Browse State-of-the-Art › Hallucination › Papers, page 15
Hallucination
Papers archive 2025-07-28
archive papers tagged: 1,816 · with a code link: 752 · where Syntology ran a sample: 276 (240 with a run with no instrument failure, 36 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (276 of 1,816 tagged: 240 with a run with no instrument failure, 36 where every run was a failure of Syntology's instrument)
Page 15 of 19: papers 1,401 to 1,500 of 1,816, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Navigating LLM Ethics: Advancements, Challenges, and Future Directions14 May 2024 0 repositories listed
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Benchmarking Retrieval-Augmented Large Language Models in Biomedical NLP: Application, Robustness, and Self-Awareness13 May 2024 0 repositories listed
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Control Token with Dense Passage Retrieval13 May 2024 0 repositories listed
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Mitigating Hallucinations in Large Language Models via Self-Refinement-Enhanced Knowledge Retrieval10 May 2024 0 repositories listed
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LLMs can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought9 May 2024 0 repositories listed
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Is the House Ready For Sleeptime? Generating and Evaluating Situational Queries for Embodied Question Answering8 May 2024 0 repositories listed
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Deception in Reinforced Autonomous Agents7 May 2024 0 repositories listed
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SUTRA: Scalable Multilingual Language Model Architecture7 May 2024 0 repositories listed
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Quantifying the Capabilities of LLMs across Scale and Precision6 May 2024 0 repositories listed
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Score-based Generative Priors Guided Model-driven Network for MRI Reconstruction5 May 2024 0 repositories listed
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R4: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language Models4 May 2024 0 repositories listed
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Attribution in Scientific Literature: New Benchmark and Methods3 May 2024 0 repositories listed
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FLAME: Factuality-Aware Alignment for Large Language Models2 May 2024 0 repositories listed
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Can a Hallucinating Model help in Reducing Human "Hallucination"?1 May 2024 0 repositories listed
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What Makes for Good Image Captions?1 May 2024 0 repositories listed
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Harmonic LLMs are Trustworthy30 Apr 2024 0 repositories listed
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Visual Fact Checker: Enabling High-Fidelity Detailed Caption Generation30 Apr 2024 0 repositories listed
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A robust and scalable framework for hallucination detection in virtual tissue staining and digital pathology29 Apr 2024 0 repositories listed
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MMAC-Copilot: Multi-modal Agent Collaboration Operating Copilot28 Apr 2024 0 repositories listed
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SERPENT-VLM : Self-Refining Radiology Report Generation Using Vision Language Models27 Apr 2024 0 repositories listed
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Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities25 Apr 2024 0 repositories listed
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Can Foundational Large Language Models Assist with Conducting Pharmaceuticals Manufacturing Investigations?24 Apr 2024 0 repositories listed
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KS-LLM: Knowledge Selection of Large Language Models with Evidence Document for Question Answering24 Apr 2024 0 repositories listed
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FINEMATCH: Aspect-based Fine-grained Image and Text Mismatch Detection and Correction23 Apr 2024 0 repositories listed
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Student Data Paradox and Curious Case of Single Student-Tutor Model: Regressive Side Effects of Training LLMs for Personalized Learning23 Apr 2024 0 repositories listed
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SkinGEN: an Explainable Dermatology Diagnosis-to-Generation Framework with Interactive Vision-Language Models23 Apr 2024 0 repositories listed
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Single-sample image-fusion upsampling of fluorescence lifetime images19 Apr 2024 0 repositories listed
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TextSquare: Scaling up Text-Centric Visual Instruction Tuning19 Apr 2024 0 repositories listed
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Can We Catch the Elephant? A Survey of the Evolvement of Hallucination Evaluation on Natural Language Generation18 Apr 2024 0 repositories listed
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Is There No Such Thing as a Bad Question? H4R: HalluciBot For Ratiocination, Rewriting, Ranking, and Routing18 Apr 2024 0 repositories listed
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Fact :Teaching MLLMs with Faithful, Concise and Transferable Rationales17 Apr 2024 0 repositories listed
