FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging

Research article (Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021) · cited 51× · AI/ML

academia openalex:W3118560954

Press Enter · cited answer in seconds

FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging

Summary

FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging is a scholarly article^[1].

Key Facts

FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging's instance of is recorded as scholarly article^[2].

⭐ Popularity Graph

0/100 long tail

Quick Facts

Instance of scholarly article

🔗 Connections

Authored by 3

Caiming Xiong, Nazneen Fatema Rajani, Peter Hase

← Author of 3

Caiming Xiong, Nazneen Fatema Rajani, Peter Hase

References

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

Direct Wikidata claims

[2] ↑ FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging — instance of (P31): scholarly article. wikidata.org.

Class ancestry

[1] ↑ FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging is an instance of scholarly article (scholarly article) [P31, primary]. Wikidata. wikidata.org.

📑 Cite this page

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). FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging. Retrieved May 24, 2026, from https://4ort.xyz/entity/fastif-scalable-influence-functions-for-efficient-model-interpretation-and-debugging

MLA

“FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/fastif-scalable-influence-functions-for-efficient-model-interpretation-and-debugging.

BibTeX

@misc{4ortxyz_fastif-scalable-influence-functions-for-efficient-model-interpretation-and-debugging_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging}}, year = {2026}, url = {https://4ort.xyz/entity/fastif-scalable-influence-functions-for-efficient-model-interpretation-and-debugging}, note = {Accessed: 2026-05-24}}

LLM prompt

According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging — https://4ort.xyz/entity/fastif-scalable-influence-functions-for-efficient-model-interpretation-and-debugging (retrieved 2026-05-24)

Canonical URL: https://4ort.xyz/entity/fastif-scalable-influence-functions-for-efficient-model-interpretation-and-debugging · Last refreshed: May 24, 2026