Paper Citation Record · LEDGER

Improved Representation Steering for Language Models

As of 13 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 7 inbound Pith citation observations for arXiv:2505.20809.

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

pith.paper-citation-record.v1
2505.20809 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:51:34.287635Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T13:56:50.448698Z

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

58 of 58 outbound references displayed

verified exact1
verified fuzzy12
unresolved45
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 5a62e5b2-3f4c-4ed2-83d2-7136cdc7792c · outbound

This paper cites Bowman, Ethan Perez, Roger Baker Grosse, and David Duvenaud.

Improved Representation Steering for Language Models Bowman, Ethan Perez, Roger Baker Grosse, and David Duvenaud

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:51:37.757568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ae0f7ad4-cc3a-4472-b6eb-cd936ef804b7 · outbound

This paper cites A Practical Method for Generating String Counterfactuals.

Improved Representation Steering for Language Models A Practical Method for Generating String Counterfactuals

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:51:35.278390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5f304770-0af0-47d7-9498-cf6f4cc37713 · outbound

This paper cites Comparing bad apples to good oranges: Aligning large language models via joint preference optimization.

Improved Representation Steering for Language Models Comparing bad apples to good oranges: Aligning large language models via joint preference optimization

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:51:37.509250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 08b24cfc-1d9b-410a-b678-59098997a30a · outbound

This paper cites LEACE: Perfect linear concept erasure in closed form.

Improved Representation Steering for Language Models LEACE: Perfect linear concept erasure in closed form

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:27.766075Z

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Observation aa41b212-c6e8-499a-a0e2-8567ba378498 · outbound

This paper cites B it F it: Simple parameter-efficient fine-tuning for transformer-based masked language-models.

Improved Representation Steering for Language Models B it F it: Simple parameter-efficient fine-tuning for transformer-based masked language-models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:27.883129Z

Source-reported events for the cited work

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Observation 3116ee12-6fa9-46db-97a0-109b4eae495f · outbound

This paper cites Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization.

Improved Representation Steering for Language Models Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:28.046485Z

Source-reported events for the cited work

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Observation d7e33eb9-ae13-4d9e-abf5-7371e8ae0dae · outbound

This paper cites Efficient Prompting Methods for Large Language Models: A Survey.

Improved Representation Steering for Language Models Efficient Prompting Methods for Large Language Models: A Survey

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:28.142183Z

Source-reported events for the cited work

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Observation 4f091184-77ef-4f54-8d76-a2853f291c24 · outbound

This paper cites Jailbreaking Black Box Large Language Models in Twenty Queries.

Improved Representation Steering for Language Models Jailbreaking Black Box Large Language Models in Twenty Queries

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:28.280501Z

Source-reported events for the cited work

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Observation e0f24e44-91ec-494a-9a25-15c7effef494 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Improved Representation Steering for Language Models Training Verifiers to Solve Math Word Problems

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:28.402589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a62a3b4-3bdb-40c1-971e-b053fb8f790f · outbound

This paper cites Free dolly: Introducing the world's first truly open instruction-tuned llm, 2023.

Improved Representation Steering for Language Models Free dolly: Introducing the world's first truly open instruction-tuned llm, 2023

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:28.519278Z

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Observation be261199-e609-4d77-af44-e4806f4c0cb6 · outbound

This paper cites an unresolved cited work.

Improved Representation Steering for Language Models Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:51:37.356454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 062f9eed-bfd7-457b-86ee-ea9334d38ca6 · outbound

This paper cites L earn-to- S hare: A hardware-friendly transfer learning framework exploiting computation and parameter sharing.

Improved Representation Steering for Language Models L earn-to- S hare: A hardware-friendly transfer learning framework exploiting computation and parameter sharing

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:51:37.173648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a2adedf3-f90a-4c42-9855-56f227417e75 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

Improved Representation Steering for Language Models Gemma: Open Models Based on Gemini Research and Technology

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:28.884418Z

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Observation 0ebd9e5e-349c-445f-83dd-70af8610327e · outbound

This paper cites Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey.

Improved Representation Steering for Language Models Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:29.020741Z

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Observation 81bd9f98-2cd7-48ce-9acb-a990c1f0c14b · outbound

This paper cites Understanding and minimising outlier features in Transformer training.

