LMDX: Language Model-based Document Information Extraction and Localization
Paper
• 2309.10952 • Published
• 67
Papers
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LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
Paper • 2309.12307 • Published • 90 -
A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models
Paper • 2309.11674 • Published • 33 -
Boolformer: Symbolic Regression of Logic Functions with Transformers
Paper • 2309.12207 • Published • 11 -
GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction
Paper • 2305.18752 • Published • 5 -
SCREWS: A Modular Framework for Reasoning with Revisions
Paper • 2309.13075 • Published • 18 -
Calibrating LLM-Based Evaluator
Paper • 2309.13308 • Published • 12 -
Exploring Large Language Models' Cognitive Moral Development through Defining Issues Test
Paper • 2309.13356 • Published • 38 -
Aligning Large Multimodal Models with Factually Augmented RLHF
Paper • 2309.14525 • Published • 32 -
Efficient Post-training Quantization with FP8 Formats
Paper • 2309.14592 • Published • 11 -
Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models
Paper • 2309.15098 • Published • 7 -
Finite Scalar Quantization: VQ-VAE Made Simple
Paper • 2309.15505 • Published • 24 -
Evaluating Cognitive Maps and Planning in Large Language Models with CogEval
Paper • 2309.15129 • Published • 7 -
LD-ZNet: A Latent Diffusion Approach for Text-Based Image Segmentation
Paper • 2303.12343 • Published • 2 -
Enable Language Models to Implicitly Learn Self-Improvement From Data
Paper • 2310.00898 • Published • 24 -
Efficient Streaming Language Models with Attention Sinks
Paper • 2309.17453 • Published • 14 -
Multimodal Analogical Reasoning over Knowledge Graphs
Paper • 2210.00312 • Published • 2 -
Large Language Models Cannot Self-Correct Reasoning Yet
Paper • 2310.01798 • Published • 36 -
Large Language Models as Analogical Reasoners
Paper • 2310.01714 • Published • 16 -
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules
Paper • 2310.08992 • Published • 12 -
In-Context Pretraining: Language Modeling Beyond Document Boundaries
Paper • 2310.10638 • Published • 30