TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs | Paper Citation Record

Observation c46df8c7-0d32-418f-a225-477da5bc5f64 · outbound

This paper cites LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training

Reference 1

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Observation e813650b-b36c-46a2-b23a-1465b4f27217 · outbound

This paper cites Qwen2.5-VL Technical Report.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Qwen2.5-VL Technical Report

Reference 2

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This paper cites Journal of Systems and Software (2025).

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Journal of Systems and Software (2025)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:30:00.701874Z

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This paper cites INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection

Reference 4

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TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Unresolved cited work

Reference 5

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Observation 215986d0-69c8-448a-81c6-50aa216d1656 · outbound

This paper cites arXiv preprint arXiv:2510.17205 (2025).

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs arXiv preprint arXiv:2510.17205 (2025)

Reference 6

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This paper cites Annals of Eugenics pp.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Annals of Eugenics pp

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:30:00.679768Z

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TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Unresolved cited work

Reference 8

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Observation 65c7b628-816a-453e-987e-e9bcfe67fc42 · outbound

This paper cites Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering

Reference 9

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Observation c76386b4-a6ab-4dbd-9baa-de4d44a26576 · outbound

This paper cites VizWiz Grand Challenge: Answering Visual Questions from Blind People.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs VizWiz Grand Challenge: Answering Visual Questions from Blind People

Reference 10

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Observation df8a7c99-da40-4eef-9931-095357104445 · outbound

This paper cites ICLR (2022).

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs ICLR (2022)

Reference 11

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Observation fbad1b5a-8378-40fe-8e6b-417bdce85508 · outbound

This paper cites GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering

Reference 12

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Observation 316a8dd2-a6fe-4d4c-bdd2-3421c4d4f231 · outbound

This paper cites Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations

Reference 13

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This paper cites In: CVPR (2025).

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs In: CVPR (2025)

Reference 14

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Observation c26cac8b-5fed-4bbc-8e01-264ab3f53927 · outbound

This paper cites In: CVPR (2017).

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs In: CVPR (2017)

Reference 15

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Observation e2c799f4-5763-45b5-b900-5e2c080d1aa7 · outbound

This paper cites Language Models (Mostly) Know What They Know.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Language Models (Mostly) Know What They Know

Reference 16

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Observation a97674d6-ec91-49a1-a156-5bffefb80fa8 · outbound

This paper cites Why Language Models Hallucinate.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Why Language Models Hallucinate

Reference 17

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Observation cad71f4a-414a-4e7a-98c9-21d447522e1d · outbound

This paper cites Nature Neuroscience (2014).

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Nature Neuroscience (2014)

Reference 18

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Observation 9433af46-9cbe-40fc-87cb-cff9466bc417 · outbound

This paper cites Instruction Lens Score: Your Instruction Contributes a Powerful Object Hallucination Detector for Multimodal Large Language Models.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Instruction Lens Score: Your Instruction Contributes a Powerful Object Hallucination Detector for Multimodal Large Language Models

Reference 19

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This paper cites SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension

Reference 20

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TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Unresolved cited work

Reference 21

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This paper cites NeurIPS (2023).

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs NeurIPS (2023)

Reference 22

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This paper cites In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (2023).

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (2023)

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:30:00.592540Z

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Observation db411d6a-96d0-4429-b919-b0606780bcee · outbound

This paper cites In: ECCV (2014).

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs In: ECCV (2014)

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:30:00.581008Z

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This paper cites Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning

Reference 25

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This paper cites In: CVPR (2024).

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs In: CVPR (2024)

Reference 26

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TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Unresolved cited work

Reference 27

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This paper cites NeurIPS (2023).

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs NeurIPS (2023)

Reference 28

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TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Unresolved cited work

Reference 29

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This paper cites Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey

Reference 30

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TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Unresolved cited work

Reference 31

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This paper cites NeurIPS (2022).

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs NeurIPS (2022)

Reference 32

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TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Uncertainty Estimation in Autoregressive Structured Prediction

Reference 33

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TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs NeurIPS (2024) 18 Wu et al

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:30:00.518361Z

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This paper cites LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Reference 35

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This paper cites arXiv preprint arXiv:2508.19972 (2025).

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs arXiv preprint arXiv:2508.19972 (2025)

Reference 36

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TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Unresolved cited work

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This paper cites Qwen2.5 Technical Report.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Qwen2.5 Technical Report

Reference 38

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This paper cites In: ICML (2021).

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs In: ICML (2021)

Reference 39

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This paper cites In: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (2018).

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs In: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (2018)

Reference 40

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TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs In: ICCV (2019)

Reference 41

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This paper cites Trust Me, I'm Wrong: LLMs Hallucinate with Certainty Despite Knowing the Answer.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Trust Me, I'm Wrong: LLMs Hallucinate with Certainty Despite Knowing the Answer

Reference 42

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This paper cites In: CVPR (2019).

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs In: CVPR (2019)

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:30:00.465168Z

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This paper cites LLaMA: Open and Efficient Foundation Language Models.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs LLaMA: Open and Efficient Foundation Language Models

Reference 44

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TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 45

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TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Evaluation and Analysis of Hallucination in Large Vision-Language Models

Reference 46

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This paper cites Blog post (Nov 2024), accessed: 2025-05-12 TruthLens 19.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Blog post (Nov 2024), accessed: 2025-05-12 TruthLens 19

Reference 47

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Observation c376e5ec-c0c3-4769-a27b-14875a4bc01d · outbound

This paper cites Qwen2 Technical Report.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Qwen2 Technical Report

Reference 48

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This paper cites arXiv preprint arXiv:2510.14943 (2025).

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs arXiv preprint arXiv:2510.14943 (2025)

Reference 49

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TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models

Reference 50

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TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities

Reference 51

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This paper cites In: CVPR (2025).

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs In: CVPR (2025)

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:30:00.442655Z

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This paper cites Analyzing and Mitigating Object Hallucination in Large Vision-Language Models.

TruthLens: Object Hallucination Detection via Self-Evaluating Truthfulness Scores in LVLMs Analyzing and Mitigating Object Hallucination in Large Vision-Language Models

Reference 53

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