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Large Language Models

2678 directly classified papers

Papers per year

Papers

Towards LLM-driven Dialogue State Tracking EMNLP 2023
GPTAraEval: A Comprehensive Evaluation of ChatGPT on Arabic NLP EMNLP 2023
Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting EMNLP 2023
TARJAMAT: Evaluation of Bard and ChatGPT on Machine Translation of Ten Arabic Varieties EMNLP 2023
Measuring Pointwise 𝒱-Usable Information In-Context-ly EMNLP 2023
Is ChatGPT the ultimate Data Augmentation Algorithm? EMNLP 2023
Prefix-Tuning Based Unsupervised Text Style Transfer EMNLP 2023
Context-faithful Prompting for Large Language Models EMNLP 2023
A Confederacy of Models: a Comprehensive Evaluation of LLMs on Creative Writing EMNLP 2023
Arabic Mini-ClimateGPT : A Climate Change and Sustainability Tailored Arabic LLM EMNLP 2023
BYOC: Personalized Few-Shot Classification with Co-Authored Class Descriptions EMNLP 2023
Coverage-based Example Selection for In-Context Learning EMNLP 2023
InstOptima: Evolutionary Multi-objective Instruction Optimization via Large Language Model-based Instruction Operators EMNLP 2023
Beyond Testers’ Biases: Guiding Model Testing with Knowledge Bases using LLMs EMNLP 2023
Systematic Assessment of Factual Knowledge in Large Language Models EMNLP 2023
Roles of Scaling and Instruction Tuning in Language Perception: Model vs. Human Attention EMNLP 2023
From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023
Decoding Stumpers: Large Language Models vs. Human Problem-Solvers EMNLP 2023
Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement EMNLP 2023
Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison EMNLP 2023
Toward Human Readable Prompt Tuning: Kubrick’s The Shining is a good movie, and a good prompt too? EMNLP 2023
Robustness of Named-Entity Replacements for In-Context Learning EMNLP 2023
HuatuoGPT, Towards Taming Language Model to Be a Doctor EMNLP 2023
Improving Pacing in Long-Form Story Planning EMNLP 2023
Hi-ToM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models EMNLP 2023