Generate, but Verify: Reducing Hallucination in Vision-Language Models with Retrospective Resampling
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2504.13169
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38
Chih-Kai Yang
zenyn
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about 9 hours ago
Generate, but Verify: Reducing Hallucination in Vision-Language Models
with Retrospective Resampling
upvoted
a
paper
about 9 hours ago
Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through
the Lens of Internal Representations
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a
paper
about 9 hours ago
Could Thinking Multilingually Empower LLM Reasoning?
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zenyn's activity
upvoted
5
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about 9 hours ago
Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations
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2504.13816
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14
Could Thinking Multilingually Empower LLM Reasoning?
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2504.11833
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23
EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models
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2504.15133
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13
LeetCodeDataset: A Temporal Dataset for Robust Evaluation and Efficient Training of Code LLMs
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2504.14655
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12
upvoted
12
papers
5 days ago
Hogwild! Inference: Parallel LLM Generation via Concurrent Attention
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2504.06261
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103
A Sober Look at Progress in Language Model Reasoning: Pitfalls and Paths to Reproducibility
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2504.07086
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20
Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?
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2504.06514
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39
OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens
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2504.07096
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73
MM-IFEngine: Towards Multimodal Instruction Following
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2504.07957
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34
DeepSeek-R1 Thoughtology: Let's <think> about LLM Reasoning
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2504.07128
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82
SAEs Can Improve Unlearning: Dynamic Sparse Autoencoder Guardrails for Precision Unlearning in LLMs
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2504.08192
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4
Do PhD-level LLMs Truly Grasp Elementary Addition? Probing Rule Learning vs. Memorization in Large Language Models
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2504.05262
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11
Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning
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2504.08672
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53
How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients
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2504.10766
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39
ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness
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2504.10514
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45
SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning
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2504.09081
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16
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