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Large Language Models

6405 directly classified papers

Papers per year

Papers

Learning Interpretable Style Embeddings via Prompting LLMs EMNLP 2023
SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities EMNLP 2023
Arabic Topic Classification in the Generative and AutoML Era EMNLP 2023
On Enhancing Fine-Tuning for Pre-trained Language Models EMNLP 2023
Raphael at ArAIEval Shared Task: Understanding Persuasive Language and Tone, an LLM Approach EMNLP 2023
Unsupervised argument reframing with a counterfactual-based approach EMNLP 2023
LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark NIPS 2023
Emergent and Predictable Memorization in Large Language Models NIPS 2023
Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning NIPS 2023
Symbol-LLM: Leverage Language Models for Symbolic System in Visual Human Activity Reasoning NIPS 2023
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback NIPS 2023
Large Language Models can Implement Policy Iteration NIPS 2023
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models NIPS 2023
Large Language Models as Commonsense Knowledge for Large-Scale Task Planning 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
Deductive Verification of Chain-of-Thought Reasoning NIPS 2023
HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face NIPS 2023
Collaborative Alignment of NLP Models NIPS 2023
PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change NIPS 2023
Language Models can Solve Computer Tasks NIPS 2023
Goal Driven Discovery of Distributional Differences via Language Descriptions NIPS 2023
Large Language Models of Code Fail at Completing Code with Potential Bugs NIPS 2023
Inference-Time Intervention: Eliciting Truthful Answers from a Language Model NIPS 2023
Self-Evaluation Guided Beam Search for Reasoning NIPS 2023