Why Language Models Hallucinate | Paper Citation Record

Observation 36aa315f-0fd1-41f1-8a9c-7b4f5568d517 · inbound

Semantic Concurrency Limits in Large Language Models cites this paper.

Semantic Concurrency Limits in Large Language Models Why Language Models Hallucinate

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-05-22T18:41:56.351188Z

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Observation 5640f15c-4859-451d-88c8-06916b227f99 · inbound

Variational Visual Question Answering for Uncertainty-Aware Selective Prediction cites this paper.

Variational Visual Question Answering for Uncertainty-Aware Selective Prediction Why Language Models Hallucinate

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-05-22T15:31:44.795787Z

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Observation fb66e9c2-eb7f-4207-8fc7-374b1cf67c70 · inbound

Vibe Coding in Product Teams: Reconfiguring AI-Assisted Workflows, Prototyping, and Collaboration cites this paper.

Vibe Coding in Product Teams: Reconfiguring AI-Assisted Workflows, Prototyping, and Collaboration Why Language Models Hallucinate

Reference 50

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T17:11:40.505825Z

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Observation 46e4ab86-ec51-4d14-8af8-5d6761f3e040 · inbound

RECAP: Transparent Inference-Time Emotion Alignment for Medical Dialogue Systems cites this paper.

RECAP: Transparent Inference-Time Emotion Alignment for Medical Dialogue Systems Why Language Models Hallucinate

Reference 28

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T16:52:43.974917Z

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Observation 73af856e-982c-4259-b64b-4c98978c56c5 · inbound

The Prompt Engineering Report Distilled: Quick Start Guide for Life Sciences cites this paper.

The Prompt Engineering Report Distilled: Quick Start Guide for Life Sciences Why Language Models Hallucinate

Reference 72

Resolution: verified exact; local_arxiv, observed 2026-05-18T16:41:37.978703Z

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Observation f4f95fe8-ce2f-47db-81ee-e915c95e8fa5 · inbound

The Prompt Engineering Report Distilled: Quick Start Guide for Life Sciences cites this paper.

The Prompt Engineering Report Distilled: Quick Start Guide for Life Sciences Why Language Models Hallucinate

Reference 73

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T16:41:37.636651Z

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Observation cc967bd0-86f4-4560-a7cd-bfaa3e9bc8f7 · inbound

Probing the Critical Point (CritPt) of AI Reasoning: a Frontier Physics Research Benchmark cites this paper.

Probing the Critical Point (CritPt) of AI Reasoning: a Frontier Physics Research Benchmark Why Language Models Hallucinate

Reference 67

Resolution: verified exact; local_arxiv, observed 2026-05-18T11:52:35.421816Z

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Observation bfceeb23-1523-4c91-a1a6-7cb105bd69ad · inbound

Generalization of Fine-Tuned Uncertainty Communication and Metacognition in Large Language Models cites this paper.

Generalization of Fine-Tuned Uncertainty Communication and Metacognition in Large Language Models Why Language Models Hallucinate

Reference 642

Resolution: unresolved; no resolver link, observed 2026-08-04T13:32:26.312020Z

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Observation 194b700d-3788-4b64-8cef-dbf312ff86ce · inbound

Benchmarking foundation potentials against quantum chemistry methods for predicting molecular redox potentials cites this paper.

Benchmarking foundation potentials against quantum chemistry methods for predicting molecular redox potentials Why Language Models Hallucinate

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-04T07:54:35.249846Z

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Observation bf87f286-4dea-4e70-9c84-84687d80d38d · inbound

Enhancing Trustworthy GUI Grounding via Self-Critiqued Reinforcement Learning cites this paper.

Enhancing Trustworthy GUI Grounding via Self-Critiqued Reinforcement Learning Why Language Models Hallucinate

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T07:02:41.372851Z

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Observation 66e5baa9-4563-4606-9a17-26b397623c65 · inbound

TeaRAG: A Token-Efficient Agentic Retrieval-Augmented Generation Framework cites this paper.

TeaRAG: A Token-Efficient Agentic Retrieval-Augmented Generation Framework Why Language Models Hallucinate

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T23:33:46.112856Z

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Observation 47cdfd92-1307-4e6c-9224-a9c667bb8abf · inbound

Hierarchical Memorization in Large Language Models: Evidence from Citation Generation cites this paper.

