in-context learning

Learning Transformer Programs NeurIPS 2023 Lexinvariant Language Models NeurIPS 2023 Limitations of Language Models in Arithmetic and Symbolic Induction ACL 2023 LLMaAA: Making Large Language Models as Active Annotators EMNLP 2023 LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis EMNLP 2023 LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models EMNLP 2023 Long-Tailed Question Answering in an Open World ACL 2023 Looped Transformers as Programmable Computers ICML 2023 MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations EMNLP 2023 MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting EACL 2023 Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing EMNLP 2023 Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations ACL 2023 Measuring Pointwise 𝒱-Usable Information In-Context-ly EMNLP 2023 Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization NeurIPS 2023 Meta-Learning of Prompt Generation for Lightweight Prompt Engineering on Language-Model-as-a-Service EMNLP 2023 MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models ACL 2023 Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning CoNLL 2023 Mitigating Label Biases for In-context Learning ACL 2023 Modular Visual Question Answering via Code Generation ACL 2023 mSCAN: A Dataset for Multilingual Compositional Generalisation Evaluation EMNLP 2023 MT2: Towards a Multi-Task Machine Translation Model with Translation-Specific In-Context Learning EMNLP 2023 Multi-Dimensional Evaluation of Text Summarization with In-Context Learning ACL 2023 Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment ACL 2023 Multimodal C4: An Open, Billion-scale Corpus of Images Interleaved with Text NeurIPS 2023 Narrative Style and the Spread of Health Misinformation on Twitter EMNLP 2023