MS MARCO Web Search: a Large-scale Information-rich Web Dataset with Millions of Real Click Labels
Paper • 2405.07526 • Published • 21
datasets
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Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach
Paper • 2405.15613 • Published • 17 -
A Touch, Vision, and Language Dataset for Multimodal Alignment
Paper • 2402.13232 • Published • 16 -
How Do Large Language Models Acquire Factual Knowledge During Pretraining?
Paper • 2406.11813 • Published • 31 -
DataComp-LM: In search of the next generation of training sets for language models
Paper • 2406.11794 • Published • 55 -
MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs
Paper • 2406.11833 • Published • 62 -
From Pixels to Prose: A Large Dataset of Dense Image Captions
Paper • 2406.10328 • Published • 18 -
MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens
Paper • 2406.11271 • Published • 22 -
StableSemantics: A Synthetic Language-Vision Dataset of Semantic Representations in Naturalistic Images
Paper • 2406.13735 • Published • 6 -
Stylebreeder: Exploring and Democratizing Artistic Styles through Text-to-Image Models
Paper • 2406.14599 • Published • 17 -
Scaling Synthetic Data Creation with 1,000,000,000 Personas
Paper • 2406.20094 • Published • 107 -
Arboretum: A Large Multimodal Dataset Enabling AI for Biodiversity
Paper • 2406.17720 • Published • 8 -
OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation
Paper • 2407.02371 • Published • 55 -
TabReD: A Benchmark of Tabular Machine Learning in-the-Wild
Paper • 2406.19380 • Published • 49 -
Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge
Paper • 2407.03958 • Published • 21 -
MiraData: A Large-Scale Video Dataset with Long Durations and Structured Captions
Paper • 2407.06358 • Published • 19 -
Ref-AVS: Refer and Segment Objects in Audio-Visual Scenes
Paper • 2407.10957 • Published • 24 -
YouTube-SL-25: A Large-Scale, Open-Domain Multilingual Sign Language Parallel Corpus
Paper • 2407.11144 • Published • 10 -
Visual Text Generation in the Wild
Paper • 2407.14138 • Published • 9 -
VolDoGer: LLM-assisted Datasets for Domain Generalization in Vision-Language Tasks
Paper • 2407.19795 • Published • 11 -
Sentence-wise Speech Summarization: Task, Datasets, and End-to-End Modeling with LM Knowledge Distillation
Paper • 2408.00205 • Published • 5 -
VidGen-1M: A Large-Scale Dataset for Text-to-video Generation
Paper • 2408.02629 • Published • 15 -
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine
Paper • 2408.02900 • Published • 31 -
Diffusion Models as Data Mining Tools
Paper • 2408.02752 • Published • 15 -
Speech-MASSIVE: A Multilingual Speech Dataset for SLU and Beyond
Paper • 2408.03900 • Published • 10 -
Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models
Paper • 2408.04594 • Published • 14 -
VGGHeads: A Large-Scale Synthetic Dataset for 3D Human Heads
Paper • 2407.18245 • Published • 12 -
MovieSum: An Abstractive Summarization Dataset for Movie Screenplays
Paper • 2408.06281 • Published • 9 -
InfinityMATH: A Scalable Instruction Tuning Dataset in Programmatic Mathematical Reasoning
Paper • 2408.07089 • Published • 14 -
DeepSpeak Dataset v1.0
Paper • 2408.05366 • Published • 14 -
D5RL: Diverse Datasets for Data-Driven Deep Reinforcement Learning
Paper • 2408.08441 • Published • 8 -
VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images
Paper • 2408.16176 • Published • 8 -
ClimDetect: A Benchmark Dataset for Climate Change Detection and Attribution
Paper • 2408.15993 • Published • 8 -
Kvasir-VQA: A Text-Image Pair GI Tract Dataset
Paper • 2409.01437 • Published • 71 -
The MERIT Dataset: Modelling and Efficiently Rendering Interpretable Transcripts
Paper • 2409.00447 • Published • 3 -
HumanVid: Demystifying Training Data for Camera-controllable Human Image Animation
Paper • 2407.17438 • Published • 26 -
TIP-I2V: A Million-Scale Real Text and Image Prompt Dataset for Image-to-Video Generation
Paper • 2411.04709 • Published • 27 -
Improving the detection of technical debt in Java source code with an enriched dataset
Paper • 2411.05457 • Published • 2 -
GitChameleon: Unmasking the Version-Switching Capabilities of Code Generation Models
Paper • 2411.05830 • Published • 21 -
BLIP3-KALE: Knowledge Augmented Large-Scale Dense Captions