Hierarchical Memorization in Large Language Models: Evidence from Citation Generation Why Language Models Hallucinate

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-05-17T23:15:26.887258Z

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Observation 35d708e2-9531-402b-ac5f-0525fabfcce5 · inbound

Robust AI Security and Alignment: A Sisyphean Endeavor? cites this paper.

Robust AI Security and Alignment: A Sisyphean Endeavor? Why Language Models Hallucinate

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:58:38.496206Z

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Observation 777168af-b0ad-4d72-adc3-8fb04f00b473 · inbound

Concept Tokens: Learning Behavioral Embeddings Through Concept Definitions cites this paper.

Concept Tokens: Learning Behavioral Embeddings Through Concept Definitions Why Language Models Hallucinate

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T12:04:58.514194Z

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Observation 088f51c6-ccc6-4d8c-84e6-73f40072e6f5 · inbound

Characterizing the Effect of Noise in Language Generation in the Limit cites this paper.

Characterizing the Effect of Noise in Language Generation in the Limit Why Language Models Hallucinate

Reference 16

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Observation 6adc291c-0df8-4ef8-b116-c208dc6c6f34 · inbound

UCPO: Uncertainty-Aware Policy Optimization cites this paper.

UCPO: Uncertainty-Aware Policy Optimization Why Language Models Hallucinate

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T06:34:28.912210Z

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Observation e2a3ce71-11dd-4a11-9d7d-e8459ca4b964 · inbound

Stop Rewarding Hallucinated Steps: Faithfulness-Aware Step-Level Reinforcement Learning for Small Reasoning Models cites this paper.

Stop Rewarding Hallucinated Steps: Faithfulness-Aware Step-Level Reinforcement Learning for Small Reasoning Models Why Language Models Hallucinate

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-03T04:09:48.609050Z

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Observation aefacbb8-fe85-48f0-850a-07d0674a5964 · inbound

Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models cites this paper.

Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models Why Language Models Hallucinate

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T05:07:20.452445Z

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Observation 63e738c7-908a-417f-a421-d3c84f0c127f · inbound

When Should LLMs Be Less Specific? Selective Abstraction for Reliable Long-Form Text Generation cites this paper.

When Should LLMs Be Less Specific? Selective Abstraction for Reliable Long-Form Text Generation Why Language Models Hallucinate

Reference 22

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Observation 25dd45ff-0e22-4640-8838-016cad77a979 · inbound

Empty Shelves or Lost Keys? Recall Is the Bottleneck for Parametric Factuality cites this paper.

Empty Shelves or Lost Keys? Recall Is the Bottleneck for Parametric Factuality Why Language Models Hallucinate

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T23:23:46.484754Z

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Observation 6c4ddc9a-3121-455e-8594-eaeed519cf14 · inbound

Towards a Science of AI Agent Reliability cites this paper.

Towards a Science of AI Agent Reliability Why Language Models Hallucinate

Reference 29

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Observation 20a21ab7-11a8-4640-84c5-1d9208206532 · inbound

CausalFlip: A Benchmark for LLM Causal Judgment Beyond Semantic Matching cites this paper.

CausalFlip: A Benchmark for LLM Causal Judgment Beyond Semantic Matching Why Language Models Hallucinate

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T21:28:28.700868Z

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Observation a90cf74a-8082-42ad-b498-cb7a3e7cc943 · inbound

Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions cites this paper.

Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Why Language Models Hallucinate

Reference 129

Resolution: verified exact; local_arxiv, observed 2026-05-15T18:51:30.328059Z

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Observation 8f8d1c23-c9ae-4817-9669-c481b3cef7bb · inbound

Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions cites this paper.

Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions Why Language Models Hallucinate

Reference 123

Resolution: unresolved; no resolver link, observed 2026-08-02T20:04:33.368573Z

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Observation ee656f72-0fa7-4ce7-8667-eef4773b08a4 · inbound

Beyond Relevance: On the Relationship Between Retrieval and RAG Information Coverage cites this paper.

Beyond Relevance: On the Relationship Between Retrieval and RAG Information Coverage Why Language Models Hallucinate

Reference 27

Resolution: metadata mismatch; local_arxiv, observed 2026-05-15T13:10:49.404568Z

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Observation 5d7e8b59-5bab-49b0-bbef-242696dd434d · inbound

Toward Epistemic Stability: Engineering Consistent Procedures for Industrial LLM Hallucination Reduction cites this paper.