Improved Representation Steering for Language Models Understanding and minimising outlier features in Transformer training

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:51:37.011547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ab92520c-962e-4c29-bbe8-9f9fd5c55119 · outbound

This paper cites Towards a Unified View of Parameter-Efficient Transfer Learning.

Improved Representation Steering for Language Models Towards a Unified View of Parameter-Efficient Transfer Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:29.256225Z

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Observation eca7f9a5-e849-4839-a3fc-e44e8026eaeb · outbound

This paper cites Parameter-Efficient Transfer Learning for NLP.

Improved Representation Steering for Language Models Parameter-Efficient Transfer Learning for NLP

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:29.384491Z

Source-reported events for the cited work

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Observation 85e92ba9-4ab6-45e8-8bdb-c9e45ba00af4 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Improved Representation Steering for Language Models LoRA: Low-Rank Adaptation of Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:29.532182Z

Source-reported events for the cited work

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Observation f0ba0c51-8c3f-4f9d-bd4a-bfa6152eec88 · outbound

This paper cites DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines.

Improved Representation Steering for Language Models DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:29.671470Z

Source-reported events for the cited work

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Observation 45102ba9-d29a-459b-83b1-7c772b173acf · outbound

This paper cites LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design.

Improved Representation Steering for Language Models LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:29.805453Z

Source-reported events for the cited work

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Observation f7baa99e-6c27-4ad8-b091-8ce271582ea6 · outbound

This paper cites The Power of Scale for Parameter-Efficient Prompt Tuning.

Improved Representation Steering for Language Models The Power of Scale for Parameter-Efficient Prompt Tuning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:29.937614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a040b8e7-138b-476e-9f40-8cec9a003936 · outbound

This paper cites Inference-Time Intervention: Eliciting Truthful Answers from a Language Model.

Improved Representation Steering for Language Models Inference-Time Intervention: Eliciting Truthful Answers from a Language Model

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:30.034450Z

Source-reported events for the cited work

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Observation f4b82198-9b33-4cf1-a36f-bd9db8f48b73 · outbound

This paper cites Predicting vs. Acting: A Trade-off Between World Modeling & Agent Modeling.

Improved Representation Steering for Language Models Predicting vs. Acting: A Trade-off Between World Modeling & Agent Modeling

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:30.172115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40fe7018-00db-4a51-b04d-e499630d74b1 · outbound

This paper cites Prefix-Tuning: Optimizing Continuous Prompts for Generation.

Improved Representation Steering for Language Models Prefix-Tuning: Optimizing Continuous Prompts for Generation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:30.283897Z

Source-reported events for the cited work

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Observation 7111f309-f56c-4ba1-87f8-00dfacea7d3d · outbound

This paper cites Hashimoto.

Improved Representation Steering for Language Models Hashimoto

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:30.419313Z

Source-reported events for the cited work

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Observation 13348acd-44ee-4db0-94e9-24d1cfb78f51 · outbound

This paper cites In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering.

Improved Representation Steering for Language Models In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:30.523157Z

Source-reported events for the cited work

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Observation 15d07ed5-68d4-48fb-aa16-0616906645f8 · outbound

This paper cites DoRA: Weight-Decomposed Low-Rank Adaptation.

Improved Representation Steering for Language Models DoRA: Weight-Decomposed Low-Rank Adaptation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:30.658732Z

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Observation 37142146-adca-407a-ba3c-8ef3a2f95107 · outbound

This paper cites The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets.

Improved Representation Steering for Language Models The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:30.773603Z

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Observation 83135dab-87ed-40d9-ab41-8082ed5c4dbc · outbound

This paper cites SimPO: Simple Preference Optimization with a Reference-Free Reward.

Improved Representation Steering for Language Models SimPO: Simple Preference Optimization with a Reference-Free Reward

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:30.846708Z

Source-reported events for the cited work

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Observation 51d3b474-35fc-4f9b-9028-fd6b2330b64e · outbound

This paper cites Interpreting GPT : The logit lens.

Improved Representation Steering for Language Models Interpreting GPT : The logit lens

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:51:36.854001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bcaa0cc7-742a-4480-8725-d4d226cacc5a · outbound

This paper cites Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs.

Improved Representation Steering for Language Models Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:30.997743Z

Source-reported events for the cited work

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Observation a37a7295-7bf2-4ed9-ac6c-5fee920f2aaa · outbound

This paper cites The Linear Representation Hypothesis and the Geometry of Large Language Models.

