Paper Citation Record · LEDGER

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors

As of 9 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 1 inbound Pith citation observation for arXiv:2507.22367.

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

pith.paper-citation-record.v1
2507.22367 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:50:26.454052Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T16:59:25.825681Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T17:04:57.563971Z

Reference resolution

50 of 50 outbound references displayed

verified exact1
verified fuzzy1
unresolved46
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7f50b33a-040e-49a2-a084-f21d24f08c10 · outbound

This paper cites an unresolved cited work.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:28.322285Z

Source-reported events for the cited work

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Observation 67e5bf6e-7d97-4b6f-80c1-317a49b4a3b9 · outbound

This paper cites an unresolved cited work.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:28.289950Z

Source-reported events for the cited work

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Observation 48afd81f-81a8-4bad-a64e-dfd9d17600d2 · outbound

This paper cites MDPE: A Multimodal Deception Dataset with Personality and Emotional Characteristics.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors MDPE: A Multimodal Deception Dataset with Personality and Emotional Characteristics

Reference 3

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Source-reported events for the cited work

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Observation 8f7dbab2-83a2-4ae9-a341-e016c9ff6f41 · outbound

This paper cites an unresolved cited work.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:28.265185Z

Source-reported events for the cited work

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Observation d0f0e45d-2eab-4f8a-b301-c572861a67bb · outbound

This paper cites Beyond Benchmarks: Evaluating Embedding Model Similarity for Retrieval Augmented Generation Systems.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Beyond Benchmarks: Evaluating Embedding Model Similarity for Retrieval Augmented Generation Systems

Reference 5

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Source-reported events for the cited work

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Observation 729563c2-6261-4ab8-b9a8-7512d0f7968b · outbound

This paper cites an unresolved cited work.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:28.242826Z

Source-reported events for the cited work

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Observation a5f47d2f-0a8f-46b1-ae7f-8d1b84c4ad46 · outbound

This paper cites an unresolved cited work.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:28.216537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 11cce5ad-9b22-461d-a440-f8daa08bc808 · outbound

This paper cites an unresolved cited work.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Unresolved cited work

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f66ce96-d258-4260-8af5-e52e908e01e2 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T11:50:23.419535Z

Source-reported events for the cited work

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Observation b5d58aeb-0a49-40d8-894a-8e8f6005eab0 · outbound

This paper cites an unresolved cited work.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:28.160971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 40236bce-30f8-4fca-9627-ada6320dcd12 · outbound

This paper cites an unresolved cited work.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Unresolved cited work

Reference 11

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Source-reported events for the cited work

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Observation 0034f835-fd09-479a-9928-36dbc9995bf2 · outbound

This paper cites an unresolved cited work.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:28.133694Z

Source-reported events for the cited work

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Observation c2199cbe-5a03-4a25-8bbe-2692e5169b17 · outbound

This paper cites an unresolved cited work.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Unresolved cited work

Reference 13

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This paper cites an unresolved cited work.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Unresolved cited work

Reference 14

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Source-reported events for the cited work

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Observation 8c99cf0d-f6be-4e99-b51c-1297d5618bef · outbound

This paper cites van Gerven, and Rob van Lier.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors van Gerven, and Rob van Lier

Reference 15

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This paper cites an unresolved cited work.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Unresolved cited work

Reference 16

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Observation bd99a1a1-7f57-4628-b201-c1ab35b64f45 · outbound

This paper cites DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing

Reference 17

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Source-reported events for the cited work

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Observation e9ce986e-531a-41d4-826c-519e285b315c · outbound

This paper cites an unresolved cited work.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:28.025133Z

Source-reported events for the cited work

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Observation 3b1e126f-bd90-4919-b891-2f8de4692c83 · outbound

This paper cites Mistral 7B.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Mistral 7B

Reference 19

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Source-reported events for the cited work

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Observation 92d5bbcb-4707-450a-8710-a0ec0ef9b185 · outbound

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Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Unresolved cited work

Reference 20

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This paper cites an unresolved cited work.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Unresolved cited work

Reference 21

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Observation d1097c24-d307-47a6-bad0-50b9a4333fb8 · outbound

This paper cites an unresolved cited work.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Unresolved cited work

Reference 22

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Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

Reference 23

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Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Unresolved cited work

Reference 24

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Observation 511151cc-17e8-42d0-98ee-d38b013c9bba · outbound

This paper cites an unresolved cited work.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:27.879348Z

Source-reported events for the cited work

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Observation e2b8d031-6925-445f-8e63-2845a80edf02 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 26

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Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Unresolved cited work

Reference 27

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Observation 5b94746e-e015-4dc3-a4cb-97369fb768ca · outbound

This paper cites an unresolved cited work.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Unresolved cited work

Reference 28

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Observation 301254d5-bccf-44a0-9c29-c9adc82369e6 · outbound

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Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation

Reference 29

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Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Unresolved cited work

Reference 30

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Observation 8e74e8f9-e7b5-4843-ad48-309a3bf67b70 · outbound

This paper cites an unresolved cited work.

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Reference 31

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Observation 76e3ba37-8ed9-49cd-a777-358bb744a84a · outbound

This paper cites an unresolved cited work.

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Observation 771e6c16-cc21-456d-863e-31840a5b31ea · outbound

This paper cites an unresolved cited work.

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Reference 38

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Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors LXMERT: Learning Cross-Modality Encoder Representations from Transformers

Reference 40

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Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:27.498112Z

Source-reported events for the cited work

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Observation 569d7897-8a6e-4cd9-b025-66a687507e43 · outbound

This paper cites SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Reference 42

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Observation 24c4413f-a185-405d-8767-8289a98831f7 · outbound

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Source-reported events for the cited work

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Reference 44

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Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors Improving Text Embeddings with Large Language Models

Reference 45

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Reference 46

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Reference 47

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Reference 48

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Source-reported events for the cited work

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Observation 99795cc3-34f1-41da-8983-2ce464f1ecd3 · outbound

This paper cites In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision

Reference 2021

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Observation 88eb445e-d697-44d8-89a6-126007d51444 · outbound

This paper cites In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 2022

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Source-reported events for the cited work

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Pith citing papers

Observation 2e7fa181-549f-48b6-9004-37a86443bed6 · inbound

A Survey of Large Language Models for Perception and Measurement of Human Psychology cites this paper.

A Survey of Large Language Models for Perception and Measurement of Human Psychology Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors

Reference 135

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.