Toward Epistemic Stability: Engineering Consistent Procedures for Industrial LLM Hallucination Reduction Why Language Models Hallucinate

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-05-15T14:30:03.586482Z

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Observation 6d145a09-a089-4a57-b2ac-73c88462ef51 · inbound

Causal Evidence that Language Models use Confidence to Drive Behavior cites this paper.

Causal Evidence that Language Models use Confidence to Drive Behavior Why Language Models Hallucinate

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-21T09:44:05.686530Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 61049c1b-c8f3-4f10-8398-e6d1b4e94578 · inbound

Ensemble-Based Uncertainty Estimation for Code Correctness Estimation cites this paper.

Ensemble-Based Uncertainty Estimation for Code Correctness Estimation Why Language Models Hallucinate

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-05-14T22:53:14.151626Z

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Observation 19e82e8d-c859-44bf-88f5-481322694786 · inbound

EnsemHalDet: Robust VLM Hallucination Detection via Ensemble of Internal State Detectors cites this paper.

EnsemHalDet: Robust VLM Hallucination Detection via Ensemble of Internal State Detectors Why Language Models Hallucinate

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-05-13T20:03:12.372323Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0f933586-7bd8-4745-a1ad-e688b68e6917 · inbound

EnsemHalDet: Robust VLM Hallucination Detection via Ensemble of Internal State Detectors cites this paper.

EnsemHalDet: Robust VLM Hallucination Detection via Ensemble of Internal State Detectors Why Language Models Hallucinate

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-05-21T10:30:00.345702Z

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Observation 1d672977-662b-4560-8d11-3ea6521f575b · inbound

Enhancing Multi-Robot Exploration Using Probabilistic Frontier Prioritization with Dirichlet Process Gaussian Mixtures cites this paper.

Enhancing Multi-Robot Exploration Using Probabilistic Frontier Prioritization with Dirichlet Process Gaussian Mixtures Why Language Models Hallucinate

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-13T13:35:02.428552Z

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Observation 75698b77-0145-4d5f-83fd-3049f6352dc2 · inbound

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models cites this paper.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Why Language Models Hallucinate

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-05-13T20:18:13.347911Z

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Observation 2fecfea5-6dc9-4b0d-a940-a60941b7b312 · inbound

BAS: A Decision-Theoretic Approach to Evaluating Large Language Model Confidence cites this paper.

BAS: A Decision-Theoretic Approach to Evaluating Large Language Model Confidence Why Language Models Hallucinate

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-05-13T19:53:11.942625Z

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Observation b1e14b01-0f09-44a9-b486-768ede65e865 · inbound

When Do Hallucinations Arise? A Graph Perspective on the Evolution of Path Reuse and Path Compression cites this paper.

When Do Hallucinations Arise? A Graph Perspective on the Evolution of Path Reuse and Path Compression Why Language Models Hallucinate

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-13T13:07:00.928770Z

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Observation 6d467ede-55fe-475c-b9e9-f38a54842be4 · inbound

A Two-Stage LLM Framework for Accessible and Verified XAI Explanations cites this paper.

A Two-Stage LLM Framework for Accessible and Verified XAI Explanations Why Language Models Hallucinate

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-13T12:32:40.683342Z

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Observation e8ef4672-fcd5-48c2-b3c7-d24d63411de9 · inbound

Calibration-Aware Policy Optimization for Reasoning LLMs cites this paper.

Calibration-Aware Policy Optimization for Reasoning LLMs Why Language Models Hallucinate

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-13T12:32:40.683342Z

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Observation 86f8b163-2066-4927-b5d7-a39317c908d6 · inbound

InfiniteScienceGym: An Unbounded, Procedurally-Generated Benchmark for Scientific Analysis cites this paper.

InfiniteScienceGym: An Unbounded, Procedurally-Generated Benchmark for Scientific Analysis Why Language Models Hallucinate

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T12:32:40.683342Z

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Observation 15892cf8-2a42-4089-8d3f-cd7c9dbdb4af · inbound

Beyond Literal Summarization: Redefining Hallucination for Medical SOAP Note Evaluation cites this paper.

