Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T16:59:58.529650Z
Paper Citation Record · LEDGER
Does Representation Matter? Exploring Intermediate Layers in Large Language Models
As of 15 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 19 inbound Pith citation observations for arXiv:2412.09563.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-10T22:11:10.610050Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
Reference resolution
46 of 46 outbound references displayed
- verified exact0
- verified fuzzy39
- unresolved7
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
3
pith, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation b8647aa1-f217-46f2-9d37-6d222eb829f6 · outbound
This paper cites - ReQ : Assessing representation quality in self-supervised learning by measuring eigenspectrum decay.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models - ReQ : Assessing representation quality in self-supervised learning by measuring eigenspectrum decay
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:59.451868Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0fcb49b4-e382-4e75-a633-857e7e568ca5 · outbound
This paper cites Understanding intermediate layers using linear classifier probes.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Understanding intermediate layers using linear classifier probes
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:59.431444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5de5f0c6-8735-4478-9118-d4f209dbd2a2 · outbound
This paper cites Information theory with kernel methods.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Information theory with kernel methods
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:59.412492Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 403b2822-ad4b-438a-9949-9ea4598aa1b4 · outbound
This paper cites LLM2Vec : Large language models are secretly powerful text encoders.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models LLM2Vec : Large language models are secretly powerful text encoders
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:59.389633Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e20e718f-735d-4f82-8d05-6e0b13d55ccc · outbound
This paper cites Reverse engineering self-supervised learning.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Reverse engineering self-supervised learning
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:59.368933Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation da585faa-585f-45f4-a9f6-f6283b5cd518 · outbound
This paper cites Pythia: A suite for analyzing large language models across training and scaling.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Pythia: A suite for analyzing large language models across training and scaling
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:59.350609Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ee0cd27c-bc51-4a34-95cf-4a0efa005ae6 · outbound
This paper cites Von neumann entropy from unitarity.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Von neumann entropy from unitarity
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:59.330440Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 252af3a0-32fe-496d-b770-159dc1611fea · outbound
This paper cites Guillotine regularization: Why removing layers is needed to improve generalization in self-supervised learning.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Guillotine regularization: Why removing layers is needed to improve generalization in self-supervised learning
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:59.312889Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 84cd2541-21cf-4877-819b-789c6a31dbaf · outbound
This paper cites Discovering latent knowledge in language models without supervision.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Discovering latent knowledge in language models without supervision
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:59.295565Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bec19c3a-62fa-41eb-8a27-fb611418551f · outbound
This paper cites A simple framework for contrastive learning of visual representations.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models A simple framework for contrastive learning of visual representations
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T16:59:58.299763Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0475d2d5-f1e4-4667-b804-ef5fc3e69b1a · outbound
This paper cites Improved baselines with momentum contrastive learning.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Improved baselines with momentum contrastive learning
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:59.261257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8751f97a-40df-4d1c-bb67-55b8092892e7 · outbound
This paper cites Not all layers of llms are necessary during inference.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Not all layers of llms are necessary during inference
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:59.243854Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9137c9ab-16a5-4ad0-8fc0-2318a4009424 · outbound
This paper cites The pile: An 800gb dataset of diverse text for language modeling.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models The pile: An 800gb dataset of diverse text for language modeling
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:59.225071Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f25b1098-4151-4421-9646-d882a7ae7536 · outbound
This paper cites RankMe : Assessing the downstream performance of pretrained self-supervised representations by their rank.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models RankMe : Assessing the downstream performance of pretrained self-supervised representations by their rank
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:59.205665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e37ec127-b3da-4dca-8dca-4124251a9bef · outbound
This paper cites Measures of entropy from data using infinitely divisible kernels.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Measures of entropy from data using infinitely divisible kernels
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:59.187233Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3c457f0d-e4d1-42d6-bb0d-f6a21456931a · outbound
This paper cites Mamba: Linear-time sequence modeling with selective state spaces.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Mamba: Linear-time sequence modeling with selective state spaces
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:59.168131Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c3b5ace5-8ea3-4a3c-b5c8-264fd6de3c34 · outbound
