media.
CoRR
Asahi Ushio, José Camacho-Collados
2024 J jnl
Analysing Zero-Shot Readability-Controlled Sentence Simplification.
CoRR
Abdullah Barayan, José Camacho-Collados, Fernando Alva-Manchego
2024 J jnl
Automatic Extraction of Metaphoric Analogies from Literary Texts: Task Formulation, Dataset Construction, and Evaluation.
CoRR
Joanne Boisson, Zara Siddique, Hsuvas Borkakoty, Dimosthenis Antypas, Luis Espinosa Anke, José Camacho-Collados
2024 A* conf
BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages.
NeurIPS
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 Rzayev, Nina White, Seid Muhie Yimam, Mohammad Taher Pilehvar, Nedjma Ousidhoum, José Camacho-Collados, Alice Oh
2024 J jnl
BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages.
CoRR
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
2024 — conf
Do Large Language Models Understand Mansplaining? Well, Actually...
LREC/COLING
Carla Pérez-Almendros, José Camacho-Collados
2024 A* conf
Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models.
EMNLP
Yi Zhou, Danushka Bollegala, José Camacho-Collados
2024 J jnl
Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models.
CoRR
Yi Zhou, Danushka Bollegala, José Camacho-Collados
2024 — conf
Exploring Cross-Cultural Differences in English Hate Speech Annotations: From Dataset Construction to Analysis.
NAACL-HLT
Nayeon Lee, Chani Jung, Junho Myung, Jiho Jin, José Camacho-Collados, Juho Kim, Alice Oh
2024 J jnl
Federated Learning for Exploiting Annotators' Disagreements in Natural Language Processing.
Trans. Assoc. Comput. Linguistics
Nuria Rodríguez Barroso, Eugenio Martínez Cámara, José Camacho-Collados, María Victoria Luzón, Francisco Herrera
2024 — conf
Language Models for Text Classification: Is In-Context Learning Enough?
LREC/COLING
Aleksandra Edwards, José Camacho-Collados
2024 J jnl
Language Models for Text Classification: Is In-Context Learning Enough?
CoRR
Aleksandra Edwards, José Camacho-Collados
2024 J jnl
MetaphorShare: A Dynamic Collaborative Repository of Open Metaphor Datasets.
CoRR
Joanne Boisson, Arif Mehmood, José Camacho-Collados
2024 A* conf
Multilingual Topic Classification in X: Dataset and Analysis.
EMNLP
Dimosthenis Antypas, Asahi Ushio, Francesco Barbieri, José Camacho-Collados
2024 J jnl
Multilingual Topic Classification in X: Dataset and Analysis.
CoRR
Dimosthenis Antypas, Asahi Ushio, Francesco Barbieri, José Camacho-Collados
2024 — conf
Question Answering over Tabular Data with DataBench: A Large-Scale Empirical Evaluation of LLMs.
LREC/COLING
Jorge Osés Grijalba, Luis Alfonso Ureña López, Eugenio Martínez Cámara, José Camacho-Collados
2024 J jnl
Sensitive Content Classification in Social Media: A Holistic Resource and Evaluation.
CoRR
Dimosthenis Antypas, Indira Sen, Carla Pérez-Almendros, José Camacho-Collados, Francesco Barbieri
2024 J jnl
Towards Quality Benchmarking in Question Answering over Tabular Data in Spanish.
Proces. del Leng. Natural
Jorge Osés Grijalba, Luis Alfonso Ureña López, José Camacho-Collados, Eugenio Martínez Cámara
2024 — conf
TweetTER: A Benchmark for Target Entity Retrieval on Twitter without Knowledge Bases.
LREC/COLING
Kiamehr Rezaee, José Camacho-Collados, Mohammad Taher Pilehvar
2024 J jnl
Words as Trigger Points in Social Media Discussions.
CoRR
Dimosthenis Antypas, Christian Arnold, José Camacho-Collados, Nedjma Ousidhoum, Carla Pérez-Almendros
2023 — conf
A Practical Toolkit for Multilingual Question and Answer Generation.
ACL (demo)
Asahi Ushio, Fernando Alva-Manchego, José Camacho-Collados
2023 J jnl
A Practical Toolkit for Multilingual Question and Answer Generation.
