Jose Camacho-Collados
Cardiff University
relational knowledge
analogy
language model
social media
probing
resources
question answering
lexical semantics
word sense disambiguation
misinformation
hate speech
word embeddings
classification
benchmark
25
presentations
25
number of views
SHORT BIO
Jose Camacho-Collados is a UKRI Future Leaders Fellow and Senior Lecturer at the School of Computer Science and Informatics in Cardiff University, where he currently leads the Cardiff NLP group. Before joining Cardiff University, he completed his PhD in Sapienza University of Rome and was a Google AI PhD Fellow. His research focuses on Natural Language Processing (NLP) and applications with an interdisciplinary component. His main areas of interest are lexical and distributional semantics (he is the co-author of the "Embeddings in Natural Language Processing" book and program co-chair of *SEM 2023) and computational social science, where he develops NLP tools and models specialised on social media.
Presentations
A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models
Yi Zhou and 2 other authors
Construction Artifacts in Metaphor Identification Datasets | VIDEO
Joanne Boisson and 2 other authors
SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP Research
Dimosthenis Antypas and 7 other authors
SemEval-2023 Task 1: Visual Word Sense Disambiguation
Alessandro Raganato and 4 other authors
Robust Hate Speech Detection: A Cross-Dataset Empirical Comparison
Dimosthenis Antypas and 1 other author
A Practical Toolkit for Multilingual Question and Answer Generation
Asahi Ushio and 2 other authors
An Empirical Comparison of LM-based Question and Answer Generation Methods
Asahi Ushio and 2 other authors
TweetNLP: Cutting-Edge Natural Language Processing for Social Media
Jose Camacho-Collados
Generative Language Models for Paragraph-Level Question Generation
Asahi Ushio and 2 other authors
Probing Relational Knowledge in Language Models via Word Analogies
Jose Camacho-Collados and 1 other author
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts
Asahi Ushio and 4 other authors
Twitter Topic Classification
Dimosthenis Antypas and 5 other authors
CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm
Asahi Ushio and 3 other authors
Distilling Relation Embeddings from Pre-trained Language Models
Asahi Ushio and 2 other authors
On the Cross-lingual Transferability of Contextualized Sense Embeddings
Kiamehr Rezaee and 3 other authors
Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword Extraction
Asahi Ushio and 2 other authors