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Large Language Models

9067 directly classified papers

Papers per year

Papers

Large language models implicitly learn to straighten neural sentence trajectories to construct a predictive representation of natural language. NIPS 2023
Focused Transformer: Contrastive Training for Context Scaling NIPS 2023
Inference-Time Intervention: Eliciting Truthful Answers from a Language Model NIPS 2023
Collaborative Alignment of NLP Models NIPS 2023
Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization NIPS 2023
Skill-it! A data-driven skills framework for understanding and training language models NIPS 2023
Visual Instruction Tuning NIPS 2023
H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models NIPS 2023
Describe, Explain, Plan and Select: Interactive Planning with LLMs Enables Open-World Multi-Task Agents NIPS 2023
PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance NIPS 2023
Large Language Models can Implement Policy Iteration NIPS 2023
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback NIPS 2023
Statistical Knowledge Assessment for Large Language Models NIPS 2023
Schema-learning and rebinding as mechanisms of in-context learning and emergence NIPS 2023
The Quantization Model of Neural Scaling NIPS 2023
LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day NIPS 2023
Mind2Web: Towards a Generalist Agent for the Web NIPS 2023
Emergent and Predictable Memorization in Large Language Models NIPS 2023
Correcting Semantic Parses with Natural Language through Dynamic Schema Encoding ACL 2023
Language-Agnostic Transformers and Assessing ChatGPT-Based Query Rewriting for Multilingual Document-Grounded QA ACL 2023
Transformer-based Hebrew NLP models for Short Answer Scoring in Biology ACL 2023
Decouple knowledge from paramters for plug-and-play language modeling ACL 2023
Impact of Adversarial Training on Robustness and Generalizability of Language Models ACL 2023
Residual Prompt Tuning: improving prompt tuning with residual reparameterization ACL 2023
Leveraging Explicit Procedural Instructions for Data-Efficient Action Prediction ACL 2023