Beyond Literal Summarization: Redefining Hallucination for Medical SOAP Note Evaluation Why Language Models Hallucinate

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-13T12:32:40.683342Z

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Observation 17440a10-fbc8-4cdf-b9d0-e7a668d5f31e · inbound

The Crutch or the Ceiling? How Different Generations of LLMs Shape EFL Student Writings cites this paper.

The Crutch or the Ceiling? How Different Generations of LLMs Shape EFL Student Writings Why Language Models Hallucinate

Reference 34

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T12:32:40.683342Z

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Observation cce669a0-b40e-436e-b3c7-4c2249f6ea6d · inbound

From Subsumption to Satisfiability: LLM-Assisted Active Learning for OWL Ontologies cites this paper.

From Subsumption to Satisfiability: LLM-Assisted Active Learning for OWL Ontologies Why Language Models Hallucinate

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-13T12:32:40.683342Z

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Observation 46175c00-2610-4a06-bf2a-78d88ee8c0b7 · inbound

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents cites this paper.

HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents Why Language Models Hallucinate

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-13T12:32:40.683342Z

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Observation e5b8c8c8-b4d5-4e1a-aa61-89fb5db74a45 · inbound

ERA: Evidence-based Reliability Alignment for Honest Retrieval-Augmented Generation cites this paper.

ERA: Evidence-based Reliability Alignment for Honest Retrieval-Augmented Generation Why Language Models Hallucinate

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-05-15T20:21:34.437836Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bce7a904-be84-43c7-9b1d-94fd64c54714 · inbound

Open-H-Embodiment: A Large-Scale Dataset for Enabling Foundation Models in Medical Robotics cites this paper.

Open-H-Embodiment: A Large-Scale Dataset for Enabling Foundation Models in Medical Robotics Why Language Models Hallucinate

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-07-05T02:10:36.422039Z

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Observation 6cc75828-9141-4ee8-9eaa-e2312c73d9e5 · inbound

Adaptive Test-Time Compute Allocation with Evolving In-Context Demonstrations cites this paper.

Adaptive Test-Time Compute Allocation with Evolving In-Context Demonstrations Why Language Models Hallucinate

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T12:32:40.683342Z

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Observation ce38668a-50ac-4cdb-bc70-758d102a26fa · inbound

Process Supervision of Confidence Margin for Calibrated LLM Reasoning cites this paper.

Process Supervision of Confidence Margin for Calibrated LLM Reasoning Why Language Models Hallucinate

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T12:32:40.683342Z

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Observation c2d8ddc3-8051-491d-a4ce-c7c42cd9399e · inbound

Uncertainty Propagation in LLM-Based Systems cites this paper.

Uncertainty Propagation in LLM-Based Systems Why Language Models Hallucinate

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-13T12:32:40.683342Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7a19cab9-902d-43a5-8c02-14c45d2ce580 · inbound

SIEVES: Selective Prediction Generalizes through Visual Evidence Scoring cites this paper.

SIEVES: Selective Prediction Generalizes through Visual Evidence Scoring Why Language Models Hallucinate

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T12:32:40.683342Z

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Observation 32ad1953-bf67-494c-adf9-eb4b0c977b48 · inbound

SIEVES: Selective Prediction Generalizes through Visual Evidence Scoring cites this paper.

SIEVES: Selective Prediction Generalizes through Visual Evidence Scoring Why Language Models Hallucinate

Reference 25

Resolution: metadata mismatch; local_arxiv, observed 2026-05-15T06:19:50.041458Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fddb10b1-ba40-4278-9822-40dfff80a858 · inbound

MCMit: Mid-Circuit Measurement Error Mitigation cites this paper.

MCMit: Mid-Circuit Measurement Error Mitigation Why Language Models Hallucinate

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-07-01T08:45:35.103639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bfb3698b-e91c-481a-900e-ea9a2aa812ec · inbound

Ceci n'est pas une explication: Evaluating Explanation Failures as Explainability Pitfalls in Language Learning Systems cites this paper.

Ceci n'est pas une explication: Evaluating Explanation Failures as Explainability Pitfalls in Language Learning Systems Why Language Models Hallucinate

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T12:32:40.683342Z

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Observation 0a893520-c3da-4251-b9ba-9159e7f6e298 · inbound

Ceci n'est pas une explication: Evaluating Explanation Failures as Explainability Pitfalls in Language Learning Systems cites this paper.

