Pith. sign in

Paper Citation Record · LEDGER

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior

As of 23 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2607.05587.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.05587 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T05:23:21.266860Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

55 of 55 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved55
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation efa47f14-8473-41c2-b387-d15a57ca07fe · outbound

This paper cites Large Language Models for Software Engineering: A Systematic Literature Review,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Large Language Models for Software Engineering: A Systematic Literature Review,

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:548b99715706f03a28f6ab906f474d22e8dbcb9793f3bfb3f43e072cc9a5919b

Observation ca9447b3-7e53-4e0b-b8f2-1184686da548 · outbound

This paper cites A Survey on Large Language Models for Software Engineering,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior A Survey on Large Language Models for Software Engineering,

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:bb48afecd7d962b98b618c7b3fb38060e6f2405c852a648eb410ccfeea6a08ef

Observation b4fe55b8-043a-4c21-8ba3-c2408b5ce416 · outbound

This paper cites Software Testing with Large Language Models: Survey, Landscape, and Vision,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Software Testing with Large Language Models: Survey, Landscape, and Vision,

Reference 3

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:a254764cca450a0ea5fb09fb70f0418e51f5b38b603f6118102ca778ed093675

Observation 4754f93b-61ef-463b-bf2a-52c066bdb976 · outbound

This paper cites A Systematic Approach for Assessing Large Language Models’ Test Case Generation Capability,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior A Systematic Approach for Assessing Large Language Models’ Test Case Generation Capability,

Reference 4

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:5433f714f31e3e9088181e08c8898949769c5399e133a7aa02d154470a4dfa58

Observation fb4fa643-1eea-4a16-bfcf-222b6ed2cae1 · outbound

This paper cites Automated Repair of Programs from Large Language Models,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Automated Repair of Programs from Large Language Models,

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:fb0ccbebcf859ca4f4178572e9c6c090586cd3469eea7c0c226baaee06ed8641

Observation deb0bad2-5fd2-49e1-9bd2-6b18bf74146a · outbound

This paper cites ThinkRepair: Self- Directed Automated Program Repair,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior ThinkRepair: Self- Directed Automated Program Repair,

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:db6c7f439c136e042ad8fc8e51c95a5cddeb31518bb4bccbef036ca6420d01b9

Observation c3abb570-bb4d-4965-9830-0c9624cac4a7 · outbound

This paper cites LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision, and the Road Ahead,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision, and the Road Ahead,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:c143dcb6f11a3620bc79f1aaa2d40ec8dd9cfd9754f15d71f2f5345245c4344b

Observation 6ed6561a-6bdf-430e-9218-c594d0bfb1af · outbound

This paper cites Large Language Model-Based Agents for Software Engineering: A Sur- vey,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Large Language Model-Based Agents for Software Engineering: A Sur- vey,

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:3ccc7e7d1473b458fe95dae84c9cee4d9f03e78136ae8cb31fab531680d021df

Observation 8b0fd84b-7a9f-4ec2-a859-d6fc4171ffc4 · outbound

This paper cites Precise Documentation: The Key to Better Software,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Precise Documentation: The Key to Better Software,

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:afca871a0044beca368554dcf90bfd53a086f7b2e2f6e27bada1e81b694c48b5

Observation b8a3d815-88b4-4d8c-9a04-48685fd57531 · outbound

This paper cites Are Your Comments Out- dated? Toward Automatically Detecting Code-Comment Consistency,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Are Your Comments Out- dated? Toward Automatically Detecting Code-Comment Consistency,

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:f0988cbe0fd000fb4b37469e91381f1bc6d15ccf42b2c64f79c708f97cf281ee

Observation 2f0619ba-ac41-45f0-a518-02bc4ef46f2c · outbound

This paper cites Software Documentation: The Practitioners’ Perspec- tive,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Software Documentation: The Practitioners’ Perspec- tive,

Reference 11

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:a1bc437fc891f96cbf0174b8502f7437f6818de928a9c547242c7e87f9869a66

