data annotation

99 papers

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large language model (12755) text classification (6776) active learning (1295) natural language processing (2027) few-shot learning (3390) annotation quality (108) language model (4573) data augmentation (3037) annotation tool (58) question answering (2904)

Papers

Learning with Different Amounts of Annotation: From Zero to Many Labels EMNLP 2021

Pre-train or Annotate? Domain Adaptation with a Constrained Budget EMNLP 2021

FAST: Fast Annotation tool for SmarT devices EMNLP 2021

Guiding Principles for Participatory Design-inspired Natural Language Processing ACL 2021

Building Large-Scale English and Korean Datasets for Aspect-Level Sentiment Analysis in Automotive Domain COLING 2020

Representation Problems in Linguistic Annotations: Ambiguity, Variation, Uncertainty, Error and Bias COLING 2020

Understanding the Tradeoff between Cost and Quality of Expert Annotations for Keyphrase Extraction COLING 2020

VCTUBE : A Library for Automatic Speech Data Annotation INTERSPEECH 2020

A Methodology for Creating Question Answering Corpora Using Inverse Data Annotation ACL 2020

DART: A Lightweight Quality-Suggestive Data-to-Text Annotation Tool COLING 2020

HUMAN: Hierarchical Universal Modular ANnotator EMNLP 2020

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

Controlled Crowdsourcing for High-Quality QA-SRL Annotation ACL 2020

From legal to technical concept: Towards an automated classification of German political Twitter postings as criminal offenses NAACL 2019

FAMULUS: Interactive Annotation and Feedback Generation for Teaching Diagnostic Reasoning IJCNLP 2019

Multi-Level Sentiment Analysis of PolEmo 2.0: Extended Corpus of Multi-Domain Consumer Reviews CONLL 2019

The importance of sharing patient-generated clinical speech and language data NAACL 2019

Comparative Analysis of Think-Aloud Methods for Everyday Activities in the Context of Cognitive Robotics INTERSPEECH 2019

Machine Learning Powered Data Platform for High-Quality Speech and NLP Workflows INTERSPEECH 2018

Effective Crowdsourcing for a New Type of Summarization Task NAACL 2018

EZLearn: Exploiting Organic Supervision in Automated Data Annotation IJCAI 2018

Tutorial: Making Better Use of the Crowd ACL 2017

STCP: Simplified-Traditional Chinese Conversion and Proofreading IJCNLP 2017

Argotario: Computational Argumentation Meets Serious Games EMNLP 2017