Browse State-of-the-Art › Hallucination › Papers, page 17

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 17 of 19: papers 1,601 to 1,700 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.

• ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large Language Models via Transferable Adversarial Attacks
  19 Oct 2023 0 repositories listed
• Know Where to Go: Make LLM a Relevant, Responsible, and Trustworthy Searcher
  19 Oct 2023 0 repositories listed
• Flow Dynamics Correction for Action Recognition
  16 Oct 2023 0 repositories listed
• Metric Ensembles For Hallucination Detection
  16 Oct 2023 0 repositories listed
• Towards reducing hallucination in extracting information from financial reports using Large Language Models
  16 Oct 2023 0 repositories listed
• Configuration Validation with Large Language Models
  15 Oct 2023 0 repositories listed
• Teaching Language Models to Hallucinate Less with Synthetic Tasks
  10 Oct 2023 0 repositories listed
• Towards Mitigating Hallucination in Large Language Models via Self-Reflection
  10 Oct 2023 0 repositories listed
• Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models
  9 Oct 2023 0 repositories listed
• The Troubling Emergence of Hallucination in Large Language Models -- An Extensive Definition, Quantification, and Prescriptive Remediations
  8 Oct 2023 0 repositories listed
• Improving the Reliability of Large Language Models by Leveraging Uncertainty-Aware In-Context Learning
  7 Oct 2023 0 repositories listed
• AutoHall: Automated Hallucination Dataset Generation for Large Language Models
  30 Sep 2023 0 repositories listed
• Self-Specialization: Uncovering Latent Expertise within Large Language Models
  29 Sep 2023 0 repositories listed
• Augmenting LLMs with Knowledge: A survey on hallucination prevention
  28 Sep 2023 0 repositories listed
• Neuro Symbolic Reasoning for Planning: Counterexample Guided Inductive Synthesis using Large Language Models and Satisfiability Solving
  28 Sep 2023 0 repositories listed
• Aligning Large Multimodal Models with Factually Augmented RLHF
  25 Sep 2023 0 repositories listed
• Construction of Paired Knowledge Graph-Text Datasets Informed by Cyclic Evaluation
  20 Sep 2023 0 repositories listed
• Exploring the Relationship between LLM Hallucinations and Prompt Linguistic Nuances: Readability, Formality, and Concreteness
  20 Sep 2023 0 repositories listed
• Explaining Agent Behavior with Large Language Models
  19 Sep 2023 0 repositories listed
• A Multitask Training Approach to Enhance Whisper with Contextual Biasing and Open-Vocabulary Keyword Spotting
  18 Sep 2023 0 repositories listed
• CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages
  17 Sep 2023 0 repositories listed
• Quantifying and Attributing the Hallucination of Large Language Models via Association Analysis
  11 Sep 2023 0 repositories listed
• Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs
  6 Sep 2023 0 repositories listed
• Parameter Efficient Audio Captioning With Faithful Guidance Using Audio-text Shared Latent Representation
  6 Sep 2023 0 repositories listed
• CIEM: Contrastive Instruction Evaluation Method for Better Instruction Tuning
  5 Sep 2023 0 repositories listed
• Representations Matter: Embedding Modes of Large Language Models using Dynamic Mode Decomposition
  3 Sep 2023 0 repositories listed
• Online Overexposed Pixels Hallucination in Videos with Adaptive Reference Frame Selection
  29 Aug 2023 0 repositories listed
• Simple is Better and Large is Not Enough: Towards Ensembling of Foundational Language Models
  23 Aug 2023 0 repositories listed
• Harmonization Across Imaging Locations(HAIL): One-Shot Learning for Brain MRI
  21 Aug 2023 0 repositories listed
• FoodGPT: A Large Language Model in Food Testing Domain with Incremental Pre-training and Knowledge Graph Prompt
  20 Aug 2023 0 repositories listed
• PUMGPT: A Large Vision-Language Model for Product Understanding
  18 Aug 2023 0 repositories listed