Observation 71d106c7-c853-4870-bd84-009f52196e9f · outbound

This paper cites Towards Detecting Inconsistent Comments in Java Source Code Automatically,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Towards Detecting Inconsistent Comments in Java Source Code Automatically,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:eed71cbd6f9dfba98d0b4bac259e0878a82c948198b7d7c0e655a7a4be86042d

Observation c7c1f735-af69-4221-8501-9d91aec394b6 · outbound

This paper cites Two Sides of the Same Coin: Exploiting the Impact of Identifiers in Neural Code Comprehension,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Two Sides of the Same Coin: Exploiting the Impact of Identifiers in Neural Code Comprehension,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:29791520738221c5d46239ec9325295e43a8dacba79e4f171daa1f0e088f83ff

Observation 772440f3-ee2c-4bc1-8c1c-9023c653cf55 · outbound

This paper cites When Names Disappear: Revealing What LLMs Actually Understand About Code,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior When Names Disappear: Revealing What LLMs Actually Understand About Code,

Reference 14

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:76f8d6a8878b7d044f87b33339b0476d505013ee6c411ca9ca20d7e0a6993e69

Observation 1daf260e-4a78-4f55-8f43-53bd06039ddd · outbound

This paper cites Bugs in Large Language Models Generated Code: An Empirical Study,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Bugs in Large Language Models Generated Code: An Empirical Study,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:754bce01795c27ab39a12279c13872ad2e4846137d735a635b1bda646844e49e

Observation ad741e30-37e6-43dd-b7dc-8de8d2f1600f · outbound

This paper cites What Is Wrong with Your Code Generated by Large Language Models? An Extensive Study,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior What Is Wrong with Your Code Generated by Large Language Models? An Extensive Study,

Reference 16

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:e5ca94f8d314b6fbbcadc3718cc4a8e406c2043673f317bcc691186069038cde

Observation 18e0108d-fd06-4fd0-8828-eb4ad480cbd8 · outbound

This paper cites Towards Best Practices of Activation Patching in Language Models: Metrics and Methods,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Towards Best Practices of Activation Patching in Language Models: Metrics and Methods,

Reference 17

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:94845a3257d9a8aab68a7f28d8978cfa6372d5dfd4182952ded3e3e69f1c27d9

Observation 8d3f22bb-48d0-41a8-b6f2-730378c72173 · outbound

This paper cites How to use and interpret activation patching.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior How to use and interpret activation patching

Reference 18

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:71a5e364f90abb6cda22d497367a77855b600f4d394a5391eccc5e1835a77db8

Observation 36f90b6f-2890-4a17-bd43-e9cfe8f1a87f · outbound

This paper cites Localizing Model Behavior with Path Patching.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Localizing Model Behavior with Path Patching

Reference 19

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:81edb6b8eb65fd6651fa5428809ee1ce21eba31a048083b3f4b19346aec0e2ff

Observation 148a2755-b459-40f1-8b05-817d4e358f6f · outbound

This paper cites Towards Automated Circuit Discovery for Mechanistic In- terpretability,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Towards Automated Circuit Discovery for Mechanistic In- terpretability,

Reference 20

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:f0ceb60a0f0e6d9b831f0c355e9650872f585d50717710146e9c4ae0ac8526de

Observation 77ccf146-28f3-471a-9fcc-9daea89e2c81 · outbound

This paper cites Replication Package - Mechanistic Lens and Semantic Conflicts,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Replication Package - Mechanistic Lens and Semantic Conflicts,

Reference 21

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:6c8b5e5cdcde72e4ef6a7aae829ee82c226cc810a86da385a8da55c19b201fff

Observation f37ae016-4baf-4142-a594-5adb5a164a63 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Evaluating Large Language Models Trained on Code

Reference 22

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:c17a178369ae1f4cd8120a659d1ba7ad13241fb80330b90b65f7473907617b74

