Browse State-of-the-Art › Hallucination › Papers, page 16
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 16 of 19: papers 1,501 to 1,600 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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OPDAI at SemEval-2024 Task 6: Small LLMs can Accelerate Hallucination Detection with Weakly Supervised Data20 Feb 2024 0 repositories listed
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M2K-VDG: Model-Adaptive Multimodal Knowledge Anchor Enhanced Video-grounded Dialogue Generation19 Feb 2024 0 repositories listed
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Enabling Weak LLMs to Judge Response Reliability via Meta Ranking19 Feb 2024 0 repositories listed
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Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA Conversations19 Feb 2024 0 repositories listed
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Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning18 Feb 2024 0 repositories listed
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Comparing Hallucination Detection Metrics for Multilingual Generation16 Feb 2024 0 repositories listed
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LLMs in the Heart of Differential Testing: A Case Study on a Medical Rule Engine16 Feb 2024 0 repositories listed
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Measuring and Reducing LLM Hallucination without Gold-Standard Answers16 Feb 2024 0 repositories listed
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Towards Uncovering How Large Language Model Works: An Explainability Perspective16 Feb 2024 0 repositories listed
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Using Hallucinations to Bypass GPT4's Filter16 Feb 2024 0 repositories listed
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Retrieve Only When It Needs: Adaptive Retrieval Augmentation for Hallucination Mitigation in Large Language Models16 Feb 2024 0 repositories listed
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Trading off Consistency and Dimensionality of Convex Surrogates for the Mode16 Feb 2024 0 repositories listed
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Do LLMs Know about Hallucination? An Empirical Investigation of LLM's Hidden States15 Feb 2024 0 repositories listed
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LLMAuditor: A Framework for Auditing Large Language Models Using Human-in-the-Loop14 Feb 2024 0 repositories listed
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Large Language Model with Graph Convolution for Recommendation14 Feb 2024 0 repositories listed
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A Systematic Review of Data-to-Text NLG13 Feb 2024 0 repositories listed
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Mitigating Object Hallucination in Large Vision-Language Models via Classifier-Free Guidance13 Feb 2024 0 repositories listed
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GLaM: Fine-Tuning Large Language Models for Domain Knowledge Graph Alignment via Neighborhood Partitioning and Generative Subgraph Encoding9 Feb 2024 0 repositories listed
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An Examination on the Effectiveness of Divide-and-Conquer Prompting in Large Language Models8 Feb 2024 0 repositories listed
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Enhancing Retrieval Processes for Language Generation with Augmented Queries6 Feb 2024 0 repositories listed
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Aligner: Efficient Alignment by Learning to Correct4 Feb 2024 0 repositories listed
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Improving Assessment of Tutoring Practices using Retrieval-Augmented Generation4 Feb 2024 0 repositories listed
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A Closer Look at the Limitations of Instruction Tuning3 Feb 2024 0 repositories listed
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A Survey on Large Language Model Hallucination via a Creativity Perspective2 Feb 2024 0 repositories listed
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CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks2 Feb 2024 0 repositories listed
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Efficient Non-Parametric Uncertainty Quantification for Black-Box Large Language Models and Decision Planning1 Feb 2024 0 repositories listed
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HiQA: A Hierarchical Contextual Augmentation RAG for Multi-Documents QA1 Feb 2024 0 repositories listed
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Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing1 Feb 2024 0 repositories listed
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Redefining "Hallucination" in LLMs: Towards a psychology-informed framework for mitigating misinformation1 Feb 2024 0 repositories listed
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31 Jan 2024 0 repositories listed
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GUMsley: Evaluating Entity Salience in Summarization for 12 English Genres31 Jan 2024 0 repositories listed
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A RAG-based Question Answering System Proposal for Understanding Islam: MufassirQAS LLM27 Jan 2024 0 repositories listed
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Equipping Language Models with Tool Use Capability for Tabular Data Analysis in Finance27 Jan 2024 0 repositories listed