Improved Representation Steering for Language Models The Linear Representation Hypothesis and the Geometry of Large Language Models

Reference 32

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Source-reported events for the cited work

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Observation 46dbe10f-3320-4d24-b24c-0843437fddcd · outbound

This paper cites Direct Preference Optimization: Your Language Model is Secretly a Reward Model.

Improved Representation Steering for Language Models Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:31.125560Z

Source-reported events for the cited work

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Observation 05a59e27-a231-4840-b0c5-e713e70cddee · outbound

This paper cites Linear Adversarial Concept Erasure.

Improved Representation Steering for Language Models Linear Adversarial Concept Erasure

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:31.209159Z

Source-reported events for the cited work

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Observation 6410f9b9-b2ca-4552-bda9-752817345f3c · outbound

This paper cites Steering Llama 2 via Contrastive Activation Addition.

Improved Representation Steering for Language Models Steering Llama 2 via Contrastive Activation Addition

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:31.313198Z

Source-reported events for the cited work

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Observation 772b1ff9-923e-4bc6-97ef-137ca9f32547 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Improved Representation Steering for Language Models Proximal Policy Optimization Algorithms

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:31.390790Z

Source-reported events for the cited work

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Observation c0f56366-46b5-49c3-818a-bdbab4820874 · outbound

This paper cites Slora: Scalable serving of thousands of lora adapters.

Improved Representation Steering for Language Models Slora: Scalable serving of thousands of lora adapters

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:51:36.673034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d18869ff-4106-4176-9e38-74c91a57d243 · outbound

This paper cites Representation Surgery: Theory and Practice of Affine Steering.

Improved Representation Steering for Language Models Representation Surgery: Theory and Practice of Affine Steering

Reference 38

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Observation 1f35f1e4-2447-4a26-bde2-41621eebe10a · outbound

This paper cites Extracting Latent Steering Vectors from Pretrained Language Models.

Improved Representation Steering for Language Models Extracting Latent Steering Vectors from Pretrained Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:31.709484Z

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Observation 41e3a519-2743-4fb8-9775-2c491420c7e6 · outbound

This paper cites Gemma 3 Technical Report.

Improved Representation Steering for Language Models Gemma 3 Technical Report

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:31.851524Z

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Observation aa0ca1b7-ad63-4611-92e7-6ccb77ad6948 · outbound

This paper cites Daniel Freeman, Theodore R.

Improved Representation Steering for Language Models Daniel Freeman, Theodore R

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:51:36.504178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c7517e6c-05a8-426d-b48b-4fc500dec4ca · outbound

This paper cites Steering Language Models With Activation Engineering.

Improved Representation Steering for Language Models Steering Language Models With Activation Engineering

Reference 42

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Observation f0799785-f431-4003-9b6b-0e1909b6a5d7 · outbound

This paper cites Steering gemini using BiPO vectors.

Improved Representation Steering for Language Models Steering gemini using BiPO vectors

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:51:36.321985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6f6fc24f-1f47-4d6a-bc27-6681e88fdcf3 · outbound

This paper cites Understanding and controlling a maze-solving policy network.

Improved Representation Steering for Language Models Understanding and controlling a maze-solving policy network

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:51:36.241221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1757c84d-87db-4395-a5a5-27fc1efb638a · outbound

This paper cites DyLoRA: Parameter Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation.

Improved Representation Steering for Language Models DyLoRA: Parameter Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:32.636087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90328a18-47e1-429c-9010-6bbb5cd08e8b · outbound

This paper cites Extending Activation Steering to Broad Skills and Multiple Behaviours.

Improved Representation Steering for Language Models Extending Activation Steering to Broad Skills and Multiple Behaviours

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:32.766155Z

Source-reported events for the cited work

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Observation c9f47152-b914-4493-972d-dab9b8c19cf0 · outbound

This paper cites Attention is all you need.

Improved Representation Steering for Language Models Attention is all you need

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:51:36.203312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2cc57b4d-6abb-4f0b-98b0-734793afab5c · outbound

This paper cites repeng, 2024.

Improved Representation Steering for Language Models repeng, 2024

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:51:35.944310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7990c06a-efa4-4d54-95b0-227bd7fd8f16 · outbound

This paper cites AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning.

