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05/24/2023
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning
Charts are very popular for analyzing data, visualizing key insights and...
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02/15/2023
SeeChart: Enabling Accessible Visualizations Through Interactive Natural Language Interface For People with Visual Impairments
Web-based data visualizations have become very popular for exploring dat...
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10/12/2022
OpenCQA: Open-ended Question Answering with Charts
Charts are very popular to analyze data and convey important insights. P...
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03/19/2022
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning
Charts are very popular for analyzing data. When exploring charts, peopl...
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03/12/2022
Chart-to-Text: A Large-Scale Benchmark for Chart Summarization
Charts are commonly used for exploring data and communicating insights. ...
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12/22/2021
Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization
The Query Focused Text Summarization (QFTS) task aims at building system...
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08/30/2021
ConVIScope: Visual Analytics for Exploring Patient Conversations
The proliferation of text messaging for mobile health is generating a la...
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11/14/2020
Utilizing Bidirectional Encoder Representations from Transformers for Answer Selection
Pre-training a transformer-based model for the language modeling task in...
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11/03/2020
WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive Summarization
In the Query Focused Multi-Document Summarization (QF-MDS) task, a set o...
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10/18/2020
Chart-to-Text: Generating Natural Language Descriptions for Charts by Adapting the Transformer Model
Information visualizations such as bar charts and line charts are very p...
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07/25/2019