dataset creation

115 papers

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text classification (6776) large language model (12755) question answering (2904) low-resource language (2234) machine translation (2472) multilingual nlp (1423) hate speech detection (716) natural language processing (2027) natural language inference (1278) named entity recognition (2801)

Papers

Easy, Reproducible and Quality-Controlled Data Collection with CROWDAQ EMNLP 2020

What Question Answering can Learn from Trivia Nerds ACL 2020

Recommendations for Datasets for Source Code Summarization NAACL 2019

CONAN - COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate Speech ACL 2019

CodeSwitch-Reddit: Exploration of Written Multilingual Discourse in Online Discussion Forums IJCNLP 2019

Dataset Creation for Ranking Constructive News Comments ACL 2019

Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction ACL 2019

APLenty: annotation tool for creating high-quality datasets using active and proactive learning EMNLP 2018

Points, Paths, and Playscapes: Large-scale Spatial Language Understanding Tasks Set in the Real World NAACL 2018

Answerable or Not: Devising a Dataset for Extending Machine Reading Comprehension COLING 2018

emrQA: A Large Corpus for Question Answering on Electronic Medical Records EMNLP 2018

MeSH-based dataset for measuring the relevance of text retrieval ACL 2018

Creating a WhatsApp Dataset to Study Pre-teen Cyberbullying EMNLP 2018

The Content Types Dataset: a New Resource to Explore Semantic and Functional Characteristics of Texts EACL 2017

A Dataset for Movie Description CVPR 2015