Paper • 2411.07461 • Published • 23 -
EgoVid-5M: A Large-Scale Video-Action Dataset for Egocentric Video Generation
Paper • 2411.08380 • Published • 25 -
RedPajama: an Open Dataset for Training Large Language Models
Paper • 2411.12372 • Published • 58 -
VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection
Paper • 2411.14794 • Published • 13 -
VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by Video Spatiotemporal Augmentation
Paper • 2412.00927 • Published • 29 -
VisOnlyQA: Large Vision Language Models Still Struggle with Visual Perception of Geometric Information
Paper • 2412.00947 • Published • 8 -
Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation
Paper • 2412.03304 • Published • 20 -
HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing
Paper • 2412.04280 • Published • 13 -
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale
Paper • 2412.05237 • Published • 46 -
BigDocs: An Open and Permissively-Licensed Dataset for Training Multimodal Models on Document and Code Tasks
Paper • 2412.04626 • Published • 14 -
LAION-SG: An Enhanced Large-Scale Dataset for Training Complex Image-Text Models with Structural Annotations
Paper • 2412.08580 • Published • 45 -
MIT-10M: A Large Scale Parallel Corpus of Multilingual Image Translation
Paper • 2412.07147 • Published • 5 -
VisionArena: 230K Real World User-VLM Conversations with Preference Labels
Paper • 2412.08687 • Published • 13 -
OpenCSG Chinese Corpus: A Series of High-quality Chinese Datasets for LLM Training
Paper • 2501.08197 • Published • 9 -
The Heap: A Contamination-Free Multilingual Code Dataset for Evaluating Large Language Models
Paper • 2501.09653 • Published • 12 -
Emilia: A Large-Scale, Extensive, Multilingual, and Diverse Dataset for Speech Generation
Paper • 2501.15907 • Published • 18 -
OpenCharacter: Training Customizable Role-Playing LLMs with Large-Scale Synthetic Personas
Paper • 2501.15427 • Published • 6 -
WILDCHAT-50M: A Deep Dive Into the Role of Synthetic Data in Post-Training
Paper • 2501.18511 • Published • 20 -
COCONut-PanCap: Joint Panoptic Segmentation and Grounded Captions for Fine-Grained Understanding and Generation
Paper • 2502.02589 • Published • 9 -
Generating Multi-Image Synthetic Data for Text-to-Image Customization
Paper • 2502.01720 • Published • 8 -
Expect the Unexpected: FailSafe Long Context QA for Finance
Paper • 2502.06329 • Published • 133 -
TextAtlas5M: A Large-scale Dataset for Dense Text Image Generation
Paper • 2502.07870 • Published • 45 -
MM-RLHF: The Next Step Forward in Multimodal LLM Alignment
Paper • 2502.10391 • Published • 34 -
REALTALK: A 21-Day Real-World Dataset for Long-Term Conversation
Paper • 2502.13270 • Published • 6 -
Audio-FLAN: A Preliminary Release
Paper • 2502.16584 • Published • 36 -
VideoUFO: A Million-Scale User-Focused Dataset for Text-to-Video Generation
Paper • 2503.01739 • Published • 9 -
Qilin: A Multimodal Information Retrieval Dataset with APP-level User Sessions
Paper • 2503.00501 • Published • 12 -
KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding
Paper • 2503.02951 • Published • 34 -
Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia
Paper • 2503.07920 • Published • 101 -
CineBrain: A Large-Scale Multi-Modal Brain Dataset During Naturalistic Audiovisual Narrative Processing
Paper • 2503.06940 • Published • 11 -
DropletVideo: A Dataset and Approach to Explore Integral Spatio-Temporal Consistent Video Generation
Paper • 2503.06053 • Published • 138 -
ELTEX: A Framework for Domain-Driven Synthetic Data Generation
Paper • 2503.15055 • Published • 6 -
TeleAntiFraud-28k: A Audio-Text Slow-Thinking Dataset for Telecom Fraud Detection
Paper • 2503.24115 • Published • 11 -
LiveVQA: Live Visual Knowledge Seeking
Paper • 2504.05288 • Published • 15 -
COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values
Paper • 2504.05535 • Published • 44 -
DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning
Paper • 2504.11456 • Published • 12 -
SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning
Paper • 2504.09081 • Published • 16 -
CLIMB: CLustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training
Paper • 2504.13161 • Published • 98 -
MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space
Paper • 2504.13835 • Published • 38 -