CoRR
Asahi Ushio, Fernando Alva-Manchego, José Camacho-Collados
2023 A* conf
A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models.
EMNLP
Yi Zhou, José Camacho-Collados, Danushka Bollegala
2023 J jnl
A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models.
CoRR
Yi Zhou, José Camacho-Collados, Danushka Bollegala
2023 J jnl
A RelEntLess Benchmark for Modelling Graded Relations between Named Entities.
CoRR
Asahi Ushio, José Camacho-Collados, Steven Schockaert
2023 J jnl
An Efficient Multilingual Language Model Compression through Vocabulary Trimming.
CoRR
Asahi Ushio, Yi Zhou, José Camacho-Collados
2023 — conf
An Empirical Comparison of LM-based Question and Answer Generation Methods.
ACL (Findings)
Asahi Ushio, Fernando Alva-Manchego, José Camacho-Collados
2023 J jnl
An Empirical Comparison of LM-based Question and Answer Generation Methods.
CoRR
Asahi Ushio, Fernando Alva-Manchego, José Camacho-Collados
2023 A* conf
Construction Artifacts in Metaphor Identification Datasets.
EMNLP
Joanne Boisson, Luis Espinosa Anke, José Camacho-Collados
2023 J jnl
Construction Artifacts in Metaphor Identification Datasets.
CoRR
Joanne Boisson, Luis Espinosa Anke, José Camacho-Collados
2023 — conf
Efficient Multilingual Language Model Compression through Vocabulary Trimming.
EMNLP (Findings)
Asahi Ushio, Yi Zhou, José Camacho-Collados
2023 — conf
Extended Overview of the CLEF-2023 LongEval Lab on Longitudinal Evaluation of Model Performance.
CLEF (Working Notes)
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
2023 — conf
LongEval: Longitudinal Evaluation of Model Performance at CLEF 2023.
ECIR (3)
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
2023 J jnl
Meemi: A simple method for post-processing and integrating cross-lingual word embeddings.
Nat. Lang. Eng.
Yerai Doval, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert
2023 J jnl
Negativity spreads faster: A large-scale multilingual twitter analysis on the role of sentiment in political communication.
Online Soc. Networks Media
Dimosthenis Antypas, Alun D. Preece, José Camacho-Collados
2023 — conf
Overview of the CLEF-2023 LongEval Lab on Longitudinal Evaluation of Model Performance.
CLEF
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
2023 — ed.
Proceedings of the The 12th Joint Conference on Lexical and Computational Semantics, *SEM@ACL 2023, Toronto, Canada, July 13-14, 2023
*SEM@ACL
Alexis Palmer, José Camacho-Collados
2023 J jnl
RelBERT: Embedding Relations with Language Models.
CoRR
Asahi Ushio, José Camacho-Collados, Steven Schockaert
2023 J jnl
Robust Hate Speech Detection in Social Media: A Cross-Dataset Empirical Evaluation.
CoRR
Dimosthenis Antypas, José Camacho-Collados
2023 — conf
SemEval-2023 Task 1: Visual Word Sense Disambiguation.
SemEval@ACL
Alessandro Raganato, Iacer Calixto, Asahi Ushio, José Camacho-Collados, Mohammad Taher Pilehvar
2023 — conf
SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP Research.
EMNLP (Findings)
Dimosthenis Antypas, Asahi Ushio, Francesco Barbieri, Leonardo Neves, Kiamehr Rezaee, Luis Espinosa Anke, Jiaxin Pei, José Camacho-Collados
2023 J jnl
SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP Research.
CoRR
Dimosthenis Antypas, Asahi Ushio, Francesco Barbieri, Leonardo Neves, Kiamehr Rezaee, Luis Espinosa Anke, Jiaxin Pei, José Camacho-Collados
2023 J jnl
Tweet Insights: A Visualization Platform to Extract Temporal Insights from Twitter.
CoRR
Daniel Loureiro, Kiamehr Rezaee, Talayeh Riahi, Francesco Barbieri, Leonardo Neves, Luis Espinosa Anke, José Camacho-Collados
2022 — conf
Assessing the Limits of the Distributional Hypothesis in Semantic Spaces: Trait-based Relational Knowledge and the Impact of Co-occurrences.
