Large Language Models

FinGPT: Large Generative Models for a Small Language EMNLP 2023 Fixed Input Parameterization for Efficient Prompting ACL 2023 Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency EMNLP 2023 Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator NeurIPS 2023 From chocolate bunny to chocolate crocodile: Do Language Models Understand Noun Compounds? ACL 2023 From Dogwhistles to Bullhorns: Unveiling Coded Rhetoric with Language Models ACL 2023 From Words to Wires: Generating Functioning Electronic Devices from Natural Language Descriptions EMNLP 2023 Frugal Prompting for Dialog Models EMNLP 2023 Gender-tuning: Empowering Fine-tuning for Debiasing Pre-trained Language Models ACL 2023 Generate rather than Retrieve: Large Language Models are Strong Context Generators ICLR 2023 Generating and Evaluating Tests for K-12 Students with Language Model Simulations: A Case Study on Sentence Reading Efficiency EMNLP 2023 Getting MoRE out of Mixture of Language Model Reasoning Experts EMNLP 2023 Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models EMNLP 2023 GLM-130B: An Open Bilingual Pre-trained Model ICLR 2023 Goal Driven Discovery of Distributional Differences via Language Descriptions NeurIPS 2023 GPT4All: An Ecosystem of Open Source Compressed Language Models EMNLP 2023 GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions EMNLP 2023 GPT Deciphering Fedspeak: Quantifying Dissent Among Hawks and Doves EMNLP 2023 GRACE: Discriminator-Guided Chain-of-Thought Reasoning EMNLP 2023 Grammar Prompting for Domain-Specific Language Generation with Large Language Models NeurIPS 2023 G-SPEED: General SParse Efficient Editing MoDel EMNLP 2023 G-Tuning: Improving Generalization of Pre-trained Language Models with Generative Adversarial Network ACL 2023 Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners ICLR 2023 Guiding LLM to Fool Itself: Automatically Manipulating Machine Reading Comprehension Shortcut Triggers EMNLP 2023 HadSkip: Homotopic and Adaptive Layer Skipping of Pre-trained Language Models for Efficient Inference EMNLP 2023