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replication study

14 papers

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Co-occurring keywords

universal dependencies (246) experimental evaluation (6) benchmark evaluation (1539) episodic learning (18) statistical analysis (89) natural language processing (2027) opinion mining (146) syntactic parsing (385) empirical study (44) evaluation methodology (108)

Papers

Balancing Scaffolding and Autonomy: A Case Study in Designing a Scalable Undergraduate Machine Learning Research Course AAAI 2026

The Unreasonable Effectiveness of Open Science in AI: A Replication Study AAAI 2025

The 2025 ReproNLP Shared Task on Reproducibility of Evaluations in NLP: Overview and Results ACL 2025

Reproduce, Replicate, Reevaluate. The Long but Safe Way to Extend Machine Learning Methods AAAI 2024

An Argument for Symmetric Coordination from Dependency Length Minimization: A Replication Study COLING 2024

Replicable Reinforcement Learning NIPS 2023

Investigating the influence of personality on acoustic-prosodic entrainment INTERSPEECH 2022

Replicability under Near-Perfect Conditions – A Case-Study from Automatic Summarization ACL 2022

A Synthetic Prediction Market for Estimating Confidence in Published Work AAAI 2022

Replicating and Extending “Because Their Treebanks Leak”: Graph Isomorphism, Covariants, and Parser Performance ACL 2021

Verification, Reproduction and Replication of NLP Experiments: a Case Study on Parsing Universal Dependencies COLING 2020

How much progress have we made on RST discourse parsing? A replication study of recent results on the RST-DT EMNLP 2017

Replication issues in syntax-based aspect extraction for opinion mining EACL 2017

Do LSTMs really work so well for PoS tagging? – A replication study EMNLP 2017