*SEM@NAACL-HLT
Mark Anderson, José Camacho-Collados
2022 J jnl
Assessing the Limits of the Distributional Hypothesis in Semantic Spaces: Trait-based Relational Knowledge and the Impact of Co-occurrences.
CoRR
Mark Anderson, José Camacho-Collados
2022 — conf
CardiffNLP-Metaphor at SemEval-2022 Task 2: Targeted Fine-tuning of Transformer-based Language Models for Idiomaticity Detection.
SemEval@NAACL
Joanne Boisson, José Camacho-Collados, Luis Espinosa Anke
2022 A* conf
Generative Language Models for Paragraph-Level Question Generation.
EMNLP
Asahi Ushio, Fernando Alva-Manchego, José Camacho-Collados
2022 J jnl
Generative Language Models for Paragraph-Level Question Generation.
CoRR
Asahi Ushio, Fernando Alva-Manchego, José Camacho-Collados
2022 J jnl
LMMS reloaded: Transformer-based sense embeddings for disambiguation and beyond.
Artif. Intell.
Daniel Loureiro, Alípio Mário Jorge, José Camacho-Collados
2022 — conf
NLP4SM: Natural Language Processing for social media.
SEPLN (Projects and Demonstrations)
Gonzalo Medina, José Camacho-Collados, Eugenio Martínez-Cámara
2022 — conf
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts.
AACL/IJCNLP (1)
Asahi Ushio, Francesco Barbieri, Vítor Silva, Leonardo Neves, José Camacho-Collados
2022 J jnl
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts.
CoRR
Asahi Ushio, Leonardo Neves, Vítor Silva, Francesco Barbieri, José Camacho-Collados
2022 J jnl
Politics and Virality in the Time of Twitter: A Large-Scale Cross-Party Sentiment Analysis in Greece, Spain and United Kingdom.
CoRR
Dimosthenis Antypas, Alun D. Preece, José Camacho-Collados
2022 — conf
Probing Relational Knowledge in Language Models via Word Analogies.
EMNLP (Findings)
Kiamehr Rezaee, José Camacho-Collados
2022 — ed.
Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, *SEM@NAACL-HLT 2022, Seattle, WA, USA, July 14-15, 2022
*SEM@NAACL-HLT
Vivi Nastase, Ellie Pavlick, Mohammad Taher Pilehvar, José Camacho-Collados, Alessandro Raganato
2022 J jnl
T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition.
CoRR
Asahi Ushio, José Camacho-Collados
2022 B conf
TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media.
COLING
Daniel Loureiro, Aminette D'Souza, Areej Nasser Muhajab, Isabella A. White, Gabriel Wong, Luis Espinosa Anke, Leonardo Neves, Francesco Barbieri, José Camacho-Collados
2022 J jnl
TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media.
CoRR
Daniel Loureiro, Aminette D'Souza, Areej Nasser Muhajab, Isabella A. White, Gabriel Wong, Luis Espinosa Anke, Leonardo Neves, Francesco Barbieri, José Camacho-Collados
2022 — conf
TimeLMs: Diachronic Language Models from Twitter.
ACL (demo)
Daniel Loureiro, Francesco Barbieri, Leonardo Neves, Luis Espinosa Anke, José Camacho-Collados
2022 J jnl
TimeLMs: Diachronic Language Models from Twitter.
CoRR
Daniel Loureiro, Francesco Barbieri, Leonardo Neves, Luis Espinosa Anke, José Camacho-Collados
2022 — conf
TweetNLP: Cutting-Edge Natural Language Processing for Social Media.
EMNLP (Demos)
José Camacho-Collados, Kiamehr Rezaee, Talayeh Riahi, Asahi Ushio, Daniel Loureiro, Dimosthenis Antypas, Joanne Boisson, Luis Espinosa Anke, Fangyu Liu, Eugenio Martínez Cámara
2022 J jnl
TweetNLP: Cutting-Edge Natural Language Processing for Social Media.
CoRR
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
2022 B conf
Twitter Topic Classification.
COLING
Dimosthenis Antypas, Asahi Ushio, José Camacho-Collados, Vítor Silva, Leonardo Neves, Francesco Barbieri
2022 J jnl
Twitter Topic Classification.
