Paper Citation Record · LEDGER

A Primer on the Inner Workings of Transformer-based Language Models

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 47 inbound Pith citation observations for arXiv:2405.00208.

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

pith.paper-citation-record.v1
2405.00208 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 47 of 47 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:19:44.196854Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

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External citation measurements

9
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 926a3091-f99a-4de3-816c-decb566fdf78 · inbound

Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models cites this paper.

Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models A Primer on the Inner Workings of Transformer-based Language Models

Reference 12

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Observation 2b038d02-bc95-459d-9304-50022b173da5 · inbound

Evaluating Sparse Autoencoders on Targeted Concept Erasure Tasks cites this paper.

Evaluating Sparse Autoencoders on Targeted Concept Erasure Tasks A Primer on the Inner Workings of Transformer-based Language Models

Reference 2024

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Observation 88c67020-6368-4df0-95b5-e3a433e48f2c · inbound

RevPRAG: Revealing Poisoning Attacks in Retrieval-Augmented Generation through LLM Activation Analysis cites this paper.

RevPRAG: Revealing Poisoning Attacks in Retrieval-Augmented Generation through LLM Activation Analysis A Primer on the Inner Workings of Transformer-based Language Models

Reference 13

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Observation 0ca94909-1577-4538-b09f-ab36cb84e724 · inbound

Inferring Functionality of Attention Heads from their Parameters cites this paper.

Inferring Functionality of Attention Heads from their Parameters A Primer on the Inner Workings of Transformer-based Language Models

Reference 11

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Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models cites this paper.

Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models A Primer on the Inner Workings of Transformer-based Language Models

Reference 2023

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Observation 3724ba54-01c3-42c5-9171-8a6060021378 · inbound

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

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations A Primer on the Inner Workings of Transformer-based Language Models

Reference 96

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Observation 4c290d7f-f079-48b8-848c-2dcec4755adb · inbound

SEAL: Scaling to Emphasize Attention for Long-Context Retrieval cites this paper.

SEAL: Scaling to Emphasize Attention for Long-Context Retrieval A Primer on the Inner Workings of Transformer-based Language Models

Reference 12

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Observation 2cb92199-7342-4f6f-b00b-af85497cc4c4 · inbound

MIB: A Mechanistic Interpretability Benchmark cites this paper.

MIB: A Mechanistic Interpretability Benchmark A Primer on the Inner Workings of Transformer-based Language Models

Reference 21

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Observation 07f6ca5a-e9e3-4625-a50a-1fc7a6ec5729 · inbound

Lightweight Latent Verifiers for Efficient Meta-Generation Strategies cites this paper.

Lightweight Latent Verifiers for Efficient Meta-Generation Strategies A Primer on the Inner Workings of Transformer-based Language Models

Reference 18

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Detection and Mitigation of Hallucination in Large Reasoning Models: A Mechanistic Perspective cites this paper.

Detection and Mitigation of Hallucination in Large Reasoning Models: A Mechanistic Perspective A Primer on the Inner Workings of Transformer-based Language Models

Reference 13

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Observation cd891a5e-fdcc-4edc-aee8-29bd0f28be5b · inbound

Localizing Persona Representations in LLMs cites this paper.

Localizing Persona Representations in LLMs A Primer on the Inner Workings of Transformer-based Language Models

Reference 31

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Observation ff9321fb-f648-45d5-911f-03a2f7b310df · inbound

COMPKE: Complex Question Answering under Knowledge Editing cites this paper.

COMPKE: Complex Question Answering under Knowledge Editing A Primer on the Inner Workings of Transformer-based Language Models

Reference 17

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Observation 5d965c15-1fd4-4e84-95fd-5844c1471ab9 · inbound

Different Speech Translation Models Encode and Translate Speaker Gender Differently cites this paper.

Different Speech Translation Models Encode and Translate Speaker Gender Differently A Primer on the Inner Workings of Transformer-based Language Models

Reference 22

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Observation a7746e88-e267-4a16-ab21-a2c6f35cccb0 · inbound

REAL: Reading Out Transformer Activations for Precise Localization in Language Model Steering cites this paper.

REAL: Reading Out Transformer Activations for Precise Localization in Language Model Steering A Primer on the Inner Workings of Transformer-based Language Models

Reference 17

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Observation d039dfbb-1351-4c27-869b-4fa661590064 · inbound

Private Memorization Editing: Turning Memorization into a Defense to Strengthen Data Privacy in Large Language Models cites this paper.

Private Memorization Editing: Turning Memorization into a Defense to Strengthen Data Privacy in Large Language Models A Primer on the Inner Workings of Transformer-based Language Models

Reference 8

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Observation 026616c2-d0a3-4157-b512-33a7d272602d · inbound

A Free Probabilistic Framework for Analyzing the Transformer-based Language Models cites this paper.

A Free Probabilistic Framework for Analyzing the Transformer-based Language Models A Primer on the Inner Workings of Transformer-based Language Models

Reference 17

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Observation 969dbf6a-d78c-4991-b7cc-d00e476c2663 · inbound

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data cites this paper.

Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data A Primer on the Inner Workings of Transformer-based Language Models

Reference 18

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Observation a7107925-66e7-4d5e-939b-6ac8c480cc71 · inbound

Reconstructing Biological Pathways by Applying Selective Incremental Learning to (Very) Small Language Models cites this paper.

Reconstructing Biological Pathways by Applying Selective Incremental Learning to (Very) Small Language Models A Primer on the Inner Workings of Transformer-based Language Models

Reference 28

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Observation 33e50dca-6d09-4305-be81-0a65a7de62a0 · inbound

InTraVisTo: Inside Transformer Visualisation Tool cites this paper.

InTraVisTo: Inside Transformer Visualisation Tool A Primer on the Inner Workings of Transformer-based Language Models

Reference 14

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Observation 6360b106-6c69-4543-bebd-268732f5067c · inbound

Cross-Attention is Half Explanation in Speech-to-Text Models cites this paper.

Cross-Attention is Half Explanation in Speech-to-Text Models A Primer on the Inner Workings of Transformer-based Language Models

Reference 23

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Observation ae9637fe-1be0-4efa-9434-4a352bf193e0 · inbound

Safe-SAIL: Towards a Fine-grained Safety Landscape of Large Language Models via Sparse Autoencoder Interpretation Framework cites this paper.

Safe-SAIL: Towards a Fine-grained Safety Landscape of Large Language Models via Sparse Autoencoder Interpretation Framework A Primer on the Inner Workings of Transformer-based Language Models

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-18T18:16:43.774882Z

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Observation 4dd6da5a-0fac-4782-889b-93e2cb759d3b · inbound

Deductive Logic in Language Models: Horizontal vs Vertical Reasoning cites this paper.

Deductive Logic in Language Models: Horizontal vs Vertical Reasoning A Primer on the Inner Workings of Transformer-based Language Models

Reference 8

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Observation f1af8c93-d940-408c-9025-3865fb76a609 · inbound

Explainability of Large Language Models: Opportunities and Challenges toward Generating Trustworthy Explanations cites this paper.

Explainability of Large Language Models: Opportunities and Challenges toward Generating Trustworthy Explanations A Primer on the Inner Workings of Transformer-based Language Models

Reference 62

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Unifying Learning Dynamics and Generalization in Transformers Scaling Law cites this paper.

Unifying Learning Dynamics and Generalization in Transformers Scaling Law A Primer on the Inner Workings of Transformer-based Language Models

Reference 25

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Observation f53c37eb-ce5e-4382-a38d-c96bc8906a9a · inbound

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models cites this paper.

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models A Primer on the Inner Workings of Transformer-based Language Models

Reference 72

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Observation 09abdd37-4ecf-4c6e-83e9-0eb4e5e2abb6 · inbound

MICE: Minimal Interaction Cross-Encoders for efficient Re-ranking cites this paper.

MICE: Minimal Interaction Cross-Encoders for efficient Re-ranking A Primer on the Inner Workings of Transformer-based Language Models

Reference 2024

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Observation 026ccf86-4225-4276-8128-7c829353877f · inbound

Explainable AI: Context-Aware Layer-Wise Integrated Gradients for Explaining Transformer Models cites this paper.

Explainable AI: Context-Aware Layer-Wise Integrated Gradients for Explaining Transformer Models A Primer on the Inner Workings of Transformer-based Language Models

Reference 47

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Observation 10668668-0420-40c4-98e8-0eed8aa1a1cf · inbound

In-Context Learning in Speech Language Models: Analyzing the Role of Acoustic Features, Linguistic Structure, and Induction Heads cites this paper.

In-Context Learning in Speech Language Models: Analyzing the Role of Acoustic Features, Linguistic Structure, and Induction Heads A Primer on the Inner Workings of Transformer-based Language Models

Reference 6

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ConceptTracer: Interactive Analysis of Concept Saliency and Selectivity in Neural Representations cites this paper.

ConceptTracer: Interactive Analysis of Concept Saliency and Selectivity in Neural Representations A Primer on the Inner Workings of Transformer-based Language Models

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:20:51.372895Z

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Observation 25a79f0f-dd89-4954-bebd-aff1becd1fab · inbound

Contrastive Attribution in the Wild: An Interpretability Analysis of LLM Failures on Realistic Benchmarks cites this paper.

Contrastive Attribution in the Wild: An Interpretability Analysis of LLM Failures on Realistic Benchmarks A Primer on the Inner Workings of Transformer-based Language Models

Reference 22

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Observation c562ffef-6152-4ae4-b75a-74d28d7c9c9d · inbound

Are LLMs Ready for Conflict Monitoring? Empirical Evidence from West Africa cites this paper.

Are LLMs Ready for Conflict Monitoring? Empirical Evidence from West Africa A Primer on the Inner Workings of Transformer-based Language Models

Reference 75

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Observation 6cc7a763-e24b-4086-b8fd-81fcb49e69ec · inbound

Data-driven Circuit Discovery for Interpretability of Language Models cites this paper.