• Generating Faithful Text From a Knowledge Graph with Noisy Reference Text
  12 Aug 2023 0 repositories listed
• Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction
  8 Aug 2023 0 repositories listed
• User-Controlled Knowledge Fusion in Large Language Models: Balancing Creativity and Hallucination
  30 Jul 2023 0 repositories listed
• Hallucination Improves the Performance of Unsupervised Visual Representation Learning
  22 Jul 2023 0 repositories listed
• Controlling Equational Reasoning in Large Language Models with Prompt Interventions
  19 Jul 2023 0 repositories listed
• Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models
  16 Jul 2023 0 repositories listed
• SINC: Self-Supervised In-Context Learning for Vision-Language Tasks
  15 Jul 2023 0 repositories listed
• Facial Reenactment Through a Personalized Generator
  12 Jul 2023 0 repositories listed
• Improving RNN-Transducers with Acoustic LookAhead
  11 Jul 2023 0 repositories listed
• A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation
  8 Jul 2023 0 repositories listed
• Challenges in Domain-Specific Abstractive Summarization and How to Overcome them
  3 Jul 2023 0 repositories listed
• Evidence for Reduced Sensory Precision and Increased Reliance on Priors in Hallucination-Prone Individuals in a General Population Sample
  24 Jun 2023 0 repositories listed
• IERL: Interpretable Ensemble Representation Learning -- Combining CrowdSourced Knowledge and Distributed Semantic Representations
  24 Jun 2023 0 repositories listed
• Hallucination is the last thing you need
  20 Jun 2023 0 repositories listed
• Vision Transformer with Attention Map Hallucination and FFN Compaction
  19 Jun 2023 0 repositories listed
• Pushing the Limits of ChatGPT on NLP Tasks
  16 Jun 2023 0 repositories listed
• Explaining Legal Concepts with Augmented Large Language Models (GPT-4)
  15 Jun 2023 0 repositories listed
• Trapping LLM Hallucinations Using Tagged Context Prompts
  9 Jun 2023 0 repositories listed
• Defocus to focus: Photo-realistic bokeh rendering by fusing defocus and radiance priors
  7 Jun 2023 0 repositories listed
• mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations
  23 May 2023 0 repositories listed
• RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought
  19 May 2023 0 repositories listed
• Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation
  11 May 2023 0 repositories listed
• Simple Token-Level Confidence Improves Caption Correctness
  11 May 2023 0 repositories listed
• The Dark Side of ChatGPT: Legal and Ethical Challenges from Stochastic Parrots and Hallucination
  21 Apr 2023 0 repositories listed
• Using Mobile Data and Deep Models to Assess Auditory Verbal Hallucinations
  20 Apr 2023 0 repositories listed
• Dual Stage Stylization Modulation for Domain Generalized Semantic Segmentation
  18 Apr 2023 0 repositories listed
• chatClimate: Grounding Conversational AI in Climate Science
  11 Apr 2023 0 repositories listed
• Meta-World Conditional Neural Processes
  20 Feb 2023 0 repositories listed
• ChatGPT (Feb 13 Version) is a Chinese Room
  19 Feb 2023 0 repositories listed
• "Why is this misleading?": Detecting News Headline Hallucinations with Explanations
  12 Feb 2023 0 repositories listed
• Distillation of encoder-decoder transformers for sequence labelling
  10 Feb 2023 0 repositories listed
• Deep Learning Mental Health Dialogue System
  23 Jan 2023 0 repositories listed
• Machine learning techniques for the Schizophrenia diagnosis: A comprehensive review and future research directions
  16 Jan 2023 0 repositories listed
• CLIP-Cluster: CLIP-Guided Attribute Hallucination for Face Clustering
  1 Jan 2023 0 repositories listed
• PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition
  21 Dec 2022 0 repositories listed
• MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation
  16 Dec 2022 0 repositories listed
• Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue
  12 Dec 2022 0 repositories listed
