in-context learning

Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale NeurIPS 2023 WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models ACL 2023 What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks NeurIPS 2023 What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning ACL 2023 ​​What learning algorithm is in-context learning? Investigations with linear models ICLR 2023 What Makes Chain-of-Thought Prompting Effective? A Counterfactual Study EMNLP 2023 What Makes Good Examples for Visual In-Context Learning? NeurIPS 2023 Which is better? Exploring Prompting Strategy For LLM-based Metrics AACL 2023 Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers ACL 2023 WinoDict: Probing language models for in-context word acquisition EACL 2023 Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations ACL 2023 20Q: Overlap-Free World Knowledge Benchmark for Language Models EMNLP 2022 Active Example Selection for In-Context Learning EMNLP 2022 Analyzing the Limits of Self-Supervision in Handling Bias in Language EMNLP 2022 An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA AAAI 2022 An Explanation of In-context Learning as Implicit Bayesian Inference ICLR 2022 Black-Box Tuning for Language-Model-as-a-Service ICML 2022 Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models NAACL 2022 Can language models learn from explanations in context? EMNLP 2022 Contrastive Learning for Prompt-based Few-shot Language Learners NAACL 2022 Controllable Dialogue Simulation with In-context Learning EMNLP 2022 Data Distributional Properties Drive Emergent In-Context Learning in Transformers NeurIPS 2022 Does GPT-3 Generate Empathetic Dialogues? A Novel In-Context Example Selection Method and Automatic Evaluation Metric for Empathetic Dialogue Generation COLING 2022 Do Prompt-Based Models Really Understand the Meaning of Their Prompts? NAACL 2022 End-to-end Algorithm Synthesis with Recurrent Networks: Extrapolation without Overthinking NeurIPS 2022