in-context learning

Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements EMNLP 2023 HINT: Hypernetwork Instruction Tuning for Efficient Zero- and Few-Shot Generalisation ACL 2023 HIT-MI&T Lab’s Submission to Eval4NLP 2023 Shared Task AACL 2023 How Do In-Context Examples Affect Compositional Generalization? ACL 2023 How Many Demonstrations Do You Need for In-context Learning? EMNLP 2023 Humans and language models diverge when predicting repeating text CoNLL 2023 Human-Timescale Adaptation in an Open-Ended Task Space ICML 2023 HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution NeurