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1
Neural Coreference Resolution for Arabic ...
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2
Exploiting Microblog Conversation Structures to Detect Rumors ...
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3
Enhanced Labelling in Active Learning for Coreference Resolution ...
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4
ISLab System for SMM4H Shared Task 2020 ...
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5
Annotating topics, stance, argumentativeness and claims in Dutch social media comments: A pilot study ...
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6
Overview of the #SMM4H 2020 Shared Tasks ...
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7
Predicting Coreference in Abstract Meaning Representations ...
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8
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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9
News Aggregation with Diverse Viewpoint Identification Using Neural Embeddings and Semantic Understanding Models ...
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10
Persuasiveness of News Editorials depending on Ideology and Personality ...
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11
Annotating Patient Information Needs in Online Diabetes Forums ...
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12
E.T.: Entity-Transformers. Coreference augmented Neural Language Model for richer mention representations via Entity-Transformer blocks ...
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13
SMM4H 2020 Task5 1st Solution Sharing ...
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14
BERT implementation for detecting adverse drug effects mentions in Russian ...
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15
TwiConv: A Coreference-annotated Corpus of Twitter Conversations ...
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16
Resolving Pronouns in Twitter Streams: Context can Help! ...
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17
Annotation and Detection of Arguments in Tweets ...
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18
Aspect-Based Argument Mining ...
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19
Matching Theory and Data with Personal-ITY: What a Corpus of Italian YouTube Comments Reveals About Personality ...
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20
Creating a Domain-diverse Corpus for Theory-based Argument Quality Assessment ...
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