The Quest for the Right Mediator: Surveying Mechanistic Interpretability for NLP Through the Lens of Causal Mediation Analysis.
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| Title: | The Quest for the Right Mediator: Surveying Mechanistic Interpretability for NLP Through the Lens of Causal Mediation Analysis. |
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| Authors: | Mueller, Aaron1, amueller@bu.edu, Brinkmann, Jannik2, Li, Millicent3, Marks, Samuel4, Pal, Koyena3, Prakash, Nikhil3, Rager, Can3, Sankaranarayanan, Aruna5, Sharma, Arnab Sen3, Sun, Jiuding6, Todd, Eric3, Bau, David3, Belinkov, Yonatan7 |
| Source: | Computational Linguistics; Mar2026, Vol. 52 Issue 1, p331-378, 48p |
| Database: | Applied Science & Technology Source |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 192910414 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=192910414 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1162/COLI.a.572 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 48 StartPage: 331 Titles: – TitleFull: The Quest for the Right Mediator: Surveying Mechanistic Interpretability for NLP Through the Lens of Causal Mediation Analysis. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Mueller, Aaron – PersonEntity: Name: NameFull: Brinkmann, Jannik – PersonEntity: Name: NameFull: Li, Millicent – PersonEntity: Name: NameFull: Marks, Samuel – PersonEntity: Name: NameFull: Pal, Koyena – PersonEntity: Name: NameFull: Prakash, Nikhil – PersonEntity: Name: NameFull: Rager, Can – PersonEntity: Name: NameFull: Sankaranarayanan, Aruna – PersonEntity: Name: NameFull: Sharma, Arnab Sen – PersonEntity: Name: NameFull: Sun, Jiuding – PersonEntity: Name: NameFull: Todd, Eric – PersonEntity: Name: NameFull: Bau, David – PersonEntity: Name: NameFull: Belinkov, Yonatan IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 03 Text: Mar2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 08912017 Numbering: – Type: volume Value: 52 – Type: issue Value: 1 Titles: – TitleFull: Computational Linguistics Type: main |
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