Observation 60ee14a4-672c-4e32-8c55-dcf8b890e2d1 · outbound

This paper cites Program Synthesis with Large Language Models.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Program Synthesis with Large Language Models

Reference 23

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:3946f2ede231cd53b7f5a6921e73da0874dcac9968d74b83e8b2254a992f30a9

Observation 116e6b1c-d157-410d-8c9c-b3bb1a399b0d · outbound

This paper cites Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation,

Reference 24

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:a24e640e6dfd13cf4725c1481063011590bf232161b3595c7d8ad7fcb5f92409

Observation e122142e-f7d5-4d7b-88ba-0213d409d8e7 · outbound

This paper cites TestE- val: Benchmarking Large Language Models for Test Case Generation,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior TestE- val: Benchmarking Large Language Models for Test Case Generation,

Reference 25

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:8e558f43d5d9c578c78543dad2738b98943eacc9960ff60da27ae3787131b344

Observation 7671682e-fe05-4523-856d-0aa455621a04 · outbound

This paper cites Benchmarking LLMs for Unit Test Generation from Real-World Functions,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Benchmarking LLMs for Unit Test Generation from Real-World Functions,

Reference 26

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:b99390926ebac4185b74930a237474e5717b76d1c2c143ce2009fc2bd1897c3a

Observation 2c6a0a77-38d9-4b52-92b8-6e6b1113df1f · outbound

This paper cites TestForge: Feedback-Driven, Agentic Test Suite Generation.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior TestForge: Feedback-Driven, Agentic Test Suite Generation

Reference 27

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:1fb0568411271c98d2887094927ca3cfbb925d34f010dca5b5973c3989824a4b

Observation b2b4f1f9-ea7d-407f-ab42-283473759d3d · outbound

This paper cites Mutation-Guided Unit Test Generation with a Large Language Model.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Mutation-Guided Unit Test Generation with a Large Language Model

Reference 28

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:2221c07cf639d5221df2b975abeff62cacd4dc036602bbcf33677c1e6b2f44f1

Observation caaa2566-a499-4e6c-9c90-63181d5efb30 · outbound

This paper cites Correctness Assessment of Code Generated by Large Language Models Using Internal Representations,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Correctness Assessment of Code Generated by Large Language Models Using Internal Representations,

Reference 29

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:6522b9acb95337783abf7cdee7623f9ff2b345ea4184c6e1a96e6ebb051250a0

Observation fbd0c770-ab4f-497d-a4f5-87a7a5200614 · outbound

This paper cites Model- Agnostic Quality Assessment for LLM-Generated Code via Dynamic Internal Representation Selection,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Model- Agnostic Quality Assessment for LLM-Generated Code via Dynamic Internal Representation Selection,

Reference 30

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:43d514b00441608adbddccb029fd8f2725b1cdf13792d2ca01c6012f2b1f6f44

Observation 870ed4b0-414a-478c-8349-70f91eeaf425 · outbound

This paper cites On LLMs’ Internal Rep- resentation of Code Correctness,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior On LLMs’ Internal Rep- resentation of Code Correctness,

Reference 31

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:81bfc069e724230bb20f371bba2a4805b6ec0e8bd40647f49bbcdeb99d73d1dc

Observation 2281766c-ac91-49c9-b169-c4f8cda7a0b1 · outbound

This paper cites Mechanistic Interpretability of Code Correctness in LLMs via Sparse Autoencoders,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Mechanistic Interpretability of Code Correctness in LLMs via Sparse Autoencoders,

Reference 32

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:1f8609a298a9c0abab36d51260173aa408e5378a822b4bc3a683183e79120921

Observation 5d51d0bc-e5b1-40ec-b019-7a3e8e939f71 · outbound

This paper cites CodeCircuit: Toward Inferring LLM-Generated Code Correctness via Attribution Graphs,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior CodeCircuit: Toward Inferring LLM-Generated Code Correctness via Attribution Graphs,