Ceci n'est pas une explication: Evaluating Explanation Failures as Explainability Pitfalls in Language Learning Systems Why Language Models Hallucinate

Reference 20

Resolution: metadata mismatch; local_arxiv, observed 2026-05-25T06:35:25.207382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1669f201-5f9d-4bd6-b830-ce162b7cc631 · inbound

From Unstructured Recall to Schema-Grounded Memory: Reliable AI Memory via Iterative, Schema-Aware Extraction cites this paper.

From Unstructured Recall to Schema-Grounded Memory: Reliable AI Memory via Iterative, Schema-Aware Extraction Why Language Models Hallucinate

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T12:32:40.683342Z

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Observation e8f6ccd4-9647-41fd-96e3-de15f49437be · inbound

ReLay: Personalized LLM-Generated Plain-Language Summaries for Better Understanding, but at What Cost? cites this paper.

ReLay: Personalized LLM-Generated Plain-Language Summaries for Better Understanding, but at What Cost? Why Language Models Hallucinate

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T12:32:40.683342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bb9c6f3f-fd25-4f51-bbef-eab03403b27f · inbound

CLEAR: Revealing How Noise and Ambiguity Degrade Reliability in LLMs for Medicine cites this paper.

CLEAR: Revealing How Noise and Ambiguity Degrade Reliability in LLMs for Medicine Why Language Models Hallucinate

Reference 30

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T12:32:40.683342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f204ed1e-4770-449e-b0ed-0430a47d8969 · inbound

CLEAR: Revealing How Noise and Ambiguity Degrade Reliability in LLMs for Medicine cites this paper.

CLEAR: Revealing How Noise and Ambiguity Degrade Reliability in LLMs for Medicine Why Language Models Hallucinate

Reference 30

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T12:32:40.683342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 23ce9aa6-e56f-4662-817d-79b0eada6f03 · inbound

LLM Ghostbusters: Surgical Hallucination Suppression via Adaptive Unlearning cites this paper.

LLM Ghostbusters: Surgical Hallucination Suppression via Adaptive Unlearning Why Language Models Hallucinate

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-13T12:32:40.683342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ef77ad03-c3b9-49af-9efb-d7c001b5f34c · inbound

When Should a Language Model Trust Itself? Same-Model Self-Verification as a Conditional Confidence Signal cites this paper.

When Should a Language Model Trust Itself? Same-Model Self-Verification as a Conditional Confidence Signal Why Language Models Hallucinate

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T12:32:40.683342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b4e24ae3-4cd5-406d-94e6-571629a5e630 · inbound

Agentic Repository Mining: A Multi-Task Evaluation cites this paper.

Agentic Repository Mining: A Multi-Task Evaluation Why Language Models Hallucinate

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T12:32:40.683342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 11cfa4ed-41b6-4212-876e-33c8f77f8227 · inbound

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction cites this paper.

Low-Cost Black-Box Detection of LLM Hallucinations via Dynamical System Prediction Why Language Models Hallucinate

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-13T12:32:40.683342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bd0b4861-18d3-4839-bc18-9137c5cfdef7 · inbound

Benchmarking LLM-Based Static Analysis for Secure Smart Contract Development: Reliability, Limitations, and Potential Hybrid Solutions cites this paper.

Benchmarking LLM-Based Static Analysis for Secure Smart Contract Development: Reliability, Limitations, and Potential Hybrid Solutions Why Language Models Hallucinate

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-13T12:32:40.683342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation edb75b36-0bd1-4cc3-a0e1-9489a6d3c9c6 · inbound

Scalable Token-Level Hallucination Detection in Large Language Models cites this paper.

Scalable Token-Level Hallucination Detection in Large Language Models Why Language Models Hallucinate

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-13T12:32:40.683342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6c791c65-fd90-4091-8d34-2ddfdfbae65d · inbound

Measuring Google AI Overviews: Activation, Source Quality, Claim Fidelity, and Publisher Impact cites this paper.

Measuring Google AI Overviews: Activation, Source Quality, Claim Fidelity, and Publisher Impact Why Language Models Hallucinate

Reference 26

Resolution: metadata mismatch; local_arxiv, observed 2026-05-15T02:13:30.270092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d50dfe45-6b0c-456d-8cba-d809096a5731 · inbound

Predictable Confabulations: Factual Recall by LLMs Scales with Model Size and Topic Frequency cites this paper.