Data-driven Circuit Discovery for Interpretability of Language Models A Primer on the Inner Workings of Transformer-based Language Models

Reference 10

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Observation 3ee19c8b-1c38-4afc-a82f-f9003397b20b · inbound

Enabling Performant and Flexible Model-Internal Observability for LLM Inference cites this paper.

Enabling Performant and Flexible Model-Internal Observability for LLM Inference A Primer on the Inner Workings of Transformer-based Language Models

Reference 9

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Observation f714c5e2-0d39-4939-a70c-b660c5e12355 · inbound

Instructions Shape Production of Language, not Processing cites this paper.

Instructions Shape Production of Language, not Processing A Primer on the Inner Workings of Transformer-based Language Models

Reference 138

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Observation d957face-3a0b-471f-9aa8-effa8058e3e4 · inbound

Instructions Shape Production of Language, not Processing cites this paper.

Instructions Shape Production of Language, not Processing A Primer on the Inner Workings of Transformer-based Language Models

Reference 138

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Stories in Space: In-Context Learning Trajectories in Conceptual Belief Space cites this paper.

Stories in Space: In-Context Learning Trajectories in Conceptual Belief Space A Primer on the Inner Workings of Transformer-based Language Models

Reference 74

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Observation 676e7e43-ddd8-49e9-8fcd-52512a69dd4c · inbound

Rethinking Layer Relevance in Large Language Models Beyond Cosine Similarity cites this paper.

Rethinking Layer Relevance in Large Language Models Beyond Cosine Similarity A Primer on the Inner Workings of Transformer-based Language Models

Reference 54

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Observation 6e249306-266e-478a-ac6b-c035aa77ec84 · inbound

Relational Linear Properties in Language Models: An Empirical Investigation cites this paper.

Relational Linear Properties in Language Models: An Empirical Investigation A Primer on the Inner Workings of Transformer-based Language Models

Reference 4

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Observation d9ed1830-ba6f-45ca-8190-44260ed1cec7 · inbound

Relational Linear Properties in Language Models: An Empirical Investigation cites this paper.

Relational Linear Properties in Language Models: An Empirical Investigation A Primer on the Inner Workings of Transformer-based Language Models

Reference 4

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 98d98515-5b4a-422d-aa76-daff08a04ab8 · inbound

Multi-component Causal Tracing in Large Language Models cites this paper.

Multi-component Causal Tracing in Large Language Models A Primer on the Inner Workings of Transformer-based Language Models

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-07-02T01:36:24.919128Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8a866893-c40e-4719-84fb-e708dbbc3f9e · inbound

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers cites this paper.

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers A Primer on the Inner Workings of Transformer-based Language Models

Reference 72

Resolution: verified exact; arxiv_id, observed 2026-06-28T23:32:46.752725Z

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Observation aa70353b-9fe2-4354-843f-4502b7615ab5 · inbound

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers cites this paper.

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers A Primer on the Inner Workings of Transformer-based Language Models

Reference 158

Resolution: verified exact; arxiv_id, observed 2026-06-28T23:32:47.304588Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 17b1d4fc-ca74-41a8-81d9-4e6feb7269e5 · inbound

DECSELFMASK: Leveraging Unlabeled Text via Self-Relevance-Guided Masking for Decoder-Only Classification cites this paper.

DECSELFMASK: Leveraging Unlabeled Text via Self-Relevance-Guided Masking for Decoder-Only Classification A Primer on the Inner Workings of Transformer-based Language Models

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T01:27:30.553886Z

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Observation 630106ce-c732-46c8-a961-19f73307ba2a · inbound

Can Language Model Agents be Helpful Circuit Explainers in Mechanistic Interpretability? cites this paper.

Can Language Model Agents be Helpful Circuit Explainers in Mechanistic Interpretability? A Primer on the Inner Workings of Transformer-based Language Models

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T16:19:57.641510Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6489dc32-5b72-4f04-a3da-eb0acccce6a4 · inbound

PRA-RAG: Provably Robust Aggregation in Retrieval-Augmented Generation against Retrieval Corruption cites this paper.

PRA-RAG: Provably Robust Aggregation in Retrieval-Augmented Generation against Retrieval Corruption A Primer on the Inner Workings of Transformer-based Language Models

Reference 65

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T23:47:27.188119Z

Source-reported events for the cited work

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Observation b8170ba8-a3cf-4660-ae68-63ce9d7b66b4 · inbound

Weight-Adjusted Gradients Reveal Parameter Importance and Failure Modes in LLMs cites this paper.

Weight-Adjusted Gradients Reveal Parameter Importance and Failure Modes in LLMs A Primer on the Inner Workings of Transformer-based Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-14T09:09:29.470093Z

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Observation 497a975c-171a-4512-a7e8-a9c3b82eb8c6 · inbound

On the use of foundation models in cognitive science cites this paper.

On the use of foundation models in cognitive science A Primer on the Inner Workings of Transformer-based Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T04:16:34.075212Z

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