This paper cites Language models represent space and time.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Language models represent space and time
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:59.148653Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 10a0d534-96ed-42d1-9636-3051ec5b8664 · outbound
This paper cites The dip test of unimodality.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models The dip test of unimodality
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:59.129052Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2ce3976b-12b1-405c-9125-e4edb620bd2e · outbound
This paper cites Measuring massive multitask language understanding.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Measuring massive multitask language understanding
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T16:59:58.357033Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6604718-053a-4efb-b0cf-b604d790d1eb · outbound
This paper cites Large language models implicitly learn to straighten neural sentence trajectories to construct a predictive representation of natural language.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Large language models implicitly learn to straighten neural sentence trajectories to construct a predictive representation of natural language
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:59.093063Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2978b2ec-0cbd-40f8-976c-057eaf0fdfa4 · outbound
This paper cites Exploring concept depth: How large language models acquire knowledge at different layers? arXiv, 2024.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Exploring concept depth: How large language models acquire knowledge at different layers? arXiv, 2024
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:59.072428Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f4da9fec-29ac-4656-b673-c6968ee5bce4 · outbound
This paper cites The remarkable robustness of llms: Stages of inference? arXiv, 2024.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models The remarkable robustness of llms: Stages of inference? arXiv, 2024
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:59.052280Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation dc689ede-0c1f-4f62-9851-250d60321b01 · outbound
This paper cites Linguistic knowledge and transferability of contextual representations.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Linguistic knowledge and transferability of contextual representations
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:59.030438Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2587c43a-bffc-46e4-bc8e-40d2bb1979a4 · outbound
This paper cites Bm25s: Orders of magnitude faster lexical search via eager sparse scoring, 2024.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Bm25s: Orders of magnitude faster lexical search via eager sparse scoring, 2024
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:59.008977Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4c13fe07-e520-480d-9121-77eaad4163b7 · outbound
This paper cites Nlp augmentation.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Nlp augmentation
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T16:59:58.396374Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ee87086-ec0d-4961-b1a3-d9af39d1390a · outbound
This paper cites Eliciting latent knowledge from quirky language models.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Eliciting latent knowledge from quirky language models
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:58.968684Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation def7d528-8650-450a-988e-2c439e16eb77 · outbound
This paper cites Emergence of separable manifolds in deep language representations.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Emergence of separable manifolds in deep language representations
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:58.947593Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 776250be-3cd4-4715-a6bb-a346bb3b7e83 · outbound
This paper cites Pointer sentinel mixture models.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Pointer sentinel mixture models
Reference 28
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dafe7464-c6e8-4be7-8219-061c111b0b56 · outbound
This paper cites MTEB : Massive text embedding benchmark.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models MTEB : Massive text embedding benchmark
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:58.915973Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6a63692e-533e-470e-9142-9381aa6d4aac · outbound
This paper cites Representation learning with contrastive predictive coding.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Representation learning with contrastive predictive coding
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:58.899432Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b15f9091-dfcc-45a1-8792-fa47dfef9f6c · outbound
This paper cites The linear representation hypothesis and the geometry of large language models.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models The linear representation hypothesis and the geometry of large language models
Reference 31
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c5a641c-02f6-4511-8633-d95cac1e7548 · outbound
This paper cites SVCCA : Singular vector canonical correlation analysis for deep learning dynamics and interpretability.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models SVCCA : Singular vector canonical correlation analysis for deep learning dynamics and interpretability
Reference 32
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 79b14e42-5124-419a-968e-3114576dd1bf · outbound
This paper cites On measures of entropy and information.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models On measures of entropy and information
Reference 33
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ae3a0da4-4863-453b-a533-92275db7860f · outbound
This paper cites Learning with kernels: support vector machines, regularization, optimization, and beyond.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Learning with kernels: support vector machines, regularization, optimization, and beyond
Reference 34
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41e8e436-f8ac-4c0d-bcdc-6bd843e484dd · outbound
This paper cites Information flow in deep neural networks.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Information flow in deep neural networks