Predictable Confabulations: Factual Recall by LLMs Scales with Model Size and Topic Frequency Why Language Models Hallucinate

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T11:03:13.722869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d8f05633-1f16-4fb6-8db8-79f54d38ef73 · inbound

Towards FairRAG: Preventing Representational Harm in Retrieval-Augmented Generation by Enforcing Fair Exposure at Retrieval Time cites this paper.

Towards FairRAG: Preventing Representational Harm in Retrieval-Augmented Generation by Enforcing Fair Exposure at Retrieval Time Why Language Models Hallucinate

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T22:23:47.837798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2caf087e-75e3-4ebd-a74d-01b61adc1692 · inbound

Opportunities and Risks of Generative AI through the Health Information Journey cites this paper.

Opportunities and Risks of Generative AI through the Health Information Journey Why Language Models Hallucinate

Reference 66

Resolution: metadata mismatch; local_arxiv, observed 2026-05-25T05:15:22.479016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 44b1588e-ae17-4dde-bc58-3999e0fcda95 · inbound

SVR-MAD: A Bayesian-Inspired Framework for Posterior-Guided Multi-Agent Debate cites this paper.

SVR-MAD: A Bayesian-Inspired Framework for Posterior-Guided Multi-Agent Debate Why Language Models Hallucinate

Reference 23

Resolution: metadata mismatch; local_arxiv, observed 2026-05-25T04:55:23.833332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 39db4301-d476-4c17-9ad8-11ad53e2a37c · inbound

Confidence Calibration in Large Language Models cites this paper.

Confidence Calibration in Large Language Models Why Language Models Hallucinate

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-13T13:23:25.998584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b365c188-ad31-4ca6-8cc8-60e44dd214fe · inbound

Plans for Evaluating Structured Generative Search Summaries cites this paper.

Plans for Evaluating Structured Generative Search Summaries Why Language Models Hallucinate

Reference 22

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T16:33:39.100484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e26fcf5e-f373-4f2f-8e27-00f4799e05cf · inbound

Innovation: An Almost Characterization of Hallucination cites this paper.

Innovation: An Almost Characterization of Hallucination Why Language Models Hallucinate

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T19:33:54.220134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 70a1aebe-352e-4c7c-85ed-85fcffa3e12d · inbound

It's Not Always Sycophancy: Measuring LLM Conformity as a Function of Epistemic Uncertainty cites this paper.

It's Not Always Sycophancy: Measuring LLM Conformity as a Function of Epistemic Uncertainty Why Language Models Hallucinate

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T18:03:47.985325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fa4e0737-8d31-4408-8aed-d69f3237ce9e · inbound

Entropy Distribution as a Fingerprint for Hallucinations in Generative Models cites this paper.

Entropy Distribution as a Fingerprint for Hallucinations in Generative Models Why Language Models Hallucinate

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-06-29T12:13:26.669886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d6d937f1-645c-425c-a998-7b2b5e57624c · inbound

What Makes LVLMs Hallucinate Less? Unveiling the Architectural Factors Behind Hallucination Robustness cites this paper.

What Makes LVLMs Hallucinate Less? Unveiling the Architectural Factors Behind Hallucination Robustness Why Language Models Hallucinate

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-06-28T23:22:46.586186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0fac5bfc-4dd5-4f02-9e84-c9fbf17366c9 · inbound

Towards Lightweight Reliability: Using Soft Prompts for Hallucination Mitigation in Large Language Models cites this paper.

Towards Lightweight Reliability: Using Soft Prompts for Hallucination Mitigation in Large Language Models Why Language Models Hallucinate

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-06-28T20:32:38.008345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2316f796-ce99-4cdc-8427-115367973bed · inbound

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems cites this paper.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Why Language Models Hallucinate

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T23:06:19.977845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e8beacca-cabc-4c2b-af07-4786c547fdcb · inbound

DECK: A Consistency x Confidence Taxonomy of LLM Hallucinations cites this paper.