Reference 33

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:e10f6efcde83a61aef1b84b54f091995675da22e22a91a950e23127fc3c2acb3

Observation d7ab3f2a-7cf9-4dd7-890d-273099a161f4 · outbound

This paper cites Investigating Gender Bias in Language Models Using Causal Mediation Analysis,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Investigating Gender Bias in Language Models Using Causal Mediation Analysis,

Reference 34

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:de632d6e63ceb866dccb300d2ad8b367d874e56bac5530e7e155da4408007335

Observation 5969e95f-93ae-4e4c-9935-7fb10bba9d1c · outbound

This paper cites Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability,

Reference 35

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:bfacd74c4b865de321519f9125815c294b70b250990499c81fe8688cd0064da2

Observation b373b187-b903-48fa-94e7-1bf5040ab286 · outbound

This paper cites Locating and Editing Factual Associations in GPT,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Locating and Editing Factual Associations in GPT,

Reference 36

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:f753870b0c8106b2d0370de4161dc4bbdae1fe0a3adb4efa047347a8e693e907

Observation 02f0cc3c-af17-4ac3-ae06-c1b7d72decac · outbound

This paper cites In- terpretability in the Wild: A Circuit for Indirect Object Identification in GPT-2 Small,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior In- terpretability in the Wild: A Circuit for Indirect Object Identification in GPT-2 Small,

Reference 37

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:c18045d518af2be692e6a7ab4095f5daebff0c79b0df4a6206c031cffda1289f

Observation 09c9aeec-47d1-4c89-83bd-851e3002bc50 · outbound

This paper cites A Mathematical Framework for Transformer Circuits,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior A Mathematical Framework for Transformer Circuits,

Reference 38

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:f95c0f415d32d4e1ddb0c496e713d8f46a820ac07ac327be1a46486269e4cbb3

Observation 55e807c3-8a91-4d76-96bf-06cb6957de72 · outbound

This paper cites Scaling and Evaluating Sparse Autoencoders,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Scaling and Evaluating Sparse Autoencoders,

Reference 39

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:49d121b3ae724e6c2c7694058adf562a91a9618fd488d2ff8f2e4924ba95e1c7

Observation 78170488-a4e6-44cc-8708-26c3d67de3f7 · outbound

This paper cites An Empir- ical Study on Code Comment Completion,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior An Empir- ical Study on Code Comment Completion,

Reference 40

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:ef7756e10c3c809688c9f1671da27004a51b7cbf352cd5055ff512dd2008ce21

Observation 8acdcf36-2387-4fd6-bee7-4ab3fbd78a41 · outbound

This paper cites Code Comment Inconsistency Detection with BERT and Longformer.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Code Comment Inconsistency Detection with BERT and Longformer

Reference 41

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:23d10f4df401fe70456074db515222be05884ad6e47325cf9826647baf824542

Observation fbbfe241-b6fd-4c7d-9fb0-71120b09c78a · outbound

This paper cites The Effect of Comments on Program Comprehension: An Eye-tracking Study,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior The Effect of Comments on Program Comprehension: An Eye-tracking Study,

Reference 42

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:d7a8a76853ab79f3c50726d55992842cf69e743aa05fb011855facbdf0d484f9

Observation 3a10d075-e79a-4535-9d9e-07610320c274 · outbound

This paper cites 9.6 Million Links in Source Code Comments: Purpose, Evolution, and Decay,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior 9.6 Million Links in Source Code Comments: Purpose, Evolution, and Decay,

Reference 43

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:58c4233e8b9c87f11445d23f620036bd91c2d611228c3eac7887eae12d57c746

Observation 0a6e6b88-e3c2-43b1-8476-8ee5cdbf7d70 · outbound

This paper cites Code Llama: Open Foundation Models for Code.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Code Llama: Open Foundation Models for Code

Reference 44

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:0281e29ca2e00384fc67a69ccb828e6f7d56e4795ee99578236b7c61bfaa4d39