• Improved Beam Search for Hallucination Mitigation in Abstractive Summarization
  6 Dec 2022 0 repositories listed
• a survey on GPT-3
  1 Dec 2022 0 repositories listed
• Audio-visual video face hallucination with frequency supervision and cross modality support by speech based lip reading loss
  20 Nov 2022 0 repositories listed
• Structural aging of human neurons is the opposite of the changes in schizophrenia
  13 Nov 2022 0 repositories listed
• Comparing Computational Architectures for Automated Journalism
  8 Oct 2022 0 repositories listed
• Toxicity in Multilingual Machine Translation at Scale
  6 Oct 2022 0 repositories listed
• Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing
  4 Oct 2022 0 repositories listed
• Probing of Quantitative Values in Abstractive Summarization Models
  3 Oct 2022 0 repositories listed
• NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning
  16 Sep 2022 0 repositories listed
• Entity-based De-noising Modeling for Controllable Dialogue Summarization
  1 Sep 2022 0 repositories listed
• Segmentation-guided Domain Adaptation and Data Harmonization of Multi-device Retinal Optical Coherence Tomography using Cycle-Consistent Generative Adversarial Networks
  31 Aug 2022 0 repositories listed
• Thutmose Tagger: Single-pass neural model for Inverse Text Normalization
  29 Jul 2022 0 repositories listed
• HOB-CNN: Hallucination of Occluded Branches with a Convolutional Neural Network for 2D Fruit Trees
  28 Jul 2022 0 repositories listed
• Inertial Hallucinations -- When Wearable Inertial Devices Start Seeing Things
  14 Jul 2022 0 repositories listed
• FRAME: Evaluating Rationale-Label Consistency Metrics for Free-Text Rationales
  2 Jul 2022 0 repositories listed
• Exploiting Numerical-Contextual Knowledge to Improve Numerical Reasoning in Question Answering
  1 Jul 2022 0 repositories listed
• Generalizing Morphological Inflection Systems to Unseen Lemmas
  1 Jul 2022 0 repositories listed
• HeiMorph at SIGMORPHON 2022 Shared Task on Morphological Acquisition Trajectories
  1 Jul 2022 0 repositories listed
• Probing Causes of Hallucinations in Neural Machine Translations
  25 Jun 2022 0 repositories listed
• Learning Using Privileged Information for Zero-Shot Action Recognition
  17 Jun 2022 0 repositories listed
• Text Generation with Text-Editing Models
  14 Jun 2022 0 repositories listed
• Abstraction ou hallucination ? État des lieux et évaluation du risque pour les modèles de génération de résumés automatiques de type séquence-à-séquence (Abstraction or Hallucination ? Status and Risk assessment for sequence-to-sequence Automatic)
  1 Jun 2022 0 repositories listed
• Making Large Language Models Interactive: A Pioneer Study on Supporting Complex Information-Seeking Tasks with Implicit Constraints
  2 May 2022 0 repositories listed
• One Wug, Two Wug+s Transformer Inflection Models Hallucinate Affixes
  1 May 2022 0 repositories listed
• An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition
  19 Apr 2022 0 repositories listed
• Escaping Data Scarcity for High-Resolution Heterogeneous Face Hallucination
  30 Mar 2022 0 repositories listed
• Transforming Sequence Tagging Into A Seq2Seq Task
  16 Mar 2022 0 repositories listed
• GCFSR: a Generative and Controllable Face Super Resolution Method Without Facial and GAN Priors
  14 Mar 2022 0 repositories listed Syntology 11 ran (of which 8 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 1 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 9 unverified (of 20 harvested samples) · 20 pointer-only (licence)
• 'Beach' to 'Bitch': Inadvertent Unsafe Transcription of Kids' Content on YouTube
  17 Feb 2022 0 repositories listed
• Survey of Hallucination in Natural Language Generation
  8 Feb 2022 0 repositories listed
• NeuRegenerate: A Framework for Visualizing Neurodegeneration
  2 Feb 2022 0 repositories listed
• Deep Learning Approaches on Image Captioning: A Review
  31 Jan 2022 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.