BERT is to NLP what AlexNet is to CV: can pre-trained language models identify analogies? A Ushio, L Espinosa-Anke, S Schockaert, J Camacho-Collados ACL 2021 Main Conference, 2021 | 70 | 2021 |
T-NER: an all-round python library for transformer-based named entity recognition A Ushio, J Camacho-Collados EACL 2021 System Demonstration, 2021 | 68 | 2021 |
Tweetnlp: Cutting-edge natural language processing for social media J Camacho-Collados, K Rezaee, T Riahi, A Ushio, D Loureiro, D Antypas, ... EMNLP 2022 System Demonstration, 2022 | 49 | 2022 |
Twitter Topic Classification D Antypas, A Ushio, J Camacho-Collados, L Neves, V Silva, F Barbieri COLING 2022 Main Conference, 2022 | 35 | 2022 |
Semeval-2023 task 1: Visual word sense disambiguation A Raganato, I Calixto, A Ushio, J Camacho-Collados, M Pilehvar 17th International Workshop on Semantic Evaluation, SemEval 2023-Proceedings …, 2023 | 30 | 2023 |
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts A Ushio, L Neves, V Silva, F Barbieri, J Camacho-Collados AACL 2022 Main Conference, 2022 | 24* | 2022 |
Generative Language Models for Paragraph-Level Question Generation A Ushio, F Alva-Manchego, J Camacho-Collados EMNLP 2022 Main Conference, 2022 | 23 | 2022 |
Distilling relation embeddings from pre-trained language models A Ushio, J Camacho-Collados, S Schockaert EMNLP 2021 Main Conference, 2021 | 22 | 2021 |
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts A Ushio, L Neves, V Silva, F Barbieri, J Camacho-Collados AACL 2022 Main Conference, 2022 | 19 | 2022 |
Guiding generative language models for data augmentation in few-shot text classification A Edwards, A Ushio, J Camacho-Collados, H de Ribaupierre, A Preece arXiv preprint arXiv:2111.09064, 2021 | 13 | 2021 |
Back to the basics: a quantitative analysis of statistical and graph-based term weighting schemes for keyword extraction A Ushio, F Liberatore, J Camacho-Collados EMNLP 2021 Main Conference, 2021 | 13 | 2021 |
A Practical Toolkit for Multilingual Question and Answer Generation A Ushio, F Alva-Manchego, J Camacho-Collados ACL 2023 System Demonstration, 2023 | 7 | 2023 |
An Empirical Comparison of LM-based Question and Answer Generation Methods A Ushio, F Alva-Manchego, J Camacho-Collados ACL 2023 Findings, 2023 | 7 | 2023 |
Projection-based regularized dual averaging for stochastic optimization A Ushio, M Yukawa IEEE Transactions on Signal Processing 67 (10), 2720-2733, 2019 | 7 | 2019 |
Latent space cartography: Generalised metric-inspired measures and measure-based transformations for generative models MF Frenzel, B Teleaga, A Ushio arXiv preprint arXiv:1902.02113, 2019 | 7 | 2019 |
Volatility forecasts using stochastic volatility models with nonlinear leverage effects K McAlinn, A Ushio, T Nakatsuma Journal of Forecasting 39 (2), 143-154, 2020 | 5 | 2020 |
Projection-based dual averaging for stochastic sparse optimization A Ushio, M Yukawa 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 3 | 2017 |
An Efficient Multilingual Language Model Compression through Vocabulary Trimming A Ushio, Y Zhou, J Camacho-Collados EMNLP 2023 Findings, 2023 | 2 | 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 2023 Findings, 2023 | 1 | 2023 |
A RelEntLess Benchmark for Modelling Graded Relations between Named Entities A Ushio, JC Collados, S Schockaert EACL 2024 Main Conference (Long Paper), 2023 | 1 | 2023 |