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Large Language Models

2678 directly classified papers

Papers per year

Papers

Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts EMNLP 2023
The Troubling Emergence of Hallucination in Large Language Models - An Extensive Definition, Quantification, and Prescriptive Remediations EMNLP 2023
TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models EMNLP 2023
Outlier Suppression+: Accurate quantization of large language models by equivalent and effective shifting and scaling EMNLP 2023
Transcending Scaling Laws with 0.1% Extra Compute EMNLP 2023
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? EMNLP 2023
Large language models transition from integrating across position-yoked, exponential windows to structure-yoked, power-law windows NIPS 2023
SPRING: Studying Papers and Reasoning to play Games NIPS 2023
Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning NIPS 2023
SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks NIPS 2023
InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback NIPS 2023
BeaverTails: Towards Improved Safety Alignment of LLM via a Human-Preference Dataset NIPS 2023
Improving Few-Shot Generalization by Exploring and Exploiting Auxiliary Data NIPS 2023
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense NIPS 2023
Mathematical Capabilities of ChatGPT NIPS 2023
Emergent and Predictable Memorization in Large Language Models NIPS 2023
Mind2Web: Towards a Generalist Agent for the Web NIPS 2023
Statistical Knowledge Assessment for Large Language Models NIPS 2023
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback NIPS 2023
PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance NIPS 2023
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction NIPS 2023
The Learnability of In-Context Learning NIPS 2023
Speculative Decoding with Big Little Decoder NIPS 2023
The Cambridge Law Corpus: A Dataset for Legal AI Research NIPS 2023
Large Language Models of Code Fail at Completing Code with Potential Bugs NIPS 2023