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Face to Cartoon Incremental Super-Resolution using Knowledge Distillation27 Jan 2024 0 repositories listed
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Learning to Trust Your Feelings: Leveraging Self-awareness in LLMs for Hallucination Mitigation27 Jan 2024 0 repositories listed
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VALL-T: Decoder-Only Generative Transducer for Robust and Decoding-Controllable Text-to-Speech25 Jan 2024 0 repositories listed
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It's About Time: Incorporating Temporality in Retrieval Augmented Language Models24 Jan 2024 0 repositories listed
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Symbolic Equation Solving via Reinforcement Learning24 Jan 2024 0 repositories listed
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Towards Trustable Language Models: Investigating Information Quality of Large Language Models23 Jan 2024 0 repositories listed
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Hallucination is Inevitable: An Innate Limitation of Large Language Models22 Jan 2024 0 repositories listed
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On the Audio Hallucinations in Large Audio-Video Language Models18 Jan 2024 0 repositories listed
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Temporal Insight Enhancement: Mitigating Temporal Hallucination in Multimodal Large Language Models18 Jan 2024 0 repositories listed
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BibSonomy Meets ChatLLMs for Publication Management: From Chat to Publication Management: Organizing your related work using BibSonomy & LLMs17 Jan 2024 0 repositories listed
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Hallucination Detection and Hallucination Mitigation: An Investigation16 Jan 2024 0 repositories listed
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Large Language Models are Null-Shot Learners16 Jan 2024 0 repositories listed
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The Pitfalls of Defining Hallucination15 Jan 2024 0 repositories listed
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Dual-View Data Hallucination with Semantic Relation Guidance for Few-Shot Image Recognition13 Jan 2024 0 repositories listed
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Fine-grained Hallucination Detection and Editing for Language Models12 Jan 2024 0 repositories listed
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Evidence to Generate (E2G): A Single-agent Two-step Prompting for Context Grounded and Retrieval Augmented Reasoning11 Jan 2024 0 repositories listed
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AI Hallucinations: A Misnomer Worth Clarifying9 Jan 2024 0 repositories listed
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Hallucinations in Neural Automatic Speech Recognition: Identifying Errors and Hallucinatory Models3 Jan 2024 0 repositories listed
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Navigating Uncertainty: Optimizing API Dependency for Hallucination Reduction in Closed-Book Question Answering3 Jan 2024 0 repositories listed
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Question-Answering Based Summarization of Electronic Health Records using Retrieval Augmented Generation3 Jan 2024 0 repositories listed
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VISTA-LLAMA: Reducing Hallucination in Video Language Models via Equal Distance to Visual Tokens1 Jan 2024 0 repositories listed
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Do Androids Know They're Only Dreaming of Electric Sheep?28 Dec 2023 0 repositories listed
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Dynamic In-Context Learning from Nearest Neighbors for Bundle Generation26 Dec 2023 0 repositories listed
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KnowledgeNavigator: Leveraging Large Language Models for Enhanced Reasoning over Knowledge Graph26 Dec 2023 0 repositories listed
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Don't Believe Everything You Read: Enhancing Summarization Interpretability through Automatic Identification of Hallucinations in Large Language Models22 Dec 2023 0 repositories listed
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Theory of Hallucinations based on Equivariance22 Dec 2023 0 repositories listed
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Experimenting with Large Language Models and vector embeddings in NASA SciX21 Dec 2023 0 repositories listed
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Reducing Hallucinations: Enhancing VQA for Flood Disaster Damage Assessment with Visual Contexts21 Dec 2023 0 repositories listed
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Quantifying Bias in Text-to-Image Generative Models20 Dec 2023 0 repositories listed
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17 Dec 2023 0 repositories listed
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Towards Verifiable Text Generation with Evolving Memory and Self-Reflection14 Dec 2023 0 repositories listed
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12 Dec 2023 0 repositories listed
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Evaluating ChatGPT as a Question Answering System: A Comprehensive Analysis and Comparison with Existing Models11 Dec 2023 0 repositories listed
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Context Tuning for Retrieval Augmented Generation9 Dec 2023 0 repositories listed