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:58.804592Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 02c0c162-acfe-4451-8762-ff7390af7e5c · outbound
This paper cites To compress or not to compress—self-supervised learning and information theory: A review.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models To compress or not to compress—self-supervised learning and information theory: A review
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:58.783971Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3f88e32a-defe-466b-9dd6-c16ad326b499 · outbound
This paper cites Opening the black box of deep neural networks via information.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Opening the black box of deep neural networks via information
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:58.760557Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 57eefbb0-a783-4e84-b6ee-1bb622acd7dc · outbound
This paper cites An information theory perspective on variance-invariance-covariance regularization.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models An information theory perspective on variance-invariance-covariance regularization
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:58.741017Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 348dd29d-84f1-486d-bcdc-a0cc1c2a0206 · outbound
This paper cites DiME : Maximizing mutual information by a difference of matrix-based entropies.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models DiME : Maximizing mutual information by a difference of matrix-based entropies
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:58.724194Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d7ebeb4c-b577-4205-9341-f1d8853a1e02 · outbound
This paper cites FroSSL : Frobenius norm minimization for self-supervised learning.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models FroSSL : Frobenius norm minimization for self-supervised learning
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:58.703237Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ae13b451-82a5-4cf8-bf56-4ca31b96eeb6 · outbound
This paper cites LiDAR : Sensing linear probing performance in joint embedding ssl architectures.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models LiDAR : Sensing linear probing performance in joint embedding ssl architectures
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:58.681102Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e95cfbbb-56f9-4b33-ac31-3340c17a7f91 · outbound
This paper cites Attention is all you need.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Attention is all you need
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:58.662687Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8960f90a-2d51-4115-bf7e-2a277083e56e · outbound
This paper cites Ai medical chatbot dataset, 2024.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Ai medical chatbot dataset, 2024
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:58.642774Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9dec3861-1cbc-40b0-810e-51971eab37d2 · outbound
This paper cites Large language model evaluation via matrix entropy.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Large language model evaluation via matrix entropy
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:58.623690Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation dea4c476-7c63-4585-a548-76eadfb7caaf · outbound
This paper cites Understanding neural networks with logarithm determinant entropy estimator.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Understanding neural networks with logarithm determinant entropy estimator
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:59:58.603144Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 968f44f2-133b-4cc5-b88e-ce9a95b62156 · outbound
This paper cites write newline.
Does Representation Matter? Exploring Intermediate Layers in Large Language Models write newline
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T16:59:58.529650Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 38741e9c-cc6e-40cf-ba4d-b36f15a7284d · inbound
GeAR: Generation Augmented Retrieval cites this paper.
GeAR: Generation Augmented Retrieval Does Representation Matter? Exploring Intermediate Layers in Large Language Models
Reference 43
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7266d44-4367-4cd9-a15a-43d57ceda7f9 · inbound
ARWKV: Pretrain is not what we need, an RNN-Attention-Based Language Model Born from Transformer cites this paper.
ARWKV: Pretrain is not what we need, an RNN-Attention-Based Language Model Born from Transformer Does Representation Matter? Exploring Intermediate Layers in Large Language Models
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:12:09.311351Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d77eb05-aa9f-4983-84ec-cfa0e317add9 · inbound
Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach cites this paper.
Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach Does Representation Matter? Exploring Intermediate Layers in Large Language Models
Reference 143
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T15:39:41.221886Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7dabb801-295a-4f10-89af-fd05c45770ad · inbound
Advancing LLM Safe Alignment with Safety Representation Ranking cites this paper.
Advancing LLM Safe Alignment with Safety Representation Ranking Does Representation Matter? Exploring Intermediate Layers in Large Language Models
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:15:18.301774Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2feb8d8-cc01-4e7a-a99c-877556bd1d68 · inbound
BiggerGait: Unlocking Gait Recognition with Layer-wise Representations from Large Vision Models cites this paper.
BiggerGait: Unlocking Gait Recognition with Layer-wise Representations from Large Vision Models Does Representation Matter? Exploring Intermediate Layers in Large Language Models
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:40:51.932947Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aedf8f49-539e-4d43-af3f-bac88ca07f90 · inbound
Do BERT-Like Bidirectional Models Still Perform Better on Text Classification in the Era of LLMs? cites this paper.
Do BERT-Like Bidirectional Models Still Perform Better on Text Classification in the Era of LLMs? Does Representation Matter? Exploring Intermediate Layers in Large Language Models
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:50:10.866679Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38a3f17b-1e7b-4750-8d14-2786b2ee0665 · inbound
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models cites this paper.