CoRR
Dimosthenis Antypas, Asahi Ushio, José Camacho-Collados, Leonardo Neves, Vítor Silva, Francesco Barbieri
2022 B conf
XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond.
LREC
Francesco Barbieri, Luis Espinosa Anke, José Camacho-Collados
2021 J jnl
Analysis and Evaluation of Language Models for Word Sense Disambiguation.
Comput. Linguistics
Daniel Loureiro, Kiamehr Rezaee, Mohammad Taher Pilehvar, José Camacho-Collados
2021 — conf
BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies?
ACL/IJCNLP (1)
Asahi Ushio, Luis Espinosa Anke, Steven Schockaert, José Camacho-Collados
2021 J jnl
BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies?
CoRR
Asahi Ushio, Luis Espinosa Anke, Steven Schockaert, José Camacho-Collados
2021 — conf
Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword Extraction.
EMNLP (1)
Asahi Ushio, Federico Liberatore, José Camacho-Collados
2021 J jnl
Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword Extraction.
CoRR
Asahi Ushio, Federico Liberatore, José Camacho-Collados
2021 — conf
COVID-19 and Misinformation: A Large-Scale Lexical Analysis on Twitter.
ACL (student)
Dimosthenis Antypas, José Camacho-Collados, Alun D. Preece, David Rogers
2021 J jnl
Deriving Disinformation Insights from Geolocalized Twitter Callouts.
CoRR
David Tuxworth, Dimosthenis Antypas, Luis Espinosa Anke, José Camacho-Collados, Alun D. Preece, David Rogers
2021 J jnl
Distilling Relation Embeddings from Pre-trained Language Models.
CoRR
Asahi Ushio, José Camacho-Collados, Steven Schockaert
2021 — conf
Distilling Relation Embeddings from Pretrained Language Models.
EMNLP (1)
Asahi Ushio, José Camacho-Collados, Steven Schockaert
2021 J jnl
Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification.
CoRR
Aleksandra Edwards, Asahi Ushio, José Camacho-Collados, Hélène de Ribaupierre, Alun D. Preece
2021 J jnl
LMMS Reloaded: Transformer-based Sense Embeddings for Disambiguation and Beyond.
CoRR
Daniel Loureiro, Alípio Mário Jorge, José Camacho-Collados
2021 A* conf
Modelling General Properties of Nouns by Selectively Averaging Contextualised Embeddings.
IJCAI
Na Li, Zied Bouraoui, José Camacho-Collados, Luis Espinosa Anke, Qing Gu, Steven Schockaert
2021 — conf
Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports.
DeepOntoNLP/X-SENTIMENT@ESWC
Aleksandra Edwards, David Rogers, José Camacho-Collados, Hélène de Ribaupierre, Alun D. Preece
2021 — conf
T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition.
EACL (System Demonstrations)
Asahi Ushio, José Camacho-Collados
2021 A conf
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context.
EACL
Anna Breit, Artem Revenko, Kiamehr Rezaee, Mohammad Taher Pilehvar, José Camacho-Collados
2021 J jnl
XLM-T: A Multilingual Language Model Toolkit for Twitter.
CoRR
Francesco Barbieri, Luis Espinosa Anke, José Camacho-Collados
2020 B conf
A Short Survey on Sense-Annotated Corpora.
LREC
Tommaso Pasini, José Camacho-Collados
2020 A conf
Capturing Word Order in Averaging Based Sentence Embeddings.
ECAI
Jae Hee Lee, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert
2020 — conf
Don't Neglect the Obvious: On the Role of Unambiguous Words in Word Sense Disambiguation.
EMNLP (1)
Daniel Loureiro, José Camacho-Collados
2020 J jnl
Don't Neglect the Obvious: On the Role of Unambiguous Words in Word Sense Disambiguation.
CoRR
Daniel Loureiro, José Camacho-Collados
2020 — conf
Embeddings in Natural Language Processing.
