Large Language Models

Context-faithful Prompting for Large Language Models EMNLP 2023 Controlled Text Generation with Natural Language Instructions ICML 2023 Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue EMNLP 2023 ConZIC: Controllable Zero-Shot Image Captioning by Sampling-Based Polishing CVPR 2023 CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story Understanding ACL 2023 Cost-effective Distillation of Large Language Models ACL 2023 Co-training and Co-distillation for Quality Improvement and Compression of Language Models EMNLP 2023 Counterfactual reasoning: Testing language models’ understanding of hypothetical scenarios ACL 2023 Coverage-based Example Selection for In-Context Learning EMNLP 2023 Crosslingual Generalization through Multitask Finetuning ACL 2023 CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL EMNLP 2023 cTBLS: Augmenting Large Language Models with Conversational Tables ACL 2023 Decoding Stumpers: Large Language Models vs. Human Problem-Solvers EMNLP 2023 Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting EMNLP 2023 Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models EMNLP 2023 Detecting Argumentative Fallacies in the Wild: Problems and Limitations of Large Language Models EMNLP 2023 Detecting Edit Failures In Large Language Models: An Improved Specificity Benchmark ACL 2023 Detoxifying Online Discourse: A Guided Response Generation Approach for Reducing Toxicity in User-Generated Text ACL 2023 DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction NeurIPS 2023 Discovering Language Model Behaviors with Model-Written Evaluations ACL 2023 Distilling ChatGPT for Explainable Automated Student Answer Assessment EMNLP 2023 Distilling Reasoning Capabilities into Smaller Language Models ACL 2023 Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes ACL 2023 Do GPTs Produce Less Literal Translations? ACL 2023 Don’t Add, don’t Miss: Effective Content Preserving Generation from Pre-Selected Text Spans EMNLP 2023