Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
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2409.04109
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Published
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34
Jinyeong Kim
rubatoyeong
AI & ML interests
None yet
Organizations
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rubatoyeong's activity
upvoted
3
papers
5 days ago
upvoted
a
paper
6 days ago
upvoted
a
paper
11 days ago
upvoted
5
papers
12 days ago
FrozenSeg: Harmonizing Frozen Foundation Models for Open-Vocabulary Segmentation
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2409.03525
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Published
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11
mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding
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2409.03420
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Published
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23
Attention Heads of Large Language Models: A Survey
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2409.03752
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Published
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83
MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark
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2409.02813
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Published
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27
LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture
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2409.02889
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Published
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53
upvoted
3
papers
13 days ago
upvoted
2
papers
18 days ago
upvoted
2
papers
19 days ago
upvoted
3
papers
22 days ago
HiRED: Attention-Guided Token Dropping for Efficient Inference of High-Resolution Vision-Language Models in Resource-Constrained Environments
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2408.10945
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Published
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6
MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
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2408.13257
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Published
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25
Building and better understanding vision-language models: insights and future directions
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2408.12637
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Published
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109
upvoted
a
paper
23 days ago
upvoted
2
papers
26 days ago
upvoted
a
paper
27 days ago
upvoted
2
papers
29 days ago
upvoted
16
papers
about 1 month ago
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
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2408.07055
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Published
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65
Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers
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2408.06195
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Published
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53
Med42-v2: A Suite of Clinical LLMs
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2408.06142
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Published
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50
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
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2408.06292
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Published
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114
UniBench: Visual Reasoning Requires Rethinking Vision-Language Beyond Scaling
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2408.04810
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Published
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22
Gemma Scope: Open Sparse Autoencoders Everywhere All At Once on Gemma 2
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2408.05147
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Published
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36
mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models
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2408.04840
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Published
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30
VITA: Towards Open-Source Interactive Omni Multimodal LLM
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2408.05211
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Published
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46
EXAONE 3.0 7.8B Instruction Tuned Language Model
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2408.03541
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Published
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32
GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI
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2408.03361
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Published
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85
Transformer Explainer: Interactive Learning of Text-Generative Models
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2408.04619
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Published
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152
Self-Taught Evaluators
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2408.02666
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Published
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21
MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models
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2408.02718
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Published
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60
LLaVA-OneVision: Easy Visual Task Transfer
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2408.03326
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Published
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58
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine
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2408.02900
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Published
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25
Medical SAM 2: Segment medical images as video via Segment Anything Model 2
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2408.00874
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Published
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40
upvoted
18
papers
about 2 months ago
Gemma 2: Improving Open Language Models at a Practical Size
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2408.00118
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Published
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73
SAM 2: Segment Anything in Images and Videos
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2408.00714
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Published
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103
MoMa: Efficient Early-Fusion Pre-training with Mixture of Modality-Aware Experts
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2407.21770
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Published
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19
The Llama 3 Herd of Models
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2407.21783
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Published
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101
Visual Riddles: a Commonsense and World Knowledge Challenge for Large Vision and Language Models
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2407.19474
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Published
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22
Diffusion Feedback Helps CLIP See Better
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2407.20171
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Published
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34
TextGrad: Automatic "Differentiation" via Text
Paper
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2406.07496
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Published
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26
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding
Paper
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2406.19389
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Published
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52
HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
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2406.19280
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Published
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59
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models
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2407.05131
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Published
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23
Unveiling Encoder-Free Vision-Language Models
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2406.11832
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Published
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49
Understanding Visual Feature Reliance through the Lens of Complexity
Paper
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2407.06076
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Published
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5
Multi-Object Hallucination in Vision-Language Models
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2407.06192
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Published
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9
VILA^2: VILA Augmented VILA
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2407.17453
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Published
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38
Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps
Paper
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2407.07071
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Published
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11
Vision language models are blind
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2407.06581
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Published
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80
LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models
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2407.07895
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Published
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40
PaliGemma: A versatile 3B VLM for transfer
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2407.07726
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Published
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64