few-shot prompting

BpHigh at SemEval-2023 Task 7: Can Fine-tuned Cross-encoders Outperform GPT-3.5 in NLI Tasks on Clinical Trial Data? SemEval 2023 Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them ACL 2023 Complex Reasoning in Natural Language ACL 2023 Conditioning on Dialog Acts improves Empathy Style Transfer EMNLP 2023 Decomposed Prompting: A Modular Approach for Solving Complex Tasks ICLR 2023 DecoMT: Decomposed Prompting for Machine Translation Between Related Languages using Large Language Models EMNLP 2023 DePlot: One-shot visual language reasoning by plot-to-table translation ACL 2023 Distilling Internet-Scale Vision-Language Models into Embodied Agents ICML 2023 Does GPT-3 Grasp Metaphors? Identifying Metaphor Mappings with Generative Language Models ACL 2023 Ecologically Valid Explanations for Label Variation in NLI EMNLP 2023 Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models ACL 2023 GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence EMNLP 2023 InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations EMNLP 2023 LAMBADA: Backward Chaining for Automated Reasoning in Natural Language ACL 2023 Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning ACL 2023 MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting EACL 2023 Multi-lingual Evaluation of Code Generation Models ICLR 2023 Natural Language to Code Generation in Interactive Data Science Notebooks ACL 2023 Noisy Exemplars Make Large Language Models More Robust: A Domain-Agnostic Behavioral Analysis EMNLP 2023 On Bilingual Lexicon Induction with Large Language Models EMNLP 2023 PAL: Program-aided Language Models ICML 2023 Prompted LLMs as Chatbot Modules for Long Open-domain Conversation ACL 2023 Prompting GPT-3 To Be Reliable ICLR 2023 Prompting PaLM for Translation: Assessing Strategies and Performance ACL 2023 Query2doc: Query Expansion with Large Language Models EMNLP 2023