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DelucionQA: Detecting Hallucinations in Domain-specific Question Answering8 Dec 2023 0 repositories listed
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HALO: An Ontology for Representing and Categorizing Hallucinations in Large Language Models8 Dec 2023 0 repositories listed
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On Exploring the Reasoning Capability of Large Language Models with Knowledge Graphs1 Dec 2023 0 repositories listed
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How to Build an AI Tutor That Can Adapt to Any Course Using Knowledge Graph-Enhanced Retrieval-Augmented Generation (KG-RAG)29 Nov 2023 0 repositories listed
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Understanding Your Agent: Leveraging Large Language Models for Behavior Explanation29 Nov 2023 0 repositories listed
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Combating the "Sameness" in AI Art: Reflections on the Interactive AI Installation Fencing Hallucination28 Nov 2023 0 repositories listed
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Deficiency of Large Language Models in Finance: An Empirical Examination of Hallucination27 Nov 2023 0 repositories listed
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Mitigating Hallucination in Visual Language Models with Visual Supervision27 Nov 2023 0 repositories listed
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Calibrated Language Models Must Hallucinate24 Nov 2023 0 repositories listed
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Challenges of Large Language Models for Mental Health Counseling23 Nov 2023 0 repositories listed
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Controlling Large Language Model-based Agents for Large-Scale Decision-Making: An Actor-Critic Approach23 Nov 2023 0 repositories listed
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Minimizing Factual Inconsistency and Hallucination in Large Language Models23 Nov 2023 0 repositories listed
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Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-based Retrofitting22 Nov 2023 0 repositories listed
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Adapting LLMs for Efficient, Personalized Information Retrieval: Methods and Implications21 Nov 2023 0 repositories listed
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KNVQA: A Benchmark for evaluation knowledge-based VQA21 Nov 2023 0 repositories listed
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Control in Hybrid Chatbots20 Nov 2023 0 repositories listed
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GPT-4V(ision) for Robotics: Multimodal Task Planning from Human Demonstration20 Nov 2023 0 repositories listed
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Journey of Hallucination-minimized Generative AI Solutions for Financial Decision Makers18 Nov 2023 0 repositories listed
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Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models15 Nov 2023 0 repositories listed
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Enhancing Emergency Decision-making with Knowledge Graphs and Large Language Models15 Nov 2023 0 repositories listed
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Insights into Classifying and Mitigating LLMs' Hallucinations14 Nov 2023 0 repositories listed
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Predicting Text Preference Via Structured Comparative Reasoning14 Nov 2023 0 repositories listed
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Hallucination Augmented Recitations for Language Models13 Nov 2023 0 repositories listed
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Hallucination-minimized Data-to-answer Framework for Financial Decision-makers9 Nov 2023 0 repositories listed
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CBSiMT: Mitigating Hallucination in Simultaneous Machine Translation with Weighted Prefix-to-Prefix Training7 Nov 2023 0 repositories listed
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Learn to Refuse: Making Large Language Models More Controllable and Reliable through Knowledge Scope Limitation and Refusal Mechanism2 Nov 2023 0 repositories listed
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N-Critics: Self-Refinement of Large Language Models with Ensemble of Critics28 Oct 2023 0 repositories listed
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Sequence-Level Certainty Reduces Hallucination In Knowledge-Grounded Dialogue Generation28 Oct 2023 0 repositories listed
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Virtual Accessory Try-On via Keypoint Hallucination26 Oct 2023 0 repositories listed
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Learned, uncertainty-driven adaptive acquisition for photon-efficient scanning microscopy24 Oct 2023 0 repositories listed
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Hallucination Detection for Grounded Instruction Generation23 Oct 2023 0 repositories listed
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Unleashing the potential of prompt engineering for large language models23 Oct 2023 0 repositories listed
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Long-Form Speech Translation through Segmentation with Finite-State Decoding Constraints on Large Language Models20 Oct 2023 0 repositories listed