Paper Citation Record · LEDGER

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

As of 22 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 2026-08-22T06:32:14.747728+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
metadata mismatch2

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

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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

Resolution: verified exact; local_arxiv, observed 2026-08-06T11:50:27.298415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T11:50:23.105821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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 2026-08-22T06:32:14.747728+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

Resolution: unresolved; no resolver link, observed 2026-08-06T11:50:23.350002Z

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

Unavailable: canonical work link unavailable.

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 2026-08-22T06:32:14.747728+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

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T11:50:27.150072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T11:50:23.709634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19ff3213-b88a-48a9-b1c4-d0441bf86353 · 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 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:28.088571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T11:50:27.010555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 00002980-6f3b-4c7f-945d-43e210a2e2ed · 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 16

Resolution: unresolved; no resolver link, observed 2026-08-06T11:50:23.990356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T11:50:24.193857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T11:50:24.353453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92d5bbcb-4707-450a-8710-a0ec0ef9b185 · 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 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:27.993387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5dd3883f-0246-48f3-bf59-e373af60e684 · 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 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:27.965460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T11:50:24.578297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72fe5eda-0f16-462f-8958-565d8e1ac5fc · outbound

This paper cites ALBERT: A Lite BERT for Self-supervised Learning of Language Representations.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T11:50:24.687135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce984783-6b81-4235-b638-aa34d3c31e5f · 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 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:27.909227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T11:50:25.059351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b330125-6bc3-4797-8415-74d460e2c246 · 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 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:27.854384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:27.828344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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

This paper cites emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T11:50:25.414247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9844e806-3e9e-4446-880f-63198ff5c5bc · 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 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:27.802627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8e74e8f9-e7b5-4843-ad48-309a3bf67b70 · 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 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:27.776828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 598d0f9a-2558-4677-ab92-da6b1bde30ce · 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 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:27.755571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8f76e0c7-d6a7-460c-bfb3-398a29501a54 · 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 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:27.694115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 76e3ba37-8ed9-49cd-a777-358bb744a84a · 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 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:27.672550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 91653290-02f0-46fa-adb7-b9b00df15e51 · 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 35

Resolution: unresolved; no resolver link, observed 2026-08-06T11:50:26.137821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 693d35df-7e78-4e02-92fd-5f7945604916 · 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 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:27.618338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8a1cb671-c3b3-4006-aeb1-e2580f8ecce7 · 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 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:27.580387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 771e6c16-cc21-456d-863e-31840a5b31ea · 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 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:27.549056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9e1fd51c-71a4-4e6b-acad-7539f41cade3 · 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 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:27.531145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e9f2ffce-1378-4e8c-b7c1-c31840025d92 · outbound

This paper cites LXMERT: Learning Cross-Modality Encoder Representations from Transformers.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T11:50:26.388613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceaf2a98-7a13-49ce-84f7-26b1fc89e73b · 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 41

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T11:50:26.401982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24c4413f-a185-405d-8767-8289a98831f7 · 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 43

Resolution: unresolved; no resolver link, observed 2026-08-06T11:50:26.410949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63322684-54c8-4ff9-86a1-e6dcaec8955e · 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 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:27.453166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation baaf771b-fa84-4c28-8d01-bd9f30ea098e · outbound

This paper cites Improving Text Embeddings with Large Language Models.

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

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T11:50:26.422335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96fe58b3-edde-4cf3-8fd5-2b660f1a0a5b · 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 46

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:27.412293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5660fcb7-21ec-42c2-b1aa-7a42864feb92 · 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 47

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:27.360508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c47ddccf-c2d0-4e42-be7c-b5d8a9e1f27f · 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 48

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:50:27.336624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:50:27.727300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T11:50:24.107988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified exact; arxiv_id, observed 2026-06-30T17:04:57.565519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.