Published Sep 18, 2018

70 - Measuring the Evolution of a Scientific Field through Citation Frames, with David Jurgens

David Jurgens explores the evolution of scientific discourse through citation patterns, unveiling how citation practices can forecast a paper's impact, shape the NLP field, and reveal shifts in scholarly acknowledgment. He delves into the creation of a citation frames dataset, providing insights into scientific evolution and the dynamics of citation analysis.

Episode Highlights

Topics covered

Episode Highlights

Related Episodes

08 - Finding News Citations for Wikipedia
Answers 383 questions
92 - Computational Humanities, with David Bamman
Answers 383 questions
102 - Biomedical NLP research at the National Institute of Health with Dina Demner-Fushman
Answers 383 questions
81 - BlackboxNLP, with Afra Alishahi and Tal Linzen
Answers 383 questions
40 - On the State of the Art of Evaluation in Neural Language Models, with Gábor Melis
Answers 383 questions
106 - Ethical Considerations In NLP Research, with Emily Bender
Answers 383 questions
33 - Entity Linking via Joint Encoding of Types, Descriptions, and Context, with Nitish Gupta
Answers 383 questions
79 - The glass ceiling in NLP, with Natalie Schluter
Answers 383 questions
86 - NLP for Evidence-based Medicine, with Byron Wallace
Answers 383 questions
128 - Dynamic Benchmarking, with Douwe Kiela
Answers 383 questions
53 - Classical Structured Prediction Losses for Sequence to Sequence Learning, with Sergey and Myle
Answers 383 questions
130 - Linking human cognitive patterns to NLP Models, with Lisa Beinborn
Answers 383 questions
108 - Data-To-Text Generation, with Verena Rieser and Ondřej Dušek
Answers 383 questions
35 - Replicability Analysis for Natural Language Processing, with Roi Reichart
Answers 383 questions
37 - On Statistical Significance, Training Variance, and Why Reporting Score Distributions Matters
Answers 383 questions

Dexa/NLP Highlights

70 - Measuring the Evolution of a Scientific Field through Citation Frames, with David Jurgens

Topics covered

Popular Clips

Data Set Analysis

Paper Analysis Insights

Factors in Citation Prediction

Bias in Annotation

Data Sharing Impact

Citation Patterns Analysis

Citation Patterns Analysis

NLP Evolution Insights

Citation Context Analysis

Predicting Paper Impact

Workshop Evolution Bet

Scientific Publishing Analysis

Evolution of Citations

Classifier Performance Analysis

Episode Highlights

Analyzing Citation Patterns

Impact and Utility of Citations

Citation Frames Dataset

Related Episodes

08 - Finding News Citations for Wikipedia

92 - Computational Humanities, with David Bamman

102 - Biomedical NLP research at the National Institute of Health with Dina Demner-Fushman

81 - BlackboxNLP, with Afra Alishahi and Tal Linzen

40 - On the State of the Art of Evaluation in Neural Language Models, with Gábor Melis

106 - Ethical Considerations In NLP Research, with Emily Bender

33 - Entity Linking via Joint Encoding of Types, Descriptions, and Context, with Nitish Gupta

79 - The glass ceiling in NLP, with Natalie Schluter

86 - NLP for Evidence-based Medicine, with Byron Wallace

128 - Dynamic Benchmarking, with Douwe Kiela

53 - Classical Structured Prediction Losses for Sequence to Sequence Learning, with Sergey and Myle

130 - Linking human cognitive patterns to NLP Models, with Lisa Beinborn

108 - Data-To-Text Generation, with Verena Rieser and Ondřej Dušek

35 - Replicability Analysis for Natural Language Processing, with Roi Reichart

37 - On Statistical Significance, Training Variance, and Why Reporting Score Distributions Matters

70 - Measuring the Evolution of a Scientific Field through Citation Frames, with David Jurgens

Topics covered

Popular Clips

Episode Highlights

Analyzing Citation PatternsThe podcast continues with David Jurgens discussing the dynamics of citation patterns in scientific papers. He examines how these patterns differ across paper sections and venues, shedding light on the evolution of scientific discourse.

Analyzing Citation Patterns

Impact and Utility of CitationsDavid Jurgens explores how citation practices can predict a paper's impact and reflect the evolution of the NLP field. He discusses the integration of diverse topics and the shift from comparison to acknowledgment in citations.

Impact and Utility of Citations

Citation Frames DatasetDavid Jurgens discusses the creation and analysis of a citation frames dataset, highlighting challenges in annotation and classification. He explores how this dataset helps understand the evolution of scientific fields through citation analysis.

Citation Frames Dataset

Related Episodes