DECK: A Consistency x Confidence Taxonomy of LLM Hallucinations Why Language Models Hallucinate

Reference 37

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T22:56:19.754046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1beaa9b8-b18e-4bc9-9136-768e9768a054 · inbound

Bastet: A Fine-Grained Expert-Labeled Dataset for DeFi Smart Contract Vulnerability Detection cites this paper.

Bastet: A Fine-Grained Expert-Labeled Dataset for DeFi Smart Contract Vulnerability Detection Why Language Models Hallucinate

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-07-02T03:36:29.647269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b96b328b-5b84-49ed-89f7-37944d8e7af1 · inbound

Large Language Models Are Overconfident in Their Own Responses cites this paper.

Large Language Models Are Overconfident in Their Own Responses Why Language Models Hallucinate

Reference 9

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T03:16:33.649262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 474cc72b-0c91-4271-9cbb-9090152829fb · inbound

SANE Schema-aware Natural-language Evaluation of Biological Data cites this paper.

SANE Schema-aware Natural-language Evaluation of Biological Data Why Language Models Hallucinate

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-07-02T07:56:47.078978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5703f455-dba7-4e7f-bfd3-f339ab8fe262 · inbound

Carrollian holography with agentic AI: Real mass is imaginary cites this paper.

Carrollian holography with agentic AI: Real mass is imaginary Why Language Models Hallucinate

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-07-02T10:56:52.832101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 90e6ba6b-4e22-474d-bd28-78c8d5667152 · inbound

OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios cites this paper.

OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios Why Language Models Hallucinate

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-07-02T17:57:15.349053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4bb42235-a897-4243-915d-f2a7f00d1421 · inbound

Calibrated Sampling-Free Uncertainty Estimation in Bayesian Deep Learning cites this paper.

Calibrated Sampling-Free Uncertainty Estimation in Bayesian Deep Learning Why Language Models Hallucinate

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-07-03T17:28:44.715937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 37e0f20d-db66-4321-9124-d7a086fc287f · inbound

Caring Without Feeling: Affective Dynamics as the Control Layer of Human-AI Agent Collaboration cites this paper.

Caring Without Feeling: Affective Dynamics as the Control Layer of Human-AI Agent Collaboration Why Language Models Hallucinate

Reference 68

Resolution: metadata mismatch; local_arxiv, observed 2026-06-30T23:35:07.574437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 436c23b3-ad28-424c-9f6c-a7a70856a208 · inbound

Breaking the Solver Bottleneck: Training Task Generators at the Learnable Frontier cites this paper.

Breaking the Solver Bottleneck: Training Task Generators at the Learnable Frontier Why Language Models Hallucinate

Reference 152

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T08:57:48.097843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3de9a33c-0f5f-475e-8ba7-402e820188c7 · inbound

Formally Verified Code Synthesis for Structured Data Translation in a Medical Internet of Things cites this paper.

Formally Verified Code Synthesis for Structured Data Translation in a Medical Internet of Things Why Language Models Hallucinate

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T05:19:35.243408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 88300e01-06a4-452c-b465-ed4ccfb21bfe · inbound

Bayesian Adaptation Gym: A Benchmark for the Bayesian Low-Rank Adaptation of Multi-Modal Language Models cites this paper.

Bayesian Adaptation Gym: A Benchmark for the Bayesian Low-Rank Adaptation of Multi-Modal Language Models Why Language Models Hallucinate

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-07-04T08:09:41.583697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ff470234-330d-4d63-840e-54936217790c · inbound

Grad Detect: Gradient-Based Hallucination Detection in LLMs cites this paper.

Grad Detect: Gradient-Based Hallucination Detection in LLMs Why Language Models Hallucinate

Reference 43

Resolution: metadata mismatch; local_arxiv, observed 2026-06-26T00:08:43.211134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8bbb4e39-6ed5-4abf-9c07-a77f2a155807 · inbound

LibEvoBench: Probing Temporal Knowledge Stratification in Code Generation Models cites this paper.

LibEvoBench: Probing Temporal Knowledge Stratification in Code Generation Models Why Language Models Hallucinate

Reference 44

Resolution: metadata mismatch; local_arxiv, observed 2026-06-25T21:18:24.664100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8a321c21-dfe2-46d7-ac98-ba344afd2d82 · inbound

Thinking Like a Scientist? A Structural Study of LLM-Generated Research Methods cites this paper.

