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Large Language Models

9,067 papers

Papers per year

Papers

Cheaply Estimating Inference Efficiency Metrics for Autoregressive Transformer Models NIPS 2023
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Models to Pre-trained Machine Reader NIPS 2023
Toolformer: Language Models Can Teach Themselves to Use Tools NIPS 2023
ANPL: Towards Natural Programming with Interactive Decomposition NIPS 2023
Evaluating Cognitive Maps and Planning in Large Language Models with CogEval NIPS 2023
Thrust: Adaptively Propels Large Language Models with External Knowledge NIPS 2023
Faith and Fate: Limits of Transformers on Compositionality NIPS 2023
Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective NIPS 2023
GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction NIPS 2023
Language Is Not All You Need: Aligning Perception with Language Models NIPS 2023
Training Chain-of-Thought via Latent-Variable Inference NIPS 2023
Setting the Trap: Capturing and Defeating Backdoors in Pretrained Language Models through Honeypots NIPS 2023
Augmenting Language Models with Long-Term Memory NIPS 2023
How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources NIPS 2023
Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting NIPS 2023
Language Models Meet World Models: Embodied Experiences Enhance Language Models NIPS 2023
On the Planning Abilities of Large Language Models - A Critical Investigation NIPS 2023
How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model NIPS 2023
Flocks of Stochastic Parrots: Differentially Private Prompt Learning for Large Language Models NIPS 2023
Evaluating Open-QA Evaluation NIPS 2023
Benchmarking Foundation Models with Language-Model-as-an-Examiner NIPS 2023
Interactive Multi-fidelity Learning for Cost-effective Adaptation of Language Model with Sparse Human Supervision NIPS 2023
Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning NIPS 2023
The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data Only NIPS 2023
Jailbroken: How Does LLM Safety Training Fail? NIPS 2023