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Collections including paper arxiv:2412.13663

Bringing BERT into modernity via both architecture changes and scaling

answerdotai/ModernBERT-base

Fill-Mask • Updated 4 days ago • 44.2k • 526
answerdotai/ModernBERT-large

Fill-Mask • Updated 4 days ago • 16.7k • 257
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published 12 days ago • 111

Paper - Multimodal

Paper related to Multimodal Model - Research for a : Modular, Multimodal, Multi-Stream, Mixture of Expert, Universal Transformer, Matryoshka embedding

Flowing from Words to Pixels: A Framework for Cross-Modality Evolution

Paper • 2412.15213 • Published 11 days ago • 25
No More Adam: Learning Rate Scaling at Initialization is All You Need

Paper • 2412.11768 • Published 14 days ago • 41
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published 12 days ago • 111
Autoregressive Video Generation without Vector Quantization

Paper • 2412.14169 • Published 12 days ago • 13

Large Language Model (LLM) and NLP related papers.

LoRA+: Efficient Low Rank Adaptation of Large Models

Paper • 2402.12354 • Published Feb 19 • 6
The FinBen: An Holistic Financial Benchmark for Large Language Models

Paper • 2402.12659 • Published Feb 20 • 17
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Paper • 2402.13249 • Published Feb 20 • 11
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10 • 66

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published 12 days ago • 111

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published 12 days ago • 111

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published 12 days ago • 111

Decoder transformers as metric

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published 12 days ago • 111

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published 12 days ago • 111
A Survey of Small Language Models

Paper • 2410.20011 • Published Oct 25 • 40
No More Adam: Learning Rate Scaling at Initialization is All You Need

Paper • 2412.11768 • Published 14 days ago • 41

Text Classification

LLM Teacher-Student Framework for Text Classification With No Manually Annotated Data: A Case Study in IPTC News Topic Classification

Paper • 2411.19638 • Published about 1 month ago • 6
Word Sense Linking: Disambiguating Outside the Sandbox

Paper • 2412.09370 • Published 18 days ago • 8
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published 12 days ago • 111
Qwen2.5 Technical Report

Paper • 2412.15115 • Published 11 days ago • 330

Papers - Text - Encoders - DeBERTa

BERTs are Generative In-Context Learners

Paper • 2406.04823 • Published Jun 7 • 1
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published 12 days ago • 111

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