← Resources & Methods
Natural Language Processing › Resources & Methods ›

Large Language Models

9067 directly classified papers

Papers per year

Papers

Augmenting Language Models with Long-Term Memory NIPS 2023
Setting the Trap: Capturing and Defeating Backdoors in Pretrained Language Models through Honeypots NIPS 2023
Training Chain-of-Thought via Latent-Variable Inference NIPS 2023
Language Is Not All You Need: Aligning Perception with Language Models NIPS 2023
GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction NIPS 2023
Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective NIPS 2023
Faith and Fate: Limits of Transformers on Compositionality NIPS 2023
Evaluating Cognitive Maps and Planning in Large Language Models with CogEval NIPS 2023
Toolformer: Language Models Can Teach Themselves to Use Tools NIPS 2023
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Models to Pre-trained Machine Reader NIPS 2023
Cheaply Estimating Inference Efficiency Metrics for Autoregressive Transformer Models NIPS 2023
Post Hoc Explanations of Language Models Can Improve Language Models NIPS 2023
Meta-in-context learning in large language models NIPS 2023
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models NIPS 2023
What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks NIPS 2023
Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evaluations NIPS 2023
On-the-Fly Adapting Code Summarization on Trainable Cost-Effective Language Models NIPS 2023
Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias NIPS 2023
D4: Improving LLM Pretraining via Document De-Duplication and Diversification NIPS 2023
Benchmarking Large Language Models on CMExam - A comprehensive Chinese Medical Exam Dataset NIPS 2023
Scissorhands: Exploiting the Persistence of Importance Hypothesis for LLM KV Cache Compression at Test Time NIPS 2023
Evaluating the Moral Beliefs Encoded in LLMs NIPS 2023
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks NIPS 2023
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings NIPS 2023
SatLM: Satisfiability-Aided Language Models Using Declarative Prompting NIPS 2023