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Jose Camacho-Collados

Cardiff University

relational knowledge

analogy

twitter

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

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