Observation c4e95a17-abe7-4043-8604-7a338bb5b512 · outbound

This paper cites Qwen2 Technical Report.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Qwen2 Technical Report

Reference 45

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:0ba7638a820003614c6b85e4577edd6f30bd0925c7d4fff71ee0510d2128ca36

Observation 857afb6a-00d3-4c14-99b7-df0069dce614 · outbound

This paper cites Mistral 7B.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Mistral 7B

Reference 46

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:e05331e92b4ae130a2c1caa13056ee909b4a10a842a019cef5070d968ab650cb

Observation fb863da3-1713-4053-a63b-dcf62c3178a3 · outbound

This paper cites The Llama 3 Herd of Models.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior The Llama 3 Herd of Models

Reference 47

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:21b77df8e47d4449c330e77d5e72b6fd9526ca4145de15c64982923a886a2384

Observation 03dd29eb-e7ad-4d7a-8446-e2fa46f2137d · outbound

This paper cites TransformerLens,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior TransformerLens,

Reference 48

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:434c5575038c393d8c4caacbba4102d4658d363b4e90b1603910535ffc9154c7

Observation c17e89ce-4a1d-48ae-806e-07a17f1953f5 · outbound

This paper cites Note on the Sampling Error of the Difference Between Correlated Proportions or Percentages,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Note on the Sampling Error of the Difference Between Correlated Proportions or Percentages,

Reference 49

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:1f9dadc7557352c0584e673e4ff50cba4e23a4fa14b5750849a15197e3391127

Observation 19c8f785-81a6-4fd2-89bf-b5df58a35641 · outbound

This paper cites Cohen,Statistical Power Analysis for the Behavioral Sciences.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Cohen,Statistical Power Analysis for the Behavioral Sciences

Reference 50

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:7e9f51b70b19fe237d79d46c7873ccc42b31cc5914ef824e0caa8672016ae9d5

Observation e49cdb80-8c10-46a4-820f-90dd768a0ca0 · outbound

This paper cites Individual Comparisons by Ranking Methods,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Individual Comparisons by Ranking Methods,

Reference 51

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:4cdb2669253cf4eb6031aaf752c69cd5a51451bed2869c257548d8f997047501

Observation 3c8d7c82-02b4-4159-a489-276a1de6947e · outbound

This paper cites A Simple Sequentially Rejective Multiple Test Procedure,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior A Simple Sequentially Rejective Multiple Test Procedure,

Reference 52

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:e66f411a8af8cd340e0b66e2575c2526640df80c0d4cd35da83d22268945460c

Observation 0badbb08-3657-43de-9a68-15ff9757a833 · outbound

This paper cites An Empirical Study of the Non-Determinism of ChatGPT in Code Generation,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior An Empirical Study of the Non-Determinism of ChatGPT in Code Generation,

Reference 53

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:2e4a66fdc1590b87c5f576e31044a25d7beb2ffdcc1b6be6d1b0141361d48df2

Observation 7fd517e7-5daa-4f78-be69-bfe4ce79cc58 · outbound

This paper cites 40 Years of Designing Code Comprehension Experiments: A Systematic Mapping Study,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior 40 Years of Designing Code Comprehension Experiments: A Systematic Mapping Study,

Reference 54

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:df1de9cc3b2f7ec728a9b0b8aac40bc5b9e9ee936ea801929f3ed864a9efc07a

Observation 543973a2-0a9b-481a-9eb3-d92fcab13272 · outbound

This paper cites Open Science in Software Engineering,.

A Mechanistic Lens on Semantic Conflicts: Using Activation Patching to Understand LLM Behavior Open Science in Software Engineering,

Reference 55

Resolution
unresolved
no resolver link, observed 2026-07-11T05:23:21.266860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T05:23:21.266860Z digest=sha256:d350d34d3e526afc5158e2adbe865d353fbc073ce2ba01a53790e6e520bb71c7

Pith citing papers

No inbound Pith citation observations are available.