dataset analysis

Do Voters Get the Information They Want? Understanding Authentic Voter FAQs in the US and How to Improve for Informed Electoral Participation NAACL 2025 Revisiting Common Assumptions about Arabic Dialects in NLP ACL 2025 Towards a Perspectivist Turn in Argument Quality Assessment NAACL 2025 An Analysis of Tasks and Datasets in Peer Reviewing ACL 2024 Beyond the Numbers: Transparency in Relation Extraction Benchmark Creation and Leaderboards EMNLP 2024 RepMatch: Quantifying Cross-Instance Similarities in Representation Space EMNLP 2024 Understanding Bias in Large-Scale Visual Datasets NeurIPS 2024 A Survey on Asking Clarification Questions Datasets in Conversational Systems ACL 2023 On the Underspecification of Situations in Open-domain Conversational Datasets ACL 2023 Representativeness as a Forgotten Lesson for Multilingual and Code-switched Data Collection and Preparation EMNLP 2023 Narrative Why-Question Answering: A Review of Challenges and Datasets EMNLP 2022 Text Characterization Toolkit (TCT) AACL 2022 Are We Summarizing the Right Way? A Survey of Dialogue Summarization Data Sets EMNLP 2021 Rissanen Data Analysis: Examining Dataset Characteristics via Description Length ICML 2021 Assessing the Benchmarking Capacity of Machine Reading Comprehension Datasets AAAI 2020 Humans Meet Models on Object Naming: A New Dataset and Analysis COLING 2020 In Data We Trust: A Critical Analysis of Hate Speech Detection Datasets EMNLP 2020 Interpretable Multi-dataset Evaluation for Named Entity Recognition EMNLP 2020 A Closer Look at Data Bias in Neural Extractive Summarization Models EMNLP 2019 Neural Text Summarization: A Critical Evaluation EMNLP 2019 What Do Classifiers Actually Learn? a Case Study on Emotion Recognition Datasets Interspeech 2018 Analyzing Computer Vision Data - The Good, the Bad and the Ugly CVPR 2017 An Analysis of Action Recognition Datasets for Language and Vision Tasks ACL 2017 Detecting Avocados to Zucchinis: What Have We Done, and Where Are We Going? ICCV 2013