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A computational account of the development and evolution of psychotic symptoms16 Apr 2024 0 repositories listed
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Fewer Truncations Improve Language Modeling16 Apr 2024 0 repositories listed
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Prescribing the Right Remedy: Mitigating Hallucinations in Large Vision-Language Models via Targeted Instruction Tuning16 Apr 2024 0 repositories listed
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Reasoning on Efficient Knowledge Paths:Knowledge Graph Guides Large Language Model for Domain Question Answering16 Apr 2024 0 repositories listed
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Anatomy of Industrial Scale Multilingual ASR15 Apr 2024 0 repositories listed
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Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models14 Apr 2024 0 repositories listed
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Distilling Reasoning Ability from Large Language Models with Adaptive Thinking14 Apr 2024 0 repositories listed
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Reducing hallucination in structured outputs via Retrieval-Augmented Generation12 Apr 2024 0 repositories listed
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An Audit on the Perspectives and Challenges of Hallucinations in NLP11 Apr 2024 0 repositories listed
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BRAVE: Broadening the visual encoding of vision-language models10 Apr 2024 0 repositories listed
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MetaCheckGPT -- A Multi-task Hallucination Detector Using LLM Uncertainty and Meta-models10 Apr 2024 0 repositories listed
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Characterizing Multimodal Long-form Summarization: A Case Study on Financial Reports9 Apr 2024 0 repositories listed
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Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning8 Apr 2024 0 repositories listed
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FGAIF: Aligning Large Vision-Language Models with Fine-grained AI Feedback7 Apr 2024 0 repositories listed
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HaVTR: Improving Video-Text Retrieval Through Augmentation Using Large Foundation Models7 Apr 2024 0 repositories listed
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Hyperbolic Learning with Synthetic Captions for Open-World Detection7 Apr 2024 0 repositories listed
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On the Limitations of Large Language Models (LLMs): False Attribution6 Apr 2024 0 repositories listed
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FFN-SkipLLM: A Hidden Gem for Autoregressive Decoding with Adaptive Feed Forward Skipping5 Apr 2024 0 repositories listed
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A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation4 Apr 2024 0 repositories listed
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Mitigating LLM Hallucinations via Conformal Abstention4 Apr 2024 0 repositories listed
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ALOHa: A New Measure for Hallucination in Captioning Models3 Apr 2024 0 repositories listed
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Comparative Study of Domain Driven Terms Extraction Using Large Language Models2 Apr 2024 0 repositories listed
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Extracting Norms from Contracts Via ChatGPT: Opportunities and Challenges2 Apr 2024 0 repositories listed
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Hallucination Diversity-Aware Active Learning for Text Summarization2 Apr 2024 0 repositories listed
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Exploring and Evaluating Hallucinations in LLM-Powered Code Generation1 Apr 2024 0 repositories listed
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FACTOID: FACtual enTailment fOr hallucInation Detection28 Mar 2024 0 repositories listed
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Rejection Improves Reliability: Training LLMs to Refuse Unknown Questions Using RL from Knowledge Feedback27 Mar 2024 0 repositories listed
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"Sorry, Come Again?" Prompting -- Enhancing Comprehension and Diminishing Hallucination with [PAUSE]-injected Optimal Paraphrasing27 Mar 2024 0 repositories listed
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Visual Hallucination: Definition, Quantification, and Prescriptive Remediations26 Mar 2024 0 repositories listed
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Dyna-LfLH: Learning Agile Navigation in Dynamic Environments from Learned Hallucination25 Mar 2024 0 repositories listed
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Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art25 Mar 2024 0 repositories listed
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ESREAL: Exploiting Semantic Reconstruction to Mitigate Hallucinations in Vision-Language Models24 Mar 2024 0 repositories listed
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Make VLM Recognize Visual Hallucination on Cartoon Character Image with Pose Information22 Mar 2024 0 repositories listed
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Sphere Neural-Networks for Rational Reasoning22 Mar 2024 0 repositories listed
