Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks
Paper • 2204.07705 • Published • 2
Datasets
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Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering
Paper • 2308.13259 • Published • 2 -
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning
Paper • 2309.05653 • Published • 10 -
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models
Paper • 2309.12284 • Published • 19 -
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages
Paper • 2309.09400 • Published • 87 -
CommonCanvas: An Open Diffusion Model Trained with Creative-Commons Images
Paper • 2310.16825 • Published • 36 -
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
Paper • 2303.03915 • Published • 7 -
MADLAD-400: A Multilingual And Document-Level Large Audited Dataset
Paper • 2309.04662 • Published • 25 -
SlimPajama-DC: Understanding Data Combinations for LLM Training
Paper • 2309.10818 • Published • 11 -
Towards Effective Disambiguation for Machine Translation with Large Language Models
Paper • 2309.11668 • Published • 1 -
Improving Translation Faithfulness of Large Language Models via Augmenting Instructions
Paper • 2308.12674 • Published • 1 -
TinyStories: How Small Can Language Models Be and Still Speak Coherent English?
Paper • 2305.07759 • Published • 45 -
The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only
Paper • 2306.01116 • Published • 43 -
KoSBi: A Dataset for Mitigating Social Bias Risks Towards Safer Large Language Model Application
Paper • 2305.17701 • Published • 1 -
M^3IT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning
Paper • 2306.04387 • Published • 9 -
The Flan Collection: Designing Data and Methods for Effective Instruction Tuning
Paper • 2301.13688 • Published • 10 -
PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
Paper • 2306.05443 • Published • 3 -
NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages
Paper • 2309.10661 • Published • 1 -
The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation
Paper • 2305.06156 • Published • 2 -
Searching by Code: a New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets
Paper • 2305.11625 • Published • 1 -
MVP: Multi-task Supervised Pre-training for Natural Language Generation
Paper • 2206.12131 • Published • 1 -
The Data Provenance Initiative: A Large Scale Audit of Dataset Licensing & Attribution in AI
Paper • 2310.16787 • Published • 5 -
Language Models can be Logical Solvers
Paper • 2311.06158 • Published • 20 -
Do-Not-Answer: A Dataset for Evaluating Safeguards in LLMs
Paper • 2308.13387 • Published • 1 -
Skill-it! A Data-Driven Skills Framework for Understanding and Training Language Models
Paper • 2307.14430 • Published • 3 -
FACT: Learning Governing Abstractions Behind Integer Sequences
Paper • 2209.09543 • Published • 2 -
HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM
Paper • 2311.09528 • Published • 2 -
Source Prompt: Coordinated Pre-training of Language Models on Diverse Corpora from Multiple Sources
Paper • 2311.09732 • Published • 1 -
Sabiá: Portuguese Large Language Models
Paper • 2304.07880 • Published • 4 -
Generative AI for Math: Part I -- MathPile: A Billion-Token-Scale Pretraining Corpus for Math
Paper • 2312.17120 • Published • 28 -
COSMO: COntrastive Streamlined MultimOdal Model with Interleaved Pre-Training
Paper • 2401.00849 • Published • 17 -
Trusted Source Alignment in Large Language Models
Paper • 2311.06697 • Published • 12 -
HuggingFaceM4/WebSight
Viewer • Updated • 2.75M • 6.21k • 386 -
ChatQA: Building GPT-4 Level Conversational QA Models
Paper • 2401.10225 • Published • 36 -
Scientific and Creative Analogies in Pretrained Language Models
Paper • 2211.15268 • Published • 3 -
Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research
Paper • 2402.00159 • Published • 65 -
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning
Paper • 2402.06619 • Published • 57 -
StarCoder 2 and The Stack v2: The Next Generation
Paper • 2402.19173 • Published • 154 -
A Touch, Vision, and Language Dataset for Multimodal Alignment
Paper • 2402.13232 • Published • 16 -
GECTurk: Grammatical Error Correction and Detection Dataset for Turkish
Paper • 2309.11346 • Published -
WildChat: 1M ChatGPT Interaction Logs in the Wild
Paper • 2405.01470 • Published • 65 -
OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset
Paper • 2402.10176 • Published • 38 -
MS MARCO Web Search: a Large-scale Information-rich Web Dataset with Millions of Real Click Labels
Paper • 2405.07526 • Published • 21 -
MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens
Paper • 2406.11271 • Published • 21 -
XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning
Paper • 2406.08973 • Published • 89 -
DataComp-LM: In search of the next generation of training sets for language models
Paper • 2406.11794 • Published • 55 -
PIN: A Knowledge-Intensive Dataset for Paired and Interleaved Multimodal Documents
Paper • 2406.13923 • Published • 25 -
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages
Paper • 2305.12182 • Published • 1