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07/05/2023
PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records
This paper describes PULSAR, our system submission at the ImageClef 2023...
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06/05/2023
PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models
Medical progress notes play a crucial role in documenting a patient's ho...
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05/25/2023
Do You Hear The People Sing? Key Point Analysis via Iterative Clustering and Abstractive Summarisation
Argument summarisation is a promising but currently under-explored field...
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05/22/2023
Beyond Words: A Comprehensive Survey of Sentence Representations
Sentence representations have become a critical component in natural lan...
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04/27/2023
Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification
Clinical notes are assigned ICD codes - sets of codes for diagnoses and ...
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11/10/2022
Towards Human-Centred Explainability Benchmarks For Text Classification
Progress on many Natural Language Processing (NLP) tasks, such as text c...
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11/10/2022
Can Transformers Reason in Fragments of Natural Language?
State-of-the-art deep-learning-based approaches to Natural Language Proc...
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05/05/2022
RaFoLa: A Rationale-Annotated Corpus for Detecting Indicators of Forced Labour
Forced labour is the most common type of modern slavery, and it is incre...
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03/11/2022
WLASL-LEX: a Dataset for Recognising Phonological Properties in American Sign Language
Signed Language Processing (SLP) concerns the automated processing of si...
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12/07/2020
Semantics Altering Modifications for Evaluating Comprehension in Machine Reading
Advances in NLP have yielded impressive results for the task of machine ...
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05/29/2020
Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and models
Recent years have seen a growing number of publications that analyse Nat...
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03/10/2020
A Framework for Evaluation of Machine Reading Comprehension Gold Standards
Machine Reading Comprehension (MRC) is the task of answering a question ...
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10/01/2019