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Collections including paper arxiv:2412.14689

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

about 15 hours ago

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18 • 145
Orion-14B: Open-source Multilingual Large Language Models

Paper • 2401.12246 • Published Jan 20 • 12
MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24 • 52
MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24 • 45

Position Papers

How to Synthesize Text Data without Model Collapse?

Paper • 2412.14689 • Published 6 days ago • 45
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks

Paper • 2412.14161 • Published 7 days ago • 43
Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces

Paper • 2412.14171 • Published 7 days ago • 22
The Open Source Advantage in Large Language Models (LLMs)

Paper • 2412.12004 • Published 9 days ago • 9

How to Synthesize Text Data without Model Collapse?

Paper • 2412.14689 • Published 6 days ago • 45
SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator

Paper • 2412.12094 • Published 9 days ago • 10

VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation

Paper • 2412.10704 • Published 11 days ago • 14
How to Synthesize Text Data without Model Collapse?

Paper • 2412.14689 • Published 6 days ago • 45

Data and other things

MegaPairs: Massive Data Synthesis For Universal Multimodal Retrieval

Paper • 2412.14475 • Published 7 days ago • 51
How to Synthesize Text Data without Model Collapse?

Paper • 2412.14689 • Published 6 days ago • 45

How to Synthesize Text Data without Model Collapse?

Paper • 2412.14689 • Published 6 days ago • 45

MIT-10M: A Large Scale Parallel Corpus of Multilingual Image Translation

Paper • 2412.07147 • Published 16 days ago • 5
Grounding Descriptions in Images informs Zero-Shot Visual Recognition

Paper • 2412.04429 • Published 20 days ago
Exploring Multi-Grained Concept Annotations for Multimodal Large Language Models

Paper • 2412.05939 • Published 17 days ago • 12
Euclid: Supercharging Multimodal LLMs with Synthetic High-Fidelity Visual Descriptions

Paper • 2412.08737 • Published 14 days ago • 51

Evaluating Language Models as Synthetic Data Generators

Paper • 2412.03679 • Published 21 days ago • 43
Smaller Language Models Are Better Instruction Evolvers

Paper • 2412.11231 • Published 10 days ago • 24
How to Synthesize Text Data without Model Collapse?

Paper • 2412.14689 • Published 6 days ago • 45

about 5 hours ago

Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering

Paper • 2411.11504 • Published Nov 18 • 19
Top-nσ: Not All Logits Are You Need

Paper • 2411.07641 • Published Nov 12 • 18
Adaptive Decoding via Latent Preference Optimization

Paper • 2411.09661 • Published Nov 14 • 10
When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training

Paper • 2411.13476 • Published Nov 20 • 15

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