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models Does Representation Matter? Exploring Intermediate Layers in Large Language Models
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:11:26.356859Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff316dfd-fd58-432e-9605-7b1e0d75d9ae · inbound
ReGA: Model-Based Safeguard for LLMs via Representation-Guided Abstraction cites this paper.
ReGA: Model-Based Safeguard for LLMs via Representation-Guided Abstraction Does Representation Matter? Exploring Intermediate Layers in Large Language Models
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T11:37:15.991021Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1916055a-3fc4-41a4-baa6-59cd3dbda793 · inbound
A Survey on Latent Reasoning cites this paper.
A Survey on Latent Reasoning Does Representation Matter? Exploring Intermediate Layers in Large Language Models
Reference 95
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:14:30.944067Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 373880ed-9c1a-4766-85ec-f8f70bcf066e · inbound
Large Language Models Show Signs of Alignment with Human Neurocognition During Abstract Reasoning cites this paper.
Large Language Models Show Signs of Alignment with Human Neurocognition During Abstract Reasoning Does Representation Matter? Exploring Intermediate Layers in Large Language Models
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:10:35.662275Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef612357-ad60-4f53-8d6f-859b207a5135 · inbound
RACC: Representation-Aware Coverage Criteria for LLM Safety Testing cites this paper.
RACC: Representation-Aware Coverage Criteria for LLM Safety Testing Does Representation Matter? Exploring Intermediate Layers in Large Language Models
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T08:17:36.670300Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6565c4b6-7872-47dd-b75f-610c35b78769 · inbound
Language-Pretraining-Induced Bias: A Strong Foundation for General Vision Tasks cites this paper.
Language-Pretraining-Induced Bias: A Strong Foundation for General Vision Tasks Does Representation Matter? Exploring Intermediate Layers in Large Language Models
Reference 47
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T21:08:17.595243Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 25463d7c-8fc2-4e78-9dbb-692e3a575feb · inbound
Towards Understanding the Robustness of Sparse Autoencoders cites this paper.
Towards Understanding the Robustness of Sparse Autoencoders Does Representation Matter? Exploring Intermediate Layers in Large Language Models
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T05:46:10.239416Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 839fe2ab-6414-47f0-8007-1fd57429caab · inbound
Geometry of Human Perceptual Domains Emerges Transiently in LLM Representations cites this paper.
Geometry of Human Perceptual Domains Emerges Transiently in LLM Representations Does Representation Matter? Exploring Intermediate Layers in Large Language Models
Reference 13
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-29T12:33:24.311509Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7724db8c-cf5b-404d-9bfc-f207366167ab · inbound
Decomposing how prompting steers behavior cites this paper.
Decomposing how prompting steers behavior Does Representation Matter? Exploring Intermediate Layers in Large Language Models
Reference 42
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-02T02:46:28.660348Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b8fcbd11-3213-425d-9e49-60b9082053de · inbound
LLM Self-Recognition: Steering and Retrieving Activation Signatures cites this paper.
LLM Self-Recognition: Steering and Retrieving Activation Signatures Does Representation Matter? Exploring Intermediate Layers in Large Language Models
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-06-28T01:41:29.175499Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 825188cc-1c04-45fb-9310-a17128143aaf · inbound
GraphLoRA: Structure-Aware Low-Rank Adaptation for Large Language Model Recommendation cites this paper.
GraphLoRA: Structure-Aware Low-Rank Adaptation for Large Language Model Recommendation Does Representation Matter? Exploring Intermediate Layers in Large Language Models
Reference 27
- Resolution
- verified exact
- local_arxiv, observed 2026-07-05T15:21:13.051880Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e6b5d999-8399-4126-979c-e4dd040d418c · inbound
Gradient Smoothing: Coupling Layer-wise Updates for Improved Optimization cites this paper.
Gradient Smoothing: Coupling Layer-wise Updates for Improved Optimization Does Representation Matter? Exploring Intermediate Layers in Large Language Models
Reference 29
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T09:25:41.201619Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 07f14b3a-ccfe-4960-944e-2202ba08d69a · inbound
Prompt Compression via Activation Aggregation cites this paper.
Prompt Compression via Activation Aggregation Does Representation Matter? Exploring Intermediate Layers in Large Language Models
Reference 30
- Resolution
- verified exact
- local_arxiv, observed 2026-07-10T08:06:57.505320Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.