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04/03/2023
Robust Text-driven Image Editing Method that Adaptively Explores Directions in Latent Spaces of StyleGAN and CLIP
Automatic image editing has great demands because of its numerous applic...
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10/14/2022
Self-Adaptive Named Entity Recognition by Retrieving Unstructured Knowledge
Although named entity recognition (NER) helps us to extract various doma...
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07/07/2022
Improving Few-Shot Image Classification Using Machine- and User-Generated Natural Language Descriptions
Humans can obtain the knowledge of novel visual concepts from language d...
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11/17/2021
Towards Interpretable and Reliable Reading Comprehension: A Pipeline Model with Unanswerability Prediction
Multi-hop QA with annotated supporting facts, which is the task of readi...
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09/17/2021
Task-adaptive Pre-training of Language Models with Word Embedding Regularization
Pre-trained language models (PTLMs) acquire domain-independent linguisti...
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01/27/2021
VisualMRC: Machine Reading Comprehension on Document Images
Recent studies on machine reading comprehension have focused on text-lev...
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07/01/2020
A Transformer-based Audio Captioning Model with Keyword Estimation
One of the problems with automated audio captioning (AAC) is the indeter...
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03/29/2020
Abstractive Summarization with Combination of Pre-trained Sequence-to-Sequence and Saliency Models
Pre-trained sequence-to-sequence (seq-to-seq) models have significantly ...
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01/21/2020
Length-controllable Abstractive Summarization by Guiding with Summary Prototype
We propose a new length-controllable abstractive summarization model. Re...
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11/25/2019
Unsupervised Domain Adaptation of Language Models for Reading Comprehension
This study tackles unsupervised domain adaptation of reading comprehensi...
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05/30/2019
A Simple but Effective Method to Incorporate Multi-turn Context with BERT for Conversational Machine Comprehension
Conversational machine comprehension (CMC) requires understanding the co...
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05/21/2019
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction
Question answering (QA) using textual sources such as reading comprehens...
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01/11/2019
Personalized Visited-POI Assignment to Individual Raw GPS Trajectories
Knowledge discovery from GPS trajectory data is an important topic in se...
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01/08/2019
Multi-style Generative Reading Comprehension
This study focuses on the task of multi-passage reading comprehension (R...
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08/31/2018