reproducible research

17 papers

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benchmark evaluation (1539) natural language processing (2027) speech processing (478) information retrieval (1493) deep learning (2111) machine learning (434) open science (11) search engine (27) acoustic analysis (182) experimental methodology (11)

Papers

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research ACL 2025

BIGOS V2 Benchmark for Polish ASR: Curated Datasets and Tools for Reproducible Evaluation NIPS 2024

Lighthouse: A User-Friendly Library for Reproducible Video Moment Retrieval and Highlight Detection EMNLP 2024

DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows ACL 2024

GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration ACL 2023

CodaLab Competitions: An Open Source Platform to Organize Scientific Challenges JMLR 2023

Spacerini: Plug-and-play Search Engines with Pyserini and Hugging Face EMNLP 2023

Replicable Reinforcement Learning NIPS 2023

Renku: a platform for sustainable data science NIPS 2023

ACL Tutorial Proposal: Towards Reproducible Machine Learning Research in Natural Language Processing ACL 2022

VoiceLab: Software for Fully Reproducible Automated Voice Analysis INTERSPEECH 2022

Benchopt: Reproducible, efficient and collaborative optimization benchmarks NIPS 2022

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

LibKGE - A knowledge graph embedding library for reproducible research EMNLP 2020

Errudite: Scalable, Reproducible, and Testable Error Analysis ACL 2019

Baseline: A Library for Rapid Modeling, Experimentation and Development of Deep Learning Algorithms targeting NLP ACL 2018

NEXT: A System for Real-World Development, Evaluation, and Application of Active Learning NIPS 2015