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07/18/2023
Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation Evaluation
Research in Image Generation has recently made significant progress, par...
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01/26/2023
LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization
Text Summarization is a popular task and an active area of research for ...
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04/25/2022
Which Discriminator for Cooperative Text Generation?
Language models generate texts by successively predicting probability di...
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01/28/2022
Generative Cooperative Networks for Natural Language Generation
Generative Adversarial Networks (GANs) have known a tremendous success f...
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09/02/2021
Skim-Attention: Learning to Focus via Document Layout
Transformer-based pre-training techniques of text and layout have proven...
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06/11/2021
To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs
Due to the discrete nature of words, language GANs require to be optimiz...
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04/15/2021
Rethinking Automatic Evaluation in Sentence Simplification
Automatic evaluation remains an open research question in Natural Langua...
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04/15/2021
Data-QuestEval: A Referenceless Metric for Data to Text Semantic Evaluation
In this paper, we explore how QuestEval, which is a Text-vs-Text metric,...
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03/23/2021
SAFEval: Summarization Asks for Fact-based Evaluation
Summarization evaluation remains an open research problem: current metri...
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10/23/2020
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering
Coupled with the availability of large scale datasets, deep learning arc...
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10/07/2020
Toward Stance-based Personas for Opinionated Dialogues
In the context of chit-chat dialogues it has been shown that endowing sy...
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07/02/2020
Project PIAF: Building a Native French Question-Answering Dataset
Motivated by the lack of data for non-English languages, in particular f...
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06/08/2020
ColdGANs: Taming Language GANs with Cautious Sampling Strategies
Training regimes based on Maximum Likelihood Estimation (MLE) suffer fro...
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04/30/2020
MLSUM: The Multilingual Summarization Corpus
We present MLSUM, the first large-scale MultiLingual SUMmarization datas...
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02/25/2020
BERT Can See Out of the Box: On the Cross-modal Transferability of Text Representations
Pre-trained language models such as BERT have recently contributed to si...
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02/24/2020
Discriminative Adversarial Search for Abstractive Summarization
We introduce a novel approach for sequence decoding, Discriminative Adve...
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11/08/2019
Ask to Learn: A Study on Curiosity-driven Question Generation
We propose a novel text generation task, namely Curiosity-driven Questio...
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09/04/2019
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models
Abstractive summarization approaches based on Reinforcement Learning (RL...
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10/08/2018
DepecheMood++: a Bilingual Emotion Lexicon Built Through Simple Yet Powerful Techniques
Several lexica for sentiment analysis have been developed and made avail...
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04/04/2017
Fortia-FBK at SemEval-2017 Task 5: Bullish or Bearish? Inferring Sentiment towards Brands from Financial News Headlines
In this paper, we describe a methodology to infer Bullish or Bearish sen...
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06/23/2015
SALSA: A Novel Dataset for Multimodal Group Behavior Analysis
Studying free-standing conversational groups (FCGs) in unstructured soci...
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03/16/2015