| ChartSumm: A Comprehensive Benchmark for Automatic Chart Summarization of Long and Short Summaries | Apr 26, 2023 | Data SummarizationHallucination | CodeCode Available | 1 |
| OVTrack: Open-Vocabulary Multiple Object Tracking | Apr 17, 2023 | DenoisingHallucination | CodeCode Available | 1 |
| Accuracy and Political Bias of News Source Credibility Ratings by Large Language Models | Apr 1, 2023 | Fact CheckingHallucination | CodeCode Available | 1 |
| Bridging Stereo Geometry and BEV Representation with Reliable Mutual Interaction for Semantic Scene Completion | Mar 24, 2023 | 3D Semantic Scene CompletionHallucination | CodeCode Available | 1 |
| A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity | Feb 8, 2023 | Code GenerationHallucination | CodeCode Available | 1 |
| Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning | Jan 31, 2023 | HallucinationSemantic Parsing | CodeCode Available | 1 |
| Doc2Query--: When Less is More | Jan 9, 2023 | HallucinationRetrieval | CodeCode Available | 1 |
| You Truly Understand What I Need: Intellectual and Friendly Dialogue Agents grounding Knowledge and Persona | Jan 6, 2023 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| Parametric Depth Based Feature Representation Learning for Object Detection and Segmentation in Bird's-Eye View | Jan 1, 2023 | Autonomous DrivingHallucination | CodeCode Available | 1 |
| Contrastive Learning Reduces Hallucination in Conversations | Dec 20, 2022 | Contrastive LearningHallucination | CodeCode Available | 1 |
| Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization | Dec 18, 2022 | Domain GeneralizationHallucination | CodeCode Available | 1 |
| Improving Simultaneous Machine Translation with Monolingual Data | Dec 2, 2022 | HallucinationKnowledge Distillation | CodeCode Available | 1 |
| Dataset Factorization for Condensation | Nov 1, 2022 | Dataset DistillationDiversity | CodeCode Available | 1 |
| Dataset Distillation via Factorization | Oct 30, 2022 | Dataset DistillationHallucination | CodeCode Available | 1 |
| Thinking Hallucination for Video Captioning | Sep 28, 2022 | HallucinationVideo Captioning | CodeCode Available | 1 |
| VALHALLA: Visual Hallucination for Machine Translation | May 31, 2022 | HallucinationMachine Translation | CodeCode Available | 1 |
| Learning to Automate Follow-up Question Generation using Process Knowledge for Depression Triage on Reddit Posts | May 27, 2022 | HallucinationQuestion Generation | CodeCode Available | 1 |
| Generating Natural Language Proofs with Verifier-Guided Search | May 25, 2022 | Hallucinationvalid | CodeCode Available | 1 |
| FaithDial: A Faithful Benchmark for Information-Seeking Dialogue | Apr 22, 2022 | Dialogue GenerationHallucination | CodeCode Available | 1 |
| On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models? | Apr 17, 2022 | Hallucination | CodeCode Available | 1 |
| Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation | Apr 6, 2022 | Domain GeneralizationHallucination | CodeCode Available | 1 |
| High-resolution Face Swapping via Latent Semantics Disentanglement | Mar 30, 2022 | DisentanglementFace Swapping | CodeCode Available | 1 |
| Bridging the Data Gap between Training and Inference for Unsupervised Neural Machine Translation | Mar 16, 2022 | HallucinationMachine Translation | CodeCode Available | 1 |
| SIGMA: Semantic-complete Graph Matching for Domain Adaptive Object Detection | Mar 12, 2022 | Graph MatchingHallucination | CodeCode Available | 1 |
| Label Hallucination for Few-Shot Classification | Dec 6, 2021 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Hallucinated Neural Radiance Fields in the Wild | Nov 30, 2021 | HallucinationNeRF | CodeCode Available | 1 |
| EDFace-Celeb-1M: Benchmarking Face Hallucination with a Million-scale Dataset | Oct 11, 2021 | BenchmarkingFace Hallucination | CodeCode Available | 1 |
| Let there be a clock on the beach: Reducing Object Hallucination in Image Captioning | Oct 4, 2021 | HallucinationImage Captioning | CodeCode Available | 1 |
| Controllable Neural Dialogue Summarization with Personal Named Entity Planning | Sep 27, 2021 | dialogue summaryHallucination | CodeCode Available | 1 |
| Entity-Based Knowledge Conflicts in Question Answering | Sep 10, 2021 | HallucinationOut-of-Distribution Generalization | CodeCode Available | 1 |
| No-Reference Image Quality Assessment by Hallucinating Pristine Features | Aug 9, 2021 | DisentanglementHallucination | CodeCode Available | 1 |
| ADeLA: Automatic Dense Labeling with Attention for Viewpoint Adaptation in Semantic Segmentation | Jul 29, 2021 | Domain AdaptationHallucination | CodeCode Available | 1 |
| VidFace: A Full-Transformer Solver for Video FaceHallucination with Unaligned Tiny Snapshots | May 31, 2021 | Face HallucinationHallucination | CodeCode Available | 1 |
| Prevent the Language Model from being Overconfident in Neural Machine Translation | May 24, 2021 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation | Apr 18, 2021 | FormHallucination | CodeCode Available | 1 |
| Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding | Apr 17, 2021 | Hallucination | CodeCode Available | 1 |
| Simultaneous Face Hallucination and Translation for Thermal to Visible Face Verification using Axial-GAN | Apr 13, 2021 | Face HallucinationFace Verification | CodeCode Available | 1 |
| Entity-level Factual Consistency of Abstractive Text Summarization | Feb 18, 2021 | Abstractive Text SummarizationHallucination | CodeCode Available | 1 |
| HyperPocket: Generative Point Cloud Completion | Feb 11, 2021 | HallucinationObject Hallucination | CodeCode Available | 1 |
| Deep Learning-based Face Super-Resolution: A Survey | Jan 11, 2021 | Deep LearningFace Hallucination | CodeCode Available | 1 |
| Detecting Hallucinated Content in Conditional Neural Sequence Generation | Nov 5, 2020 | Abstractive Text SummarizationHallucination | CodeCode Available | 1 |
| BIGPrior: Towards Decoupling Learned Prior Hallucination and Data Fidelity in Image Restoration | Nov 3, 2020 | ColorizationDenoising | CodeCode Available | 1 |
| Face Hallucination via Split-Attention in Split-Attention Network | Oct 22, 2020 | Face DetectionFace Hallucination | CodeCode Available | 1 |
| NOH-NMS: Improving Pedestrian Detection by Nearby Objects Hallucination | Jul 27, 2020 | HallucinationObject Detection | CodeCode Available | 1 |
| On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation | May 7, 2020 | HallucinationMachine Translation | CodeCode Available | 1 |
| 3D Sketch-aware Semantic Scene Completion via Semi-supervised Structure Prior | Mar 31, 2020 | 3D Semantic Scene Completion3D Semantic Scene Completion from a single RGB image | CodeCode Available | 1 |
| Adversarial Feature Hallucination Networks for Few-Shot Learning | Mar 30, 2020 | Data AugmentationDiversity | CodeCode Available | 1 |
| BachGAN: High-Resolution Image Synthesis from Salient Object Layout | Mar 26, 2020 | Generative Adversarial NetworkHallucination | CodeCode Available | 1 |
| Context-Patch Face Hallucination Based on Thresholding Locality-constrained Representation and Reproducing Learning | Sep 3, 2018 | Face HallucinationHallucination | CodeCode Available | 1 |
| ByDeWay: Boost Your multimodal LLM with DEpth prompting in a Training-Free Way | Jul 11, 2025 | Depth EstimationHallucination | —Unverified | 0 |
