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Sentiment and politeness analysis tools on developer discussions are unreliable, but so are people

Research article (Proceedings of the 3rd International Workshop on Emotion Awareness in Software Engineering, 2018) · cited 33× · AI/ML
academia openalex:W2884442519
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Sentiment and politeness analysis tools on developer discussions are unreliable, but so are people

Summary

Sentiment and politeness analysis tools on developer discussions are unreliable, but so are people is a scholarly article[1].

Key Facts

  • Sentiment and politeness analysis tools on developer discussions are unreliable, but so are people's instance of is recorded as scholarly article[2].

References

Programmatic citations — every numbered marker resolves to a verifiable graph row below.

Direct Wikidata claims

  1. [2] ↑ . wikidata.org.

Class ancestry

  1. [1] ↑ . Wikidata. wikidata.org.

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Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.

APA 4ort.xyz Knowledge Graph. (2026). Sentiment and politeness analysis tools on developer discussions are unreliable, but so are people. Retrieved May 24, 2026, from https://4ort.xyz/entity/sentiment-and-politeness-analysis-tools-on-developer-discussions-are-unreliable-but-so-are-people
MLA “Sentiment and politeness analysis tools on developer discussions are unreliable, but so are people.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/sentiment-and-politeness-analysis-tools-on-developer-discussions-are-unreliable-but-so-are-people.
BibTeX @misc{4ortxyz_sentiment-and-politeness-analysis-tools-on-developer-discussions-are-unreliable-but-so-are-people_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Sentiment and politeness analysis tools on developer discussions are unreliable, but so are people}}, year = {2026}, url = {https://4ort.xyz/entity/sentiment-and-politeness-analysis-tools-on-developer-discussions-are-unreliable-but-so-are-people}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Sentiment and politeness analysis tools on developer discussions are unreliable, but so are people — https://4ort.xyz/entity/sentiment-and-politeness-analysis-tools-on-developer-discussions-are-unreliable-but-so-are-people (retrieved 2026-05-24)

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