Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models Y Zhou, D Bollegala, J Camacho-Collados arXiv preprint arXiv:2406.13556, 2024 | | 2024 |
BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages J Myung, N Lee, Y Zhou, J Jin, RA Putri, D Antypas, H Borkakoty, E Kim, ... arXiv preprint arXiv:2406.09948, 2024 | | 2024 |
Exploring Cross-Cultural Differences in English Hate Speech Annotations: From Dataset Construction to Analysis N Lee, C Jung, J Myung, J Jin, J Camacho-Collados, J Kim, A Oh Proceedings of the 2024 Conference of the North American Chapter of the …, 2024 | 6* | 2024 |
Federated Learning for Exploiting Annotators’ Disagreements in Natural Language Processing N Rodríguez-Barroso, EM Cámara, JC Collados, MV Luzón, F Herrera Transactions of the Association for Computational Linguistics 12, 724-742, 2024 | | 2024 |
Words as Trigger Points in Social Media Discussions D Antypas, C Arnold, J Camacho-Collados, N Ousidhoum, CP Almendros arXiv preprint arXiv:2405.10213, 2024 | | 2024 |
A Systematic Analysis on the Temporal Generalization of Language Models in Social Media A Ushio, J Camacho-Collados arXiv preprint arXiv:2405.13017, 2024 | | 2024 |
TweetTER: A Benchmark for Target Entity Retrieval on Twitter without Knowledge Bases K Rezaee, J Camacho-Collados, MT Pilehvar Proceedings of the 2024 Joint International Conference on Computational …, 2024 | | 2024 |
Do Large Language Models Understand Mansplaining? Well, Actually... C Pérez-Almendros, J Camacho-Collados Proceedings of the 2024 Joint International Conference on Computational …, 2024 | | 2024 |
Question Answering over Tabular Data with DataBench: A Large-Scale Empirical Evaluation of LLMs JO Grijalba, LAU Lopez, E Martínez-Cámara, J Camacho-Collados Proceedings of the 2024 Joint International Conference on Computational …, 2024 | | 2024 |
LongEval: Longitudinal Evaluation of Model Performance at CLEF 2024 R Alkhalifa, H Borkakoty, R Deveaud, A El-Ebshihy, L Espinosa-Anke, ... European Conference on Information Retrieval, 60-66, 2024 | 10 | 2024 |
How real-world data can facilitate the development of precision medicine treatment in psychiatry E Koch, AF Pardiñas, KS O’Connell, P Selvaggi, JC Collados, A Babic, ... Biological Psychiatry, 2024 | 1 | 2024 |
Language Models for Text Classification: Is In-Context Learning Enough? A Edwards, J Camacho-Collados LREC-COLING, 2024 | 3 | 2024 |
A RelEntLess benchmark for modelling graded relations between named entities A Ushio, JC Collados, S Schockaert EACL, 2024 | 1 | 2024 |
Construction Artifacts in Metaphor Identification Datasets J Boisson, L Espinosa-Anke, J Camacho-Collados EMNLP (short), 2023 | 1 | 2023 |
SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP Research D Antypas, A Ushio, F Barbieri, L Neves, K Rezaee, L Espinosa-Anke, ... EMNLP Findings, 2023 | 2 | 2023 |
A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models Y Zhou, J Camacho-Collados, D Bollegala EMNLP, 2023 | 2 | 2023 |
An Efficient Multilingual Language Model Compression through Vocabulary Trimming A Ushio, Y Zhou, J Camacho-Collados EMNLP Findings, 2023 | 3 | 2023 |
RelBERT: Embedding Relations with Language Models A Ushio, J Camacho-Collados, S Schockaert arXiv preprint arXiv:2310.00299, 2023 | | 2023 |
Extended Overview of the CLEF-2023 LongEval Lab on Longitudinal Evaluation of Model Performance R Alkhalifa, I Bilal, H Borkakoty, J Camacho-Collados, R Deveaud, ... CEUR Workshop Proceedings 3497, 2181-2203, 2023 | | 2023 |
Overview of the clef-2023 longeval lab on longitudinal evaluation of model performance R Alkhalifa, I Bilal, H Borkakoty, J Camacho-Collados, R Deveaud, ... International Conference of the Cross-Language Evaluation Forum for European …, 2023 | 13 | 2023 |