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1
Neural Coreference Resolution for Arabic ...
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2
Enhanced Labelling in Active Learning for Coreference Resolution ...
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3
Predicting Coreference in Abstract Meaning Representations ...
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4
NILC at SR'20: Exploring Pre-Trained Models in Surface Realisation ...
Abstract: This paper describes the submission by the NILC Computational Linguistics research group of the University of São Paulo/Brazil to the English Track 2 (closed sub-track) at the Surface Realisation Shared Task 2020. The success of the current pre-trained models like BERT or GPT-2 in several tasks is well-known, however, this is not the case for data-to-text generation tasks and just recently some initiatives focused on it. This way, we explore how a pre-trained model (GPT-2) performs on the UD-to-text generation task. In general, the achieved results were poor, but there are some interesting ideas to explore. Among the learned lessons we may note that it is necessary to study strategies to represent UD inputs and to introduce structural knowledge into these pre-trained models. ...
Keyword: Computer and Information Science; Digital Media; Engineering; Information and Knowledge Engineering; Natural Language Processing; Neural Network
URL: https://underline.io/lecture/6587-nilc-at-sr'20-exploring-pre-trained-models-in-surface-realisation
https://dx.doi.org/10.48448/rzhn-dn60
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5
Persuasiveness of News Editorials depending on Ideology and Personality ...
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6
E.T.: Entity-Transformers. Coreference augmented Neural Language Model for richer mention representations via Entity-Transformer blocks ...
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7
TwiConv: A Coreference-annotated Corpus of Twitter Conversations ...
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8
Resolving Pronouns in Twitter Streams: Context can Help! ...
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9
Matching Theory and Data with Personal-ITY: What a Corpus of Italian YouTube Comments Reveals About Personality ...
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10
Surface Realization Using Pretrained Language Models ...
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11
IMSurReal Too: IMS at the Surface Realization Shared Task 2020 ...
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12
Multilingual Emoticon Prediction of Tweets about COVID-19 ...
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13
Coreference Strategies in English-German Translation ...
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14
BME-TUW at SR’20: Lexical grammar induction for surface realization ...
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15
It's absolutely divine! Can fine-grained sentiment analysis benefit from coreference resolution? ...
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16
Integrating knowledge graph embeddings to improve mention representation for bridging anaphora resolution ...
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17
Partially-supervised Mention Detection ...
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18
Anaphoric Zero Pronoun Identification: A Multilingual Approach ...
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