Thinking Like a Scientist? A Structural Study of LLM-Generated Research Methods Why Language Models Hallucinate

Reference 43

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T17:28:44.388554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 26789822-c4df-487e-8a15-9069864eea22 · inbound

What We are Missing in Multimodal LLM Evaluation? cites this paper.

What We are Missing in Multimodal LLM Evaluation? Why Language Models Hallucinate

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T15:39:56.692467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b6776bdc-920e-470c-9e2d-d3d72ce1a8b5 · inbound

At the Edge of Understanding: Sparse Autoencoders Trace The Limits of Transformer Generalization cites this paper.

At the Edge of Understanding: Sparse Autoencoders Trace The Limits of Transformer Generalization Why Language Models Hallucinate

Reference 32

Resolution: metadata mismatch; local_arxiv, observed 2026-06-26T01:28:50.571058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b1f9a726-9170-4886-ae66-d52f50a8f52c · inbound

Humanizing Automatically Generated Unit Test Suites with LLM-Based Refactoring cites this paper.

Humanizing Automatically Generated Unit Test Suites with LLM-Based Refactoring Why Language Models Hallucinate

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-06-29T03:03:03.858199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9e23311f-6f3e-43e1-888b-a4e25c8d3d37 · inbound

Humanizing Automatically Generated Unit Test Suites with LLM-Based Refactoring cites this paper.

Humanizing Automatically Generated Unit Test Suites with LLM-Based Refactoring Why Language Models Hallucinate

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-07-02T21:17:23.476727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a9595119-5105-4b35-a78d-de5b5d968eab · inbound

NPUsper: Eliminating Redundant Computation for Real-Time Whisper on Mobile NPUs cites this paper.

NPUsper: Eliminating Redundant Computation for Real-Time Whisper on Mobile NPUs Why Language Models Hallucinate

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-07-02T06:06:40.636478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 80a56620-8aac-4f65-9014-275c53e7c094 · inbound

How to Avoid Debate: Scalable AI Safety via Doubly-Efficient Interactive Proofs cites this paper.

How to Avoid Debate: Scalable AI Safety via Doubly-Efficient Interactive Proofs Why Language Models Hallucinate

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T01:34:45.323277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6a94747-907a-47e5-b2e9-7ae23efa9053 · inbound

Consistent but Miscalibrated: Evaluating LLM Limitations for Risk Communication in Natural Language cites this paper.

Consistent but Miscalibrated: Evaluating LLM Limitations for Risk Communication in Natural Language Why Language Models Hallucinate

Reference 177

Resolution: unresolved; no resolver link, observed 2026-07-11T23:16:58.545731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c3737f0-5c3c-41d4-8603-0060fc9332e0 · inbound

Consistent but Miscalibrated: Evaluating LLM Limitations for Risk Communication in Natural Language cites this paper.

Consistent but Miscalibrated: Evaluating LLM Limitations for Risk Communication in Natural Language Why Language Models Hallucinate

Reference 177

Resolution: unresolved; no resolver link, observed 2026-07-13T07:02:13.140334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e011f841-9ca7-4269-8230-15073a3f7e5b · inbound

The "I Don't Know" Filter: Enhancing Agentic Reliability in Function Calling cites this paper.

The "I Don't Know" Filter: Enhancing Agentic Reliability in Function Calling Why Language Models Hallucinate

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T22:10:22.729188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a48ec1e8-5be8-40b7-834a-7ea622dc476d · inbound

On the effectiveness of reward functions in reinforcement learning for confidence calibration of large language models cites this paper.

On the effectiveness of reward functions in reinforcement learning for confidence calibration of large language models Why Language Models Hallucinate

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-11T20:01:06.623978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c4c69f9-46c6-499a-889e-0580d89e2212 · inbound

ARMOR: Stabilizing On-Policy LLM RL with Off-Policy Anchor Samples cites this paper.

ARMOR: Stabilizing On-Policy LLM RL with Off-Policy Anchor Samples Why Language Models Hallucinate

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-14T11:23:30.063231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6ee98a5-88fd-4b88-afd1-bd1fff59d1b6 · inbound

ARMOR: Stabilizing On-Policy LLM RL with Off-Policy Anchor Samples cites this paper.

ARMOR: Stabilizing On-Policy LLM RL with Off-Policy Anchor Samples Why Language Models Hallucinate

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T07:23:26.610302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers