Automatic Error Analysis for Document-level Information Extraction

Reference. Automatic Error Analysis for Document-level Information Extraction

Aliva Das, Xinya Du, Barry Wang, Kejian Shi, Jiayuan Gu, Thomas Porter, Claire Cardie · ACL · 2022 · machine-learning · DOI

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Cite as @das-2022-automatic (helia, typst) · \cite{das-2022-automatic} (LaTeX)

BibTeX

bibtex · 1 line

@inproceedings{das-2022-automatic, title={Automatic Error Analysis for Document-level Information Extraction}, url={http://dx.doi.org/10.18653/v1/2022.acl-long.274}, DOI={10.18653/v1/2022.acl-long.274}, booktitle={Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)}, publisher={Association for Computational Linguistics}, author={Das, Aliva and Du, Xinya and Wang, Barry and Shi, Kejian and Gu, Jiayuan and Porter, Thomas and Cardie, Claire}, year={2022}, pages={3960–3975} }

hayagriva YAML (typst)

yaml · 20 lines

das-2022-automatic:
  type: article
  title: Automatic Error Analysis for Document-level Information Extraction
  author:
  - Das, Aliva
  - Du, Xinya
  - Wang, Barry
  - Shi, Kejian
  - Gu, Jiayuan
  - Porter, Thomas
  - Cardie, Claire
  date: 2022
  page-range: 3960-3975
  url: http://dx.doi.org/10.18653/v1/2022.acl-long.274
  serial-number:
    doi: 10.18653/v1/2022.acl-long.274
  parent:
    type: proceedings
    title: 'Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)'
    publisher: Association for Computational Linguistics

Download: das-2022-automatic.bib · das-2022-automatic.yml

Cites 39 works (0 here)

External (39)

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CrossCheck: Rapid, Reproducible, and Interpretable Model Evaluation (2021)
Towards More Intelligent Extraction of Information from Documents (Ph.D. thesis, Cornell University) (2021)
Speech and Language Processing, 3rd ed. draft, chapter 17: Information Extraction (2021)
Beyond Accuracy: Behavioral Testing of NLP Models with CheckList (2020)
Event Extraction by Answering (Almost) Natural Questions (2020)
A Joint Neural Model for Information Extraction with Global Features (2020)
SciREX: A Challenge Dataset for Document-Level Information Extraction (2020)
TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task (2020)
Entity, Relation, and Event Extraction with Contextualized Span Representations (2019)
A general framework for information extraction using dynamic span graphs (2019)
Pooled Contextualized Embeddings for Named Entity Recognition (2019)
Errudite: Scalable, Reproducible, and Testable Error Analysis (2019)
AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models (2019)
Extracting Entities and Events as a Single Task Using a Transition-Based Neural Model (2019)
Twenty-five years of information extraction (2019)
Contextual String Embeddings for Sequence Labeling (2018)
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (2018)
Distant Supervision for Relation Extraction beyond the Sentence Boundary (2017)
Error Analysis in an Automated Narrative Information Extraction Pipeline (2016)
Analyzing and Visualizing Coreference Resolution Errors (2015)
Recall Error Analysis for Coreference Resolution (2014)
Event Schema Induction with a Probabilistic Entity-Driven Model (2013)
Error-Driven Analysis of Challenges in Coreference Resolution (2013)
Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output (2012)
Towards Automatic Error Analysis of Machine Translation Output (2011)
Automatic Error Analysis for Morphologically Rich Languages (2011)
Addicter: What is wrong with my translations? (2011)
Linguistic-based evaluation criteria to identify statistical machine translation errors (2010)
A unified model of phrasal and sentential evidence for information extraction (2009)
Diagnostic evaluation of machine translation systems using automatically constructed linguistic check-points (2008)
Error Analysis for Learning-based Coreference Resolution (2008)
Error Analysis of Statistical Machine Translation Output (2006)
Fourth Message Understanding Conference (MUC-4) (1992)
MUC-3 evaluation metrics (1991)
Third Message Understanding Conference (MUC-3): Proceedings of a conference held in San Diego, California, May 21-23, 1991 (1991)