LeetCodeDataset: A Temporal Dataset for Robust Evaluation and Efficient Training of Code LLMs
Paper • 2504.14655 • Published • 21 -
QuaDMix: Quality-Diversity Balanced Data Selection for Efficient LLM Pretraining
Paper • 2504.16511 • Published • 23 -
Dynamic Camera Poses and Where to Find Them
Paper • 2504.17788 • Published • 6 -
R&B: Domain Regrouping and Data Mixture Balancing for Efficient Foundation Model Training
Paper • 2505.00358 • Published • 26 -
PrismLayers: Open Data for High-Quality Multi-Layer Transparent Image Generative Models
Paper • 2505.22523 • Published • 7 -
Large Language Models for Data Synthesis
Paper • 2505.14752 • Published • 49 -
SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis
Paper • 2506.02096 • Published • 52 -
One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL
Paper • 2506.02338 • Published • 5 -
The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text
Paper • 2506.05209 • Published • 61 -
Peer-Ranked Precision: Creating a Foundational Dataset for Fine-Tuning Vision Models from DataSeeds' Annotated Imagery
Paper • 2506.05673 • Published • 10 -
CCI4.0: A Bilingual Pretraining Dataset for Enhancing Reasoning in Large Language Models
Paper • 2506.07463 • Published • 12 -
Sekai: A Video Dataset towards World Exploration
Paper • 2506.15675 • Published • 66 -
Phantom-Data : Towards a General Subject-Consistent Video Generation Dataset
Paper • 2506.18851 • Published • 30 -
ShareGPT-4o-Image: Aligning Multimodal Models with GPT-4o-Level Image Generation
Paper • 2506.18095 • Published • 66 -
BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset
Paper • 2507.03483 • Published • 24 -
Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents
Paper • 2507.04009 • Published • 55 -
Go to Zero: Towards Zero-shot Motion Generation with Million-scale Data
Paper • 2507.07095 • Published • 56 -
SpeakerVid-5M: A Large-Scale High-Quality Dataset for Audio-Visual Dyadic Interactive Human Generation
Paper • 2507.09862 • Published • 51 -
A Data-Centric Framework for Addressing Phonetic and Prosodic Challenges in Russian Speech Generative Models
Paper • 2507.13563 • Published • 53 -
MegaScience: Pushing the Frontiers of Post-Training Datasets for Science Reasoning
Paper • 2507.16812 • Published • 64 -
Zebra-CoT: A Dataset for Interleaved Vision Language Reasoning
Paper • 2507.16746 • Published • 35 -
Multi-human Interactive Talking Dataset
Paper • 2508.03050 • Published • 10 -
VeriGUI: Verifiable Long-Chain GUI Dataset
Paper • 2508.04026 • Published • 164 -
FACTORY: A Challenging Human-Verified Prompt Set for Long-Form Factuality
Paper • 2508.00109 • Published • 4 -
Speech-to-LaTeX: New Models and Datasets for Converting Spoken Equations and Sentences
Paper • 2508.03542 • Published • 6 -
Echo-4o: Harnessing the Power of GPT-4o Synthetic Images for Improved Image Generation
Paper • 2508.09987 • Published • 25 -
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
Paper • 2508.21148 • Published • 142 -
TalkVid: A Large-Scale Diversified Dataset for Audio-Driven Talking Head Synthesis
Paper • 2508.13618 • Published • 19 -
Inverse IFEval: Can LLMs Unlearn Stubborn Training Conventions to Follow Real Instructions?
Paper • 2509.04292 • Published • 58 -
Reverse-Engineered Reasoning for Open-Ended Generation
Paper • 2509.06160 • Published • 151 -
FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark
Paper • 2509.09680 • Published • 44 -
SpatialVID: A Large-Scale Video Dataset with Spatial Annotations
Paper • 2509.09676 • Published • 35 -
OmniWorld: A Multi-Domain and Multi-Modal Dataset for 4D World Modeling
Paper • 2509.12201 • Published • 107 -
PersonaX: Multimodal Datasets with LLM-Inferred Behavior Traits
Paper • 2509.11362 • Published • 5 -
MultiEdit: Advancing Instruction-based Image Editing on Diverse and Challenging Tasks
Paper • 2509.14638 • Published • 15 -
Scaling Instruction-Based Video Editing with a High-Quality Synthetic Dataset
Paper • 2510.15742 • Published • 52 -
Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editing
Paper • 2510.19808 • Published • 30 -
FineVision: Open Data Is All You Need
Paper • 2510.17269 • Published • 80 -
Fine-T2I: An Open, Large-Scale, and Diverse Dataset for High-Quality T2I Fine-Tuning
Paper • 2602.09439 • Published • 13