Large Language Models

FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU ICML 2023 Flocks of Stochastic Parrots: Differentially Private Prompt Learning for Large Language Models NeurIPS 2023 Focused Transformer: Contrastive Training for Context Scaling NeurIPS 2023 FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery ACL 2023 Forecasting Earnings Surprises from Conference Call Transcripts ACL 2023 Formalizing content creation and evaluation methods for AI-generated social media content EMNLP 2023 Foul at SemEval-2023 Task 12: MARBERT Language model and lexical filtering for sentiments analysis of tweets in Algerian Arabic SemEval 2023 Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator NeurIPS 2023 Frequency Balanced Datasets Lead to Better Language Models EMNLP 2023 From Chaos to Clarity: Claim Normalization to Empower Fact-Checking EMNLP 2023 From chocolate bunny to chocolate crocodile: Do Language Models Understand Noun Compounds? ACL 2023 From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Models to Pre-trained Machine Reader NeurIPS 2023 From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense Reasoning EMNLP 2023 From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models ACL 2023 From Values to Opinions: Predicting Human Behaviors and Stances Using Value-Injected Large Language Models EMNLP 2023 Frugal Prompting for Dialog Models EMNLP 2023 FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented Dialogue ACL 2023 GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator ACL 2023 GEMBA-MQM: Detecting Translation Quality Error Spans with GPT-4 EMNLP 2023 GEM: Gestalt Enhanced Markup Language Model for Web Understanding via Render Tree EMNLP 2023 Gender-tuning: Empowering Fine-tuning for Debiasing Pre-trained Language Models ACL 2023 Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge ACL 2023 Generating and Evaluating Tests for K-12 Students with Language Model Simulations: A Case Study on Sentence Reading Efficiency EMNLP 2023 Generating Better Items for Cognitive Assessments Using Large Language Models ACL 2023 Generating Images with Multimodal Language Models NeurIPS 2023