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Multi-Modal Hallucination Control by Visual Information Grounding20 Mar 2024 0 repositories listed
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DEE: Dual-stage Explainable Evaluation Method for Text Generation18 Mar 2024 0 repositories listed
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SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors18 Mar 2024 0 repositories listed
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Zero-Shot Multi-task Hallucination Detection18 Mar 2024 0 repositories listed
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DiffMAC: Diffusion Manifold Hallucination Correction for High Generalization Blind Face Restoration15 Mar 2024 0 repositories listed
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Mitigating Dialogue Hallucination for Large Vision Language Models via Adversarial Instruction Tuning15 Mar 2024 0 repositories listed
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Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection15 Mar 2024 0 repositories listed
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Detecting Hallucination and Coverage Errors in Retrieval Augmented Generation for Controversial Topics13 Mar 2024 0 repositories listed
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Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds11 Mar 2024 0 repositories listed
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TRAWL: External Knowledge-Enhanced Recommendation with LLM Assistance11 Mar 2024 0 repositories listed
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Put Myself in Your Shoes: Lifting the Egocentric Perspective from Exocentric Videos11 Mar 2024 0 repositories listed
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Can Large Language Models Play Games? A Case Study of A Self-Play Approach8 Mar 2024 0 repositories listed
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ChatASU: Evoking LLM's Reflexion to Truly Understand Aspect Sentiment in Dialogues8 Mar 2024 0 repositories listed
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Sora as an AGI World Model? A Complete Survey on Text-to-Video Generation8 Mar 2024 0 repositories listed
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Tuning-Free Accountable Intervention for LLM Deployment -- A Metacognitive Approach8 Mar 2024 0 repositories listed
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Effectiveness Assessment of Recent Large Vision-Language Models7 Mar 2024 0 repositories listed
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4 Mar 2024 0 repositories listed
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Quantity Matters: Towards Assessing and Mitigating Number Hallucination in Large Vision-Language Models3 Mar 2024 0 repositories listed
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Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering3 Mar 2024 0 repositories listed
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Crimson: Empowering Strategic Reasoning in Cybersecurity through Large Language Models1 Mar 2024 0 repositories listed
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MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection1 Mar 2024 0 repositories listed
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Navigating Hallucinations for Reasoning of Unintentional Activities29 Feb 2024 0 repositories listed
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Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models29 Feb 2024 0 repositories listed
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Collaborative decoding of critical tokens for boosting factuality of large language models28 Feb 2024 0 repositories listed
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Securing Reliability: A Brief Overview on Enhancing In-Context Learning for Foundation Models27 Feb 2024 0 repositories listed
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26 Feb 2024 0 repositories listed
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Look Before You Leap: Towards Decision-Aware and Generalizable Tool-Usage for Large Language Models26 Feb 2024 0 repositories listed
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AVI-Talking: Learning Audio-Visual Instructions for Expressive 3D Talking Face Generation25 Feb 2024 0 repositories listed
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Rethinking Software Engineering in the Foundation Model Era: A Curated Catalogue of Challenges in the Development of Trustworthy FMware25 Feb 2024 0 repositories listed
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Hal-Eval: A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models24 Feb 2024 0 repositories listed
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CARBD-Ko: A Contextually Annotated Review Benchmark Dataset for Aspect-Level Sentiment Classification in Korean23 Feb 2024 0 repositories listed
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Does the Generator Mind its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer22 Feb 2024 0 repositories listed
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Emergence and dynamics of delusions and hallucinations across stages in early psychosis20 Feb 2024 0 repositories listed
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Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation20 Feb 2024 0 repositories listed
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GOOD: Towards Domain Generalized Orientated Object Detection20 Feb 2024 0 repositories listed