Reinald Kim Amplayo | DeepAI

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∙ 05/23/2023

μPLAN: Summarizing using a Content Plan as Cross-Lingual Bridge

Cross-lingual summarization consists of generating a summary in one lang...

0 Fantine Huot, et al. ∙

∙ 04/28/2023

Text-Blueprint: An Interactive Platform for Plan-based Conditional Generation

While conditional generation models can now generate natural language we...

0 Fantine Huot, et al. ∙

∙ 10/31/2022

Query Refinement Prompts for Closed-Book Long-Form Question Answering

Large language models (LLMs) have been shown to perform well in answerin...

0 Reinald Kim Amplayo, et al. ∙

∙ 08/01/2022

SMART: Sentences as Basic Units for Text Evaluation

Widely used evaluation metrics for text generation either do not work we...

0 Reinald Kim Amplayo, et al. ∙

∙ 07/01/2022

Conditional Generation with a Question-Answering Blueprint

The ability to convey relevant and faithful information is critical for ...

0 Shashi Narayan, et al. ∙

∙ 06/08/2022

Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning

Commonsense reasoning systems should be able to generalize to diverse re...

0 Yu Jin Kim, et al. ∙

∙ 06/03/2022

Beyond Opinion Mining: Summarizing Opinions of Customer Reviews

Customer reviews are vital for making purchasing decisions in the Inform...

10 Reinald Kim Amplayo, et al. ∙

∙ 09/16/2021

Efficient Attribute Injection for Pretrained Language Models

Metadata attributes (e.g., user and product IDs from reviews) can be inc...

0 Reinald Kim Amplayo, et al. ∙

∙ 09/07/2021

Aspect-Controllable Opinion Summarization

Recent work on opinion summarization produces general summaries based on...

0 Reinald Kim Amplayo, et al. ∙

∙ 12/14/2020

Unsupervised Opinion Summarization with Content Planning

The recent success of deep learning techniques for abstractive summariza...

0 Reinald Kim Amplayo, et al. ∙

∙ 12/08/2020

Extractive Opinion Summarization in Quantized Transformer Spaces

We present the Quantized Transformer (QT), an unsupervised system for ex...

0 Stefanos Angelidis, et al. ∙

∙ 10/19/2020

Heads-up! Unsupervised Constituency Parsing via Self-Attention Heads

Transformer-based pre-trained language models (PLMs) have dramatically i...

7 Bowen Li, et al. ∙

∙ 04/21/2020

Unsupervised Opinion Summarization with Noising and Denoising

The supervised training of high-capacity models on large datasets contai...

0 Reinald Kim Amplayo, et al. ∙

∙ 09/18/2019

Text Length Adaptation in Sentiment Classification

Can a text classifier generalize well for datasets where the text length...

0 Reinald Kim Amplayo, et al. ∙

∙ 09/05/2019

Informative and Controllable Opinion Summarization

Opinion summarization is the task of automatically generating summaries ...

0 Reinald Kim Amplayo, et al. ∙

∙ 08/26/2019

Rethinking Attribute Representation and Injection for Sentiment Classification

Text attributes, such as user and product information in product reviews...

0 Reinald Kim Amplayo, et al. ∙

∙ 04/06/2019

ThisIsCompetition at SemEval-2019 Task 9: BERT is unstable for out-of-domain samples

This paper describes our system, Joint Encoders for Stable Suggestion In...

0 Cheoneum Park, et al. ∙

∙ 02/14/2019

Categorical Metadata Representation for Customized Text Classification

The performance of text classification has improved tremendously using i...

0 Jihyeok Kim, et al. ∙

∙ 11/22/2018

AutoSense Model for Word Sense Induction

Word sense induction (WSI), or the task of automatically discovering mul...

0 Reinald Kim Amplayo, et al. ∙

∙ 10/18/2018

Adversarial TableQA: Attention Supervision for Question Answering on Tables

The task of answering a question given a text passage has shown great de...

0 Minseok Cho, et al. ∙

∙ 06/14/2018

Translations as Additional Contexts for Sentence Classification

In sentence classification tasks, additional contexts, such as the neigh...

0 Reinald Kim Amplayo, et al. ∙

∙ 06/14/2018

Cold-Start Aware User and Product Attention for Sentiment Classification

The use of user/product information in sentiment analysis is important, ...

0 Reinald Kim Amplayo, et al. ∙

∙ 06/14/2018

Entity Commonsense Representation for Neural Abstractive Summarization

A major proportion of a text summary includes important entities found i...

0 Reinald Kim Amplayo, et al. ∙

∙ 06/14/2018

Aspect Sentiment Model for Micro Reviews

This paper aims at an aspect sentiment model for aspect-based sentiment ...

0 Reinald Kim Amplayo, et al. ∙

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