Dataset - LDM

PASSAGE RANKING WITH WEAK SUPERVISION

In this paper, we propose a weak supervision framework for neural ranking tasks based on the data programming paradigm (Ratner et al., 2016), which enables us to leverage...
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Neural Check-Worthiness Ranking with Weak Supervision: Finding Sentences for ...

The dataset consists of 108 news headlines, 72 of which are true and 36 of which are false.
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AGNews, 20News, NYT, IMDB

AGNews, 20News, NYT, IMDB are datasets used for weakly supervised text classification.
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20News

Topic modeling has been a widely used tool for unsupervised text analysis. However, comprehensive evaluations of a topic model remain challenging.
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NYT

Text summarization aims to extract essential information from a piece of text and transform the text into a concise version.
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Chat Logs for Bootstrapping Conversational Agents

Chat logs from an IT company used to train a chatbot to perform similar customer service tasks.
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TableBank

TableBank is a new image-based table detection and recognition dataset built with novel weak supervision from Word and Latex documents on the internet.
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COCO Captions

Object detection is a fundamental task in computer vision, requiring large annotated datasets that are difficult to collect.
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ExtraSensory

The dataset is used for stay region extraction from location trajectories using weak supervision.
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9 datasets found