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Hallucination

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TitleStatusHype
Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking—0
Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection—0
Thutmose Tagger: Single-pass neural model for Inverse Text Normalization—0
Tianyi: A Traditional Chinese Medicine all-rounder language model and its Real-World Clinical Practice—0
TLDR: Token-Level Detective Reward Model for Large Vision Language Models—0
TN-Eval: Rubric and Evaluation Protocols for Measuring the Quality of Behavioral Therapy Notes—0
Token Preference Optimization with Self-Calibrated Visual-Anchored Rewards for Hallucination Mitigation—0
Tomographic Foundation Model -- FORCE: Flow-Oriented Reconstruction Conditioning Engine—0
Comprehensive Evaluation of Large Language Models for Topic Modeling—0
Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach—0
Toward Robust Hyper-Detailed Image Captioning: A Multiagent Approach and Dual Evaluation Metrics for Factuality and Coverage—0
Towards Analyzing and Mitigating Sycophancy in Large Vision-Language Models—0
Towards a Reliable Offline Personal AI Assistant for Long Duration Spaceflight—0
CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks—0
Towards Clinical Encounter Summarization: Learning to Compose Discharge Summaries from Prior Notes—0
Towards Detecting LLMs Hallucination via Markov Chain-based Multi-agent Debate Framework—0
Towards Mitigating Hallucination in Large Language Models via Self-Reflection—0
Towards Multi-Source Retrieval-Augmented Generation via Synergizing Reasoning and Preference-Driven Retrieval—0
Towards Omnidirectional Reasoning with 360-R1: A Dataset, Benchmark, and GRPO-based Method—0
Towards reducing hallucination in extracting information from financial reports using Large Language Models—0
Towards Reliable Medical Question Answering: Techniques and Challenges in Mitigating Hallucinations in Language Models—0
Towards Robust Evaluation of STEM Education: Leveraging MLLMs in Project-Based Learning—0
Towards Trustable Language Models: Investigating Information Quality of Large Language Models—0
Towards Understanding Text Hallucination of Diffusion Models via Local Generation Bias—0
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection—0
Toxicity in Multilingual Machine Translation at Scale—0
TPC: Cross-Temporal Prediction Connection for Vision-Language Model Hallucination Reduction—0
Trading off Consistency and Dimensionality of Convex Surrogates for the Mode—0
Training Dynamics for Text Summarization Models—0
Training Dynamics for Text Summarization Models—0
Training Language Models on the Knowledge Graph: Insights on Hallucinations and Their Detectability—0
Transferring Knowledge from Vision to Language: How to Achieve it and how to Measure it?—0
Transforming Sequence Tagging Into A Seq2Seq Task—0
Trapping LLM Hallucinations Using Tagged Context Prompts—0
Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack—0
Triggering Hallucinations in LLMs: A Quantitative Study of Prompt-Induced Hallucination in Large Language Models—0
TrumorGPT: Graph-Based Retrieval-Augmented Large Language Model for Fact-Checking—0
Trustful LLMs: Customizing and Grounding Text Generation with Knowledge Bases and Dual Decoders—0
TRUST -- Transformer-Driven U-Net for Sparse Target Recovery—0
TruthFlow: Truthful LLM Generation via Representation Flow Correction—0
Tuning-Free Accountable Intervention for LLM Deployment -- A Metacognitive Approach—0
Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study—0
Uncertainty-Aware Attention Heads: Efficient Unsupervised Uncertainty Quantification for LLMs—0
Uncertainty-Aware Fusion: An Ensemble Framework for Mitigating Hallucinations in Large Language Models—0
Uncertainty Aware Review Hallucination for Science Article Classification—0
Uncertainty-o: One Model-agnostic Framework for Unveiling Uncertainty in Large Multimodal Models—0
UNCLE: Uncertainty Expressions in Long-Form Generation—0
Understanding Alignment in Multimodal LLMs: A Comprehensive Study—0
Understanding and predicting user dissatisfaction in a neural generative chatbot—0
Understanding Your Agent: Leveraging Large Language Models for Behavior Explanation—0
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