COLING (Tutorial)
José Camacho-Collados, Mohammad Taher Pilehvar
2020 — book
Embeddings in Natural Language Processing: Theory and Advances in Vector Representations of Meaning
Embeddings in Natural Language Processing
Mohammad Taher Pilehvar, José Camacho-Collados
2020 B conf
Go Simple and Pre-Train on Domain-Specific Corpora: On the Role of Training Data for Text Classification.
COLING
Aleksandra Edwards, José Camacho-Collados, Hélène de Ribaupierre, Alun D. Preece
2020 A* conf
Inducing Relational Knowledge from BERT.
AAAI
Zied Bouraoui, José Camacho-Collados, Steven Schockaert
2020 J jnl
Language Models and Word Sense Disambiguation: An Overview and Analysis.
CoRR
Daniel Loureiro, Kiamehr Rezaee, Mohammad Taher Pilehvar, José Camacho-Collados
2020 A conf
Learning Cross-Lingual Word Embeddings from Twitter via Distant Supervision.
ICWSM
José Camacho-Collados, Yerai Doval, Eugenio Martínez-Cámara, Luis Espinosa Anke, Francesco Barbieri, Steven Schockaert
2020 J jnl
Modelling General Properties of Nouns by Selectively Averaging Contextualised Embeddings.
CoRR
Na Li, Zied Bouraoui, José Camacho-Collados, Luis Espinosa Anke, Qing Gu, Steven Schockaert
2020 A* conf
Modelling Semantic Categories Using Conceptual Neighborhood.
AAAI
Zied Bouraoui, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert
2020 B conf
On the Robustness of Unsupervised and Semi-supervised Cross-lingual Word Embedding Learning.
LREC
Yerai Doval, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert
2020 J jnl
Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports.
CoRR
Aleksandra Edwards, David Rogers, José Camacho-Collados, Hélène de Ribaupierre, Alun D. Preece
2020 — conf
Towards Preemptive Detection of Depression and Anxiety in Twitter.
SMM4H@COLING
David Owen, José Camacho-Collados, Luis Espinosa Anke
2020 J jnl
Towards Preemptive Detection of Depression and Anxiety in Twitter.
CoRR
David Owen, José Camacho-Collados, Luis Espinosa Anke
2020 — conf
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification.
EMNLP (Findings)
Francesco Barbieri, José Camacho-Collados, Luis Espinosa Anke, Leonardo Neves
2020 J jnl
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification.
CoRR
Francesco Barbieri, José Camacho-Collados, Leonardo Neves, Luis Espinosa Anke
2020 B conf
Understanding the Source of Semantic Regularities in Word Embeddings.
CoNLL
Hsiao-Yu Chiang, José Camacho-Collados, Zachary A. Pardos
2020 J jnl
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context.
CoRR
Anna Breit, Artem Revenko, Kiamehr Rezaee, Mohammad Taher Pilehvar, José Camacho-Collados
2020 — conf
XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization.
EMNLP (1)
Alessandro Raganato, Tommaso Pasini, José Camacho-Collados, Mohammad Taher Pilehvar
2020 J jnl
XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization.
CoRR
Alessandro Raganato, Tommaso Pasini, José Camacho-Collados, Mohammad Taher Pilehvar
2019 A* conf
A Latent Variable Model for Learning Distributional Relation Vectors.
IJCAI
José Camacho-Collados, Luis Espinosa Anke, Shoaib Jameel, Steven Schockaert
2019 J jnl
Inducing Relational Knowledge from BERT.
CoRR
Zied Bouraoui, José Camacho-Collados, Steven Schockaert
2019 J jnl
Knowledge-enhanced document embeddings for text classification.
Knowl. Based Syst.
Roberta Akemi Sinoara, José Camacho-Collados, Rafael Geraldeli Rossi, Roberto Navigli, Solange O. Rezende
2019 J jnl
Learning Cross-lingual Embeddings from Twitter via Distant Supervision.
CoRR
José Camacho-Collados, Yerai Doval, Eugenio Martínez-Cámara, Luis Espinosa Anke, Francesco Barbieri, Steven Schockaert
2019 J jnl
Meemi: A Simple Method for Post-processing Cross-lingual Word Embeddings.
CoRR
Yerai Doval, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert
2019 J jnl
Modelling Semantic Categories using Conceptual Neighborhood.