Improved Representation Steering for Language Models AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:33.164981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6988739-40c6-4add-89dd-0b2fe6ce3f83 · outbound

This paper cites Orthogonal negation in vector spaces for modelling word-meanings and document retrieval.

Improved Representation Steering for Language Models Orthogonal negation in vector spaces for modelling word-meanings and document retrieval

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:51:35.615257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b6492f5f-0acb-4fb3-8926-87e8a136e00f · outbound

This paper cites ReFT: Representation Finetuning for Language Models.

Improved Representation Steering for Language Models ReFT: Representation Finetuning for Language Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:33.386643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bbd5b28-16ef-422c-85fd-6ec1fde77f96 · outbound

This paper cites AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders.

Improved Representation Steering for Language Models AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:33.503653Z

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Observation f93f2473-2f5b-411b-8c8a-9d04c0715e2d · outbound

This paper cites Composing Parameter-Efficient Modules with Arithmetic Operations.

Improved Representation Steering for Language Models Composing Parameter-Efficient Modules with Arithmetic Operations

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:33.662041Z

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Observation 954511ad-e108-4f63-ad74-7e3fac27b012 · outbound

This paper cites AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning.

Improved Representation Steering for Language Models AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:33.779422Z

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Observation 7e36d3e4-ab68-4dec-b32e-e684e1974427 · outbound

This paper cites AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning.

Improved Representation Steering for Language Models AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:33.904931Z

Source-reported events for the cited work

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Observation fb1522d2-d229-43ef-bbd1-a2a0d30523a8 · outbound

This paper cites LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report.

Improved Representation Steering for Language Models LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:34.066196Z

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Observation 759d367a-03b2-4e16-ad45-ba905d1a315a · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

Improved Representation Steering for Language Models Instruction-Following Evaluation for Large Language Models

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:34.174104Z

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Observation 79ae279f-7795-44cf-9433-03c3ed5a7d7e · outbound

This paper cites Representation Engineering: A Top-Down Approach to AI Transparency.

Improved Representation Steering for Language Models Representation Engineering: A Top-Down Approach to AI Transparency

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:34.287635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation bd45fd71-d66b-4ecb-8bea-ce11dc8a86a5 · inbound

MoCo: A One-Stop Shop for Model Collaboration Research cites this paper.

MoCo: A One-Stop Shop for Model Collaboration Research Improved Representation Steering for Language Models

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:17:43.684248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 49a0fd29-985e-4544-b5dd-a715694b40c1 · inbound

Memory Inception: Latent-Space KV Cache Manipulation for Steering LLMs cites this paper.

Memory Inception: Latent-Space KV Cache Manipulation for Steering LLMs Improved Representation Steering for Language Models

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-08T21:29:13.695411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 410c25b1-25b5-43c9-893e-def92cb8585e · inbound

Memory Inception: Latent-Space KV Cache Manipulation for Steering LLMs cites this paper.

Memory Inception: Latent-Space KV Cache Manipulation for Steering LLMs Improved Representation Steering for Language Models

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-12T02:01:14.507431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 31377256-b0a5-4b47-8f5a-00aa14633ff3 · inbound

When Is Rank-1 Steering Cheap? Geometry, Granularity, and Budgeted Search cites this paper.

When Is Rank-1 Steering Cheap? Geometry, Granularity, and Budgeted Search Improved Representation Steering for Language Models

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-20T22:39:10.687035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e941edfa-db16-490b-956b-2b7fe77ee277 · inbound

When Is Rank-1 Steering Cheap? Geometry, Granularity, and Budgeted Search cites this paper.

When Is Rank-1 Steering Cheap? Geometry, Granularity, and Budgeted Search Improved Representation Steering for Language Models

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-22T10:01:23.531409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d364a528-70a2-4e3e-81ba-1f99e2c295e6 · inbound

Decomposing how prompting steers behavior cites this paper.

Decomposing how prompting steers behavior Improved Representation Steering for Language Models

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T02:46:28.562016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 12101ac5-445d-4b66-9e02-b331805b84b1 · inbound

Probabilistic Concept-Aware Steering for Trustworthy LLM Inference cites this paper.

Probabilistic Concept-Aware Steering for Trustworthy LLM Inference Improved Representation Steering for Language Models

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-02T13:56:50.448698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.