NLPExplorer

Nigel Collier

Number of Papers:- 78

Number of Citations:- 263

First ACL Paper:- 1998

Latest ACL Paper:- 2023

Venues:-

WASSA

GEM

BioNLP

EMNLP

NAACL

WNUT

Louhi

Hackashop

IJCNLP

CoNLL

RepL4NLP

LREC

COLING

Findings

AACL

*SEMEVAL

ACL

EACL

Co-Authors:-

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Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders EACL

Incorporating Stock Market Signals for Twitter Stance Detection ACL

Prix-LM: Pretraining for Multilingual Knowledge Base Construction ACL

Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models ACL

Improving Word Translation via Two-Stage Contrastive Learning ACL

TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning Findings NAACL

How to tackle an emerging topic? Combining strong and weak labels for Covid news NER AACL IJCNLP

Aleksander Ficek | Fangyu Liu | Nigel Collier |

Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour AACL IJCNLP

Fangyu Liu | Julian Eisenschlos | Jeremy Cole | Nigel Collier |

Plug-and-Play Recipe Generation with Content Planning GEM

Yinhong Liu | Yixuan Su | Ehsan Shareghi | Nigel Collier |

Synthetic Examples Improve Cross-Target Generalization: A Study on Stance Detection on a Twitter corpus. EACL WASSA

Non-Autoregressive Text Generation with Pre-trained Language Models EACL

Adversarial Training for News Stance Detection: Leveraging Signals from a Multi-Genre Corpus. EACL Hackashop

Self-Alignment Pretraining for Biomedical Entity Representations NAACL

Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking ACL IJCNLP

Fangyu Liu | Ivan Vulić | Anna Korhonen | Nigel Collier |

Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders EMNLP

Fangyu Liu | Ivan Vulić | Anna Korhonen | Nigel Collier |

MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models CoNLL EMNLP

Visually Grounded Reasoning across Languages and Cultures EMNLP

Few-Shot Table-to-Text Generation with Prototype Memory EMNLP Findings

Yixuan Su | Zaiqiao Meng | Simon Baker | Nigel Collier |

Dialogue Response Selection with Hierarchical Curriculum Learning ACL IJCNLP

Integrating Transformers and Knowledge Graphs for Twitter Stance Detection EMNLP WNUT

Plan-then-Generate: Controlled Data-to-Text Generation via Planning EMNLP Findings

Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders ACL IJCNLP RepL4NLP

Victor Prokhorov | Yingzhen Li | Ehsan Shareghi | Nigel Collier |

Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT EMNLP

Keep the Primary, Rewrite the Secondary: A Two-Stage Approach for Paraphrase Generation Findings

Will-They-Won’t-They: A Very Large Dataset for Stance Detection on Twitter ACL

COMETA: A Corpus for Medical Entity Linking in the Social Media EMNLP

Marco Basaldella | Fangyu Liu | Ehsan Shareghi | Nigel Collier |

STANDER: An Expert-Annotated Dataset for News Stance Detection and Evidence Retrieval EMNLP Findings

On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation EMNLP WS

BioReddit: Word Embeddings for User-Generated Biomedical NLP EMNLP WS

Marco Basaldella | Nigel Collier |

Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models NAACL

Victor Prokhorov | Mohammad Taher Pilehvar | Nigel Collier |

A Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction NAACL

Duy-Cat Can | Hoang-Quynh Le | Quang-Thuy Ha | Nigel Collier |

Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models EMNLP

Mohammad Taher Pilehvar | Dimitri Kartsaklis | Victor Prokhorov | Nigel Collier |

Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs EMNLP

Dimitri Kartsaklis | Mohammad Taher Pilehvar | Nigel Collier |

Large-scale Exploration of Neural Relation Classification Architectures EMNLP

Which Melbourne? Augmenting Geocoding with Maps ACL

Milan Gritta | Mohammad Taher Pilehvar | Nigel Collier |

Towards Automatic Fake News Detection: Cross-Level Stance Detection in News Articles EMNLP WS

Costanza Conforti | Mohammad Taher Pilehvar | Nigel Collier |

Inducing Embeddings for Rare and Unseen Words by Leveraging Lexical Resources EACL

Mohammad Taher Pilehvar | Nigel Collier |

Vancouver Welcomes You! Minimalist Location Metonymy Resolution ACL

Milan Gritta | Mohammad Taher Pilehvar | Nut Limsopatham | Nigel Collier |

Towards a Seamless Integration of Word Senses into Downstream NLP Applications ACL

Mohammad Taher Pilehvar | Jose Camacho-Collados | Roberto Navigli | Nigel Collier |

SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity *SEMEVAL

Jose Camacho-Collados | Mohammad Taher Pilehvar | Nigel Collier | Roberto Navigli |

De-Conflated Semantic Representations EMNLP

Mohammad Taher Pilehvar | Nigel Collier |

Normalising Medical Concepts in Social Media Texts by Learning Semantic Representation ACL

Nut Limsopatham | Nigel Collier |

Improved Semantic Representation for Domain-Specific Entities BioNLP WS

Mohammad Taher Pilehvar | Nigel Collier |

Modelling the Combination of Generic and Target Domain Embeddings in a Convolutional Neural Network for Sentence Classification BioNLP WS

Nut Limsopatham | Nigel Collier |

Machine Translation vs. Dictionary Term Translation - a Comparison for English-Japanese News Article Alignment ACL COLING

Nigel Collier | Hideki Hirakawa | Akira Kumano |

An Experiment in Hybrid Dictionary and Statistical Sentence Alignment ACL COLING

Nigel Collier | Kenji Ono | Hideki Hirakawa |