CoRR
Zied Bouraoui, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert
2019 J jnl
On the Robustness of Unsupervised and Semi-supervised Cross-lingual Word Embedding Learning.
CoRR
Yerai Doval, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert
2019 — ed.
Proceedings of the 5th Workshop on Semantic Deep Learning, SemDeep@IJCAI 2019, Macau, China, August 12, 2019
SemDeep@IJCAI
Luis Espinosa Anke, Thierry Declerck, Dagmar Gromann, José Camacho-Collados, Mohammad Taher Pilehvar
2019 — conf
Relational Word Embeddings.
ACL (1)
José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert
2019 J jnl
Relational Word Embeddings.
CoRR
José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert
2019 J jnl
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
José Camacho-Collados, Claudio Delli Bovi, Alessandro Raganato, Roberto Navigli
2019 — conf
UA at SemEval-2019 Task 5: Setting A Strong Linear Baseline for Hate Speech Detection.
SemEval@NAACL-HLT
Carlos Perelló, David Tomás, Alberto Garcia-Garcia, José García Rodríguez, José Camacho-Collados
2019 — conf
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations.
NAACL-HLT (1)
Mohammad Taher Pilehvar, José Camacho-Collados
2018 J jnl
A Short Survey on Sense-Annotated Corpora for Diverse Languages and Resources.
CoRR
Tommaso Pasini, José Camacho-Collados
2018 J jnl
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.
Lara Quijano Sánchez, Federico Liberatore, José Camacho-Collados, Miguel Camacho-Collados
2018 J jnl
From Word To Sense Embeddings: A Survey on Vector Representations of Meaning.
J. Artif. Intell. Res.
José Camacho-Collados, Mohammad Taher Pilehvar
2018 J jnl
From Word to Sense Embeddings: A Survey on Vector Representations of Meaning.
CoRR
José Camacho-Collados, Mohammad Taher Pilehvar
2018 — conf
How Gender and Skin Tone Modifiers Affect Emoji Semantics in Twitter.
*SEM@NAACL-HLT
Francesco Barbieri, José Camacho-Collados
2018 A* conf
Improving Cross-Lingual Word Embeddings by Meeting in the Middle.
EMNLP
Yerai Doval, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert
2018 J jnl
Improving Cross-Lingual Word Embeddings by Meeting in the Middle.
CoRR
Yerai Doval, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert
2018 A* conf
Interpretable Emoji Prediction via Label-Wise Attention LSTMs.
EMNLP
Francesco Barbieri, Luis Espinosa Anke, José Camacho-Collados, Steven Schockaert, Horacio Saggion
2018 — conf
On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis.
BlackboxNLP@EMNLP
José Camacho-Collados, Mohammad Taher Pilehvar
2018 — conf
SemEval 2018 Task 2: Multilingual Emoji Prediction.
SemEval@NAACL-HLT
Francesco Barbieri, José Camacho-Collados, Francesco Ronzano, Luis Espinosa Anke, Miguel Ballesteros, Valerio Basile, Viviana Patti, Horacio Saggion
2018 — conf
SemEval-2018 Task 9: Hypernym Discovery.
SemEval@NAACL-HLT
José Camacho-Collados, Claudio Delli Bovi, Luis Espinosa Anke, Sergio Oramas, Tommaso Pasini, Enrico Santus, Vered Shwartz, Roberto Navigli, Horacio Saggion
2018 — —
Semantic vector representations of senses, concepts and entities and their applications in natural language processing.
José Camacho-Collados
2018 J jnl
The Interplay between Lexical Resources and Natural Language Processing.
CoRR
José Camacho-Collados, Luis Espinosa Anke, Mohammad Taher Pilehvar
2018 — conf
The interplay between lexical resources and Natural Language Processing.
NAACL-HLT (Tutorial Abstracts)
José Camacho-Collados, Luis Espinosa Anke, Mohammad Taher Pilehvar
2018 J jnl
WiC: 10, 000 Example Pairs for Evaluating Context-Sensitive Representations.
CoRR
Mohammad Taher Pilehvar, José Camacho-Collados
2017 — conf
BabelDomains: Large-Scale Domain Labeling of Lexical Resources.
