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Large Language Models

9,067 papers

Papers per year

Papers

Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator NIPS 2023
LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark NIPS 2023
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense NIPS 2023
Emergent and Predictable Memorization in Large Language Models NIPS 2023
Mind2Web: Towards a Generalist Agent for the Web NIPS 2023
LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day NIPS 2023
The Quantization Model of Neural Scaling NIPS 2023
Schema-learning and rebinding as mechanisms of in-context learning and emergence NIPS 2023
Statistical Knowledge Assessment for Large Language Models NIPS 2023
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback NIPS 2023
SpecTr: Fast Speculative Decoding via Optimal Transport NIPS 2023
Large Language Models can Implement Policy Iteration NIPS 2023
Parsel🐍: Algorithmic Reasoning with Language Models by Composing Decompositions NIPS 2023
HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models NIPS 2023
Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks NIPS 2023
PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance NIPS 2023
Describe, Explain, Plan and Select: Interactive Planning with LLMs Enables Open-World Multi-Task Agents NIPS 2023
H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models NIPS 2023
Visual Instruction Tuning NIPS 2023
Extensible Prompts for Language Models on Zero-shot Language Style Customization NIPS 2023
Skill-it! A data-driven skills framework for understanding and training language models NIPS 2023
Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization NIPS 2023
Deductive Verification of Chain-of-Thought Reasoning NIPS 2023
Collaborative Alignment of NLP Models NIPS 2023
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents NIPS 2023