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Methodology
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Data Science & Analytics
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Data Mining
643 directly classified papers
Papers per year
2001: 1
2004: 2
2006: 8
2007: 1
2008: 3
2009: 8
2010: 12
2011: 13
2012: 10
2013: 19
2014: 10
2015: 9
2016: 15
2017: 44
2018: 37
2019: 52
2020: 66
2021: 62
2022: 57
2023: 67
2024: 92
2025: 55
Papers
Rate-Optimal Subspace Estimation on Random Graphs
NIPS 2021
Exploring Methodologies for Collecting High-Quality Implicit Reasoning in Arguments
EMNLP 2021
A Human-AI Teaming Approach for Incremental Taxonomy Learning from Text
IJCAI 2021
Entropy Partial Transport with Tree Metrics: Theory and Practice
AISTATS 2021
Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus
EMNLP 2021
Whiz: Data-Driven Analytics Execution
NSDI 2021
CroAno : A Crowd Annotation Platform for Improving Label Consistency of Chinese NER Dataset
EMNLP 2021
Exploring Cross-Video and Cross-Modality Signals for Weakly-Supervised Audio-Visual Video Parsing
NIPS 2021
Improved Coresets and Sublinear Algorithms for Power Means in Euclidean Spaces
NIPS 2021
Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset
EMNLP 2021
Learning from Crowds by Modeling Common Confusions
AAAI 2021
Video Paragraph Captioning as a Text Summarization Task
IJCNLP 2021
Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion
IJCNLP 2021
Competency Problems: On Finding and Removing Artifacts in Language Data
EMNLP 2021
Anomaly Mining - Past, Present and Future
IJCAI 2021
W-RST: Towards a Weighted RST-style Discourse Framework
IJCNLP 2021
FrameNet-like Annotation of Olfactory Information in Texts
EMNLP 2021
Quantifying Contextual Aspects of Inter-annotator Agreement in Intertextuality Research
EMNLP 2021
The Multilingual Corpus of Survey Questionnaires Query Interface
EMNLP 2021
TEGRA: Efficient Ad-Hoc Analytics on Evolving Graphs
NSDI 2021
Measuring Prefixation and Suffixation in the Languages of the World
NAACL 2021
Using Remote Sensing Imagery and Machine Learning to Predict Poaching in Wildlife Conservation Parks
AAAI 2021
Accounting for Confirmation Bias in Crowdsourced Label Aggregation
IJCAI 2021
CCMatrix: Mining Billions of High-Quality Parallel Sentences on the Web
ACL 2021
Cross-document Event Identity via Dense Annotation
EMNLP 2021
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