Collection by
18 days ago
18 days ago
Collections
Discover the best community collections!
Collections including paper arxiv:2410.02707
Collection by
15 days ago
15 days ago
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Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models
Paper • 2411.14257 • Published • 13 -
Distinguishing Ignorance from Error in LLM Hallucinations
Paper • 2410.22071 • Published -
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations
Paper • 2410.18860 • Published • 11 -
MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
Paper • 2410.11779 • Published • 26
Collection by
Oct 13, 2024
Oct 13, 2024
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LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
Paper • 2410.02707 • Published • 48 -
Differential Transformer
Paper • 2410.05258 • Published • 171 -
RevisEval: Improving LLM-as-a-Judge via Response-Adapted References
Paper • 2410.05193 • Published • 13 -
DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search
Paper • 2410.03864 • Published • 12
Collection by
Jan 27
Jan 27
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Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models
Paper • 2410.02740 • Published • 52 -
From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging
Paper • 2410.01215 • Published • 32 -
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models
Paper • 2409.17146 • Published • 108 -
EuroLLM: Multilingual Language Models for Europe
Paper • 2409.16235 • Published • 26
Collection by
Oct 8, 2024
Oct 8, 2024
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Training Language Models to Self-Correct via Reinforcement Learning
Paper • 2409.12917 • Published • 138 -
FactAlign: Long-form Factuality Alignment of Large Language Models
Paper • 2410.01691 • Published • 9 -
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
Paper • 2410.02707 • Published • 48 -
ECon: On the Detection and Resolution of Evidence Conflicts
Paper • 2410.04068 • Published
Collection by
11 days ago
11 days ago
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RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval
Paper • 2409.10516 • Published • 41 -
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse
Paper • 2409.11242 • Published • 7 -
Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models
Paper • 2409.11136 • Published • 23 -
On the Diagram of Thought
Paper • 2409.10038 • Published • 14
Collection by
about 1 month ago
about 1 month ago
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Mamba-YOLO-World: Marrying YOLO-World with Mamba for Open-Vocabulary Detection
Paper • 2409.08513 • Published • 14 -
Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale
Paper • 2409.08264 • Published • 45 -
Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
Paper • 2409.12191 • Published • 76 -
LLMs + Persona-Plug = Personalized LLMs
Paper • 2409.11901 • Published • 32
Collection by
Jan 27
Jan 27
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Towards a Unified View of Preference Learning for Large Language Models: A Survey
Paper • 2409.02795 • Published • 72 -
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct
Paper • 2409.05840 • Published • 48 -
OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs
Paper • 2409.05152 • Published • 32 -
Training Language Models to Self-Correct via Reinforcement Learning
Paper • 2409.12917 • Published • 138
Collection by
2 days ago
2 days ago
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PDFTriage: Question Answering over Long, Structured Documents
Paper • 2309.08872 • Published • 54 -
Adapting Large Language Models via Reading Comprehension
Paper • 2309.09530 • Published • 77 -
Table-GPT: Table-tuned GPT for Diverse Table Tasks
Paper • 2310.09263 • Published • 40 -
Context-Aware Meta-Learning
Paper • 2310.10971 • Published • 17
Collection by
Jan 16
Jan 16
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Not All Language Model Features Are Linear
Paper • 2405.14860 • Published • 41 -
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
Paper • 2410.02707 • Published • 48 -
RepVideo: Rethinking Cross-Layer Representation for Video Generation
Paper • 2501.08994 • Published • 15