EACL (2)
José Camacho-Collados, Roberto Navigli
2017 B conf
Embedding Words and Senses Together via Joint Knowledge-Enhanced Training.
CoNLL
Massimiliano Mancini, José Camacho-Collados, Ignacio Iacobacci, Roberto Navigli
2017 — conf
EuroSense: Automatic Harvesting of Multilingual Sense Annotations from Parallel Text.
ACL (2)
Claudio Delli Bovi, José Camacho-Collados, Alessandro Raganato, Roberto Navigli
2017 J jnl
On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis.
CoRR
José Camacho-Collados, Mohammad Taher Pilehvar
2017 — conf
SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity.
SemEval@ACL
José Camacho-Collados, Mohammad Taher Pilehvar, Nigel Collier, Roberto Navigli
2017 — conf
Towards a Seamless Integration of Word Senses into Downstream NLP Applications.
ACL (1)
Mohammad Taher Pilehvar, José Camacho-Collados, Roberto Navigli, Nigel Collier
2017 J jnl
Towards a Seamless Integration of Word Senses into Downstream NLP Applications.
CoRR
Mohammad Taher Pilehvar, José Camacho-Collados, Roberto Navigli, Nigel Collier
2017 J jnl
Why we have switched from building full-fledged taxonomies to simply detecting hypernymy relations.
CoRR
José Camacho-Collados
2017 — conf
Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison.
EACL (1)
Alessandro Raganato, José Camacho-Collados, Roberto Navigli
2016 B conf
A Large-Scale Multilingual Disambiguation of Glosses.
LREC
José Camacho-Collados, Claudio Delli Bovi, Alessandro Raganato, Roberto Navigli
2016 J jnl
A Large-Scale Multilingual Disambiguation of Glosses.
CoRR
José Camacho-Collados, Claudio Delli Bovi, Alessandro Raganato, Roberto Navigli
2016 J jnl
Embedding Words and Senses Together via Joint Knowledge-Enhanced Training.
CoRR
Massimiliano Mancini, José Camacho-Collados, Ignacio Iacobacci, Roberto Navigli
2016 B conf
Extending WordNet with Fine-Grained Collocational Information via Supervised Distributional Learning.
COLING
Luis Espinosa Anke, José Camacho-Collados, Sara Rodríguez-Fernández, Horacio Saggion, Leo Wanner
2016 — conf
Find the word that does not belong: A Framework for an Intrinsic Evaluation of Word Vector Representations.
RepEval@ACL
José Camacho-Collados, Roberto Navigli
2016 — conf
Finding and Expanding Hypernymic Relations in the Music Domain.
CCIA
Luis Espinosa Anke, Sergio Oramas, José Camacho-Collados, Horacio Saggion
2016 J jnl
Nasari: Integrating explicit knowledge and corpus statistics for a multilingual representation of concepts and entities.
Artif. Intell.
José Camacho-Collados, Mohammad Taher Pilehvar, Roberto Navigli
2016 — conf
Semantic Indexing of Multilingual Corpora and its Application on the History Domain.
LT4DH@COLING
Alessandro Raganato, José Camacho-Collados, Antonio Raganato, Yunseo Joung
2016 J jnl
Semantic Representations of Word Senses and Concepts.
CoRR
José Camacho-Collados, Ignacio Iacobacci, Roberto Navigli, Mohammad Taher Pilehvar
2016 A* conf
Supervised Distributional Hypernym Discovery via Domain Adaptation.
EMNLP
Luis Espinosa Anke, José Camacho-Collados, Claudio Delli Bovi, Horacio Saggion
2015 — conf
A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets.
ACL (2)
José Camacho-Collados, Mohammad Taher Pilehvar, Roberto Navigli
2015 — conf
A Unified Multilingual Semantic Representation of Concepts.
ACL (1)
José Camacho-Collados, Mohammad Taher Pilehvar, Roberto Navigli
2015 — conf
NASARI: a Novel Approach to a Semantically-Aware Representation of Items.
HLT-NAACL
José Camacho-Collados, Mohammad Taher Pilehvar, Roberto Navigli
2014 — conf
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)
Mokhtar Boumedyen Billami, José Camacho-Collados, Évelyne Jacquey, Laurence Kister