Large Language Models

Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-Shot In-Context Learners AAAI 2023 PromptDA: Label-guided Data Augmentation for Prompt-based Few Shot Learners EACL 2023 Prompt Discriminative Language Models for Domain Adaptation ACL 2023 Prompted LLMs as Chatbot Modules for Long Open-domain Conversation ACL 2023 Prompterator: Iterate Efficiently towards More Effective Prompts EMNLP 2023 Prompting is not a substitute for probability measurements in large language models EMNLP 2023 Prompting Large Language Model for Machine Translation: A Case Study ICML 2023 Prompting Multilingual Large Language Models to Generate Code-Mixed Texts: The Case of South East Asian Languages EMNLP 2023 Prompting with Pseudo-Code Instructions EMNLP 2023 Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models ACL 2023 Prompt Tuning Pushes Farther, Contrastive Learning Pulls Closer: A Two-Stage Approach to Mitigate Social Biases ACL 2023 ProPILE: Probing Privacy Leakage in Large Language Models NeurIPS 2023 PROTEGE: Prompt-based Diverse Question Generation from Web Articles EMNLP 2023 Prototypical Fine-Tuning: Towards Robust Performance under Varying Data Sizes AAAI 2023 Pseudointelligence: A Unifying Lens on Language Model Evaluation EMNLP 2023 PsyCoT: Psychological Questionnaire as Powerful Chain-of-Thought for Personality Detection EMNLP 2023 PUnifiedNER: A Prompting-Based Unified NER System for Diverse Datasets AAAI 2023 PUNR: Pre-training with User Behavior Modeling for News Recommendation EMNLP 2023 QAMPARI: A Benchmark for Open-domain Questions with Many Answers EMNLP 2023 Quantifying Memorization Across Neural Language Models ICLR 2023 QUDeval: The Evaluation of Questions Under Discussion Discourse Parsing EMNLP 2023 Query2doc: Query Expansion with Large Language Models EMNLP 2023 Query Refinement Prompts for Closed-Book Long-Form QA ACL 2023 Query Rewriting in Retrieval-Augmented Large Language Models EMNLP 2023 Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs ACL 2023