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Hallucination

Papers

Showing 851900 of 1816 papers

TitleStatusHype
DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models0
Insights into Classifying and Mitigating LLMs' Hallucinations0
Insights from Verification: Training a Verilog Generation LLM with Reinforcement Learning with Testbench Feedback0
Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs0
Anatomy of Industrial Scale Multilingual ASR0
A Debate-Driven Experiment on LLM Hallucinations and Accuracy0
Ingest-And-Ground: Dispelling Hallucinations from Continually-Pretrained LLMs with RAG0
Developing a Reliable, Fast, General-Purpose Hallucination Detection and Mitigation Service0
Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue0
Inertial Hallucinations -- When Wearable Inertial Devices Start Seeing Things0
LLMAuditor: A Framework for Auditing Large Language Models Using Human-in-the-Loop0
Incremental Scene Synthesis0
Improving Whisper's Recognition Performance for Under-Represented Language Kazakh Leveraging Unpaired Speech and Text0
Detection and Mitigation of Hallucination in Large Reasoning Models: A Mechanistic Perspective0
An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering0
Instance-level Facial Attributes Transfer with Geometry-Aware Flow0
Improving the Reliability of LLMs: Combining CoT, RAG, Self-Consistency, and Self-Verification0
Improving the Reliability of Large Language Models by Leveraging Uncertainty-Aware In-Context Learning0
Detecting LLM Hallucination Through Layer-wise Information Deficiency: Analysis of Unanswerable Questions and Ambiguous Prompts0
Improving Scientific Hypothesis Generation with Knowledge Grounded Large Language Models0
Detecting LLM Fact-conflicting Hallucinations Enhanced by Temporal-logic-based Reasoning0
Internal and External Knowledge Interactive Refinement Framework for Knowledge-Intensive Question Answering0
Improving RNN-Transducers with Acoustic LookAhead0
Interpretable Zero-shot Learning with Infinite Class Concepts0
Improving Reliability and Explainability of Medical Question Answering through Atomic Fact Checking in Retrieval-Augmented LLMs0
Detecting Hallucinations in Virtual Histology with Neural Precursors0
Long-Form Speech Translation through Segmentation with Finite-State Decoding Constraints on Large Language Models0
Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection0
Detecting Hallucination and Coverage Errors in Retrieval Augmented Generation for Controversial Topics0
Benchmarking Retrieval-Augmented Large Language Models in Biomedical NLP: Application, Robustness, and Self-Awareness0
Addressing Image Hallucination in Text-to-Image Generation through Factual Image Retrieval0
Improving Factuality with Explicit Working Memory0
Improving Assessment of Tutoring Practices using Retrieval-Augmented Generation0
Investigating the Role of Prompting and External Tools in Hallucination Rates of Large Language Models0
Improved Single Camera BEV Perception Using Multi-Camera Training0
IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing0
Improved Beam Search for Hallucination Mitigation in Abstractive Summarization0
Improbable Bigrams Expose Vulnerabilities of Incomplete Tokens in Byte-Level Tokenizers0
(Im)possibility of Automated Hallucination Detection in Large Language Models0
Iter-AHMCL: Alleviate Hallucination for Large Language Model via Iterative Model-level Contrastive Learning0
Detecting Buggy Contracts via Smart Testing0
Importing Phantoms: Measuring LLM Package Hallucination Vulnerabilities0
It's About Time: Incorporating Temporality in Retrieval Augmented Language Models0
``I've Seen Things You People Wouldn't Believe'': Hallucinating Entities in GuessWhat?!0
Detecting and Evaluating Medical Hallucinations in Large Vision Language Models0
IllusionBench: A Large-scale and Comprehensive Benchmark for Visual Illusion Understanding in Vision-Language Models0
IERL: Interpretable Ensemble Representation Learning -- Combining CrowdSourced Knowledge and Distributed Semantic Representations0
Identity-Preserving Pose-Robust Face Hallucination Through Face Subspace Prior0
Designing a Symbolic Intermediate Representation for Neural Surface Realization0
Depth-based Privileged Information for Boosting 3D Human Pose Estimation on RGB0
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