Large Language Models

Progressive Prompts: Continual Learning for Language Models ICLR 2023 Promptagator: Few-shot Dense Retrieval From 8 Examples ICLR 2023 PromptARA: Improving Deep Representation in Hybrid Automatic Readability Assessment with Prompt and Orthogonal Projection EMNLP 2023 Prompt-Based Editing for Text Style Transfer EMNLP 2023 Prompted LLMs as Chatbot Modules for Long Open-domain Conversation ACL 2023 Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration EMNLP 2023 Prompting GPT-3 To Be Reliable ICLR 2023 Prompting is not a substitute for probability measurements in large language models EMNLP 2023 Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation EMNLP 2023 Propagating Knowledge Updates to LMs Through Distillation NeurIPS 2023 Protecting Language Generation Models via Invisible Watermarking ICML 2023 PROTEGE: Prompt-based Diverse Question Generation from Web Articles EMNLP 2023 Prototype-based HyperAdapter for Sample-Efficient Multi-task Tuning EMNLP 2023 Prototypical Calibration for Few-shot Learning of Language Models ICLR 2023 Pseudointelligence: A Unifying Lens on Language Model Evaluation EMNLP 2023 QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering EMNLP 2023 QASA: Advanced Question Answering on Scientific Articles ICML 2023 Quantifying the Dialect Gap and its Correlates Across Languages EMNLP 2023 Query Refinement Prompts for Closed-Book Long-Form QA ACL 2023 Raphael at ArAIEval Shared Task: Understanding Persuasive Language and Tone, an LLM Approach EMNLP 2023 Reasoning about Ambiguous Definite Descriptions EMNLP 2023 Reasoning in Large Language Models Through Symbolic Math Word Problems ACL 2023 ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph EMNLP 2023 Recitation-Augmented Language Models ICLR 2023 Reconstruction Probing ACL 2023