← Authors

Paul Cook

39 papers · 2012–2024 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (10) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (24) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (12) 🀝 Dynamic Duo (16) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (69) ⚑ Prolific Year (7) ❓ The Questioner (3) πŸ”₯ Unstoppable (5) πŸ’Ž Century Club (39)

Conferences

ACL (9) COLING (6) IJCNLP (6) SEMEVAL (6) EACL (5) EMNLP (4) CONLL (2) NAACL (1)

Top co-authors

Timothy Baldwin (16) Ali Hakimi Parizi (9) Milton King (7) Steven Bird (7) Long Duong (7) Trevor Cohn (5) Jey Han Lau (5) Bo Han (5) Samin Fakharian (5) Bahar Salehi (4)

Keywords

multiword expression (5) cross-lingual transfer (3) sub-word information (3) transfer learning (3) character-level encoder (3) word embedding (3) masked language model (3) bilingual lexicon induction (3) lexical complexity prediction (2) text classification (2) lower-resource language (2) contextualized embedding (2) cross-lingual embedding (2) idiom detection (2) cross-lingual word embedding (2) context representation (2) out-of-vocabulary word (2) statistical feature (2) literal interpretation (2) corpus creation (1)

Papers

WaCadie: Towards an Acadian French Corpus COLING 2024
Fine-tuning Sentence-RoBERTa to Construct Word Embeddings for Low-resource Languages from Bilingual Dictionaries ACL 2023
Token-level Identification of Multiword Expressions using Pre-trained Multilingual Language Models EACL 2023
UNBNLP at SemEval-2021 Task 1: Predicting lexical complexity with masked language models and character-level encoders ACL 2021
Evaluating a Joint Training Approach for Learning Cross-lingual Embeddings with Sub-word Information without Parallel Corpora on Lower-resource Languages ACL 2021
UNBNLP at SemEval-2021 Task 1: Predicting lexical complexity with masked language models and character-level encoders IJCNLP 2021
Contextualized Embeddings Encode Monolingual and Cross-lingual Knowledge of Idiomaticity ACL 2021
Contextualized Embeddings Encode Monolingual and Cross-lingual Knowledge of Idiomaticity IJCNLP 2021
UNBNLP at SemEval-2021 Task 1: Predicting lexical complexity with masked language models and character-level encoders SEMEVAL 2021
Evaluating a Joint Training Approach for Learning Cross-lingual Embeddings with Sub-word Information without Parallel Corpora on Lower-resource Languages IJCNLP 2021
Joint Training for Learning Cross-lingual Embeddings with Sub-word Information without Parallel Corpora COLING 2020
UNBNLP at SemEval-2019 Task 5 and 6: Using Language Models to Detect Hate Speech and Offensive Language SEMEVAL 2019
UNBNLP at SemEval-2018 Task 10: Evaluating unsupervised approaches to capturing discriminative attributes SEMEVAL 2018
Do Character-Level Neural Network Language Models Capture Knowledge of Multiword Expression Compositionality? COLING 2018
Leveraging distributed representations and lexico-syntactic fixedness for token-level prediction of the idiomaticity of English verb-noun combinations ACL 2018
Determining the Multiword Expression Inventory of a Surprise Language COLING 2016
UNBNLP at SemEval-2016 Task 1: Semantic Textual Similarity: A Unified Framework for Semantic Processing and Evaluation SEMEVAL 2016
Cross-lingual Transfer for Unsupervised Dependency Parsing Without Parallel Data CONLL 2015
A Neural Network Model for Low-Resource Universal Dependency Parsing EMNLP 2015
Low Resource Dependency Parsing: Cross-lingual Parameter Sharing in a Neural Network Parser ACL 2015
A Word Embedding Approach to Predicting the Compositionality of Multiword Expressions NAACL 2015
Low Resource Dependency Parsing: Cross-lingual Parameter Sharing in a Neural Network Parser IJCNLP 2015
Using Distributional Similarity of Multi-way Translations to Predict Multiword Expression Compositionality EACL 2014
Learning Word Sense Distributions, Detecting Unattested Senses and Identifying Novel Senses Using Topic Models ACL 2014
Novel Word-sense Identification COLING 2014
One Sense per Tweeter ... and Other Lexical Semantic Tales of Twitter EACL 2014
What Can We Get From 1000 Tokens? A Case Study of Multilingual POS Tagging For Resource-Poor Languages EMNLP 2014
Detecting Non-compositional MWE Components using Wiktionary EMNLP 2014
A Stacking-based Approach to Twitter User Geolocation Prediction ACL 2013
How Noisy Social Media Text, How Diffrnt Social Media Sources? IJCNLP 2013
Simpler unsupervised POS tagging with bilingual projections ACL 2013
unimelb: Topic Modelling-based Word Sense Induction for Web Snippet Clustering SEMEVAL 2013
unimelb: Topic Modelling-based Word Sense Induction SEMEVAL 2013
Increasing the Quality and Quantity of Source Language Data for Unsupervised Cross-Lingual POS Tagging IJCNLP 2013
Geolocation Prediction in Social Media Data by Finding Location Indicative Words COLING 2012
Automatically Constructing a Normalisation Dictionary for Microblogs EMNLP 2012
Word Sense Induction for Novel Sense Detection EACL 2012
A Support Platform for Event Detection using Social Intelligence EACL 2012
Automatically Constructing a Normalisation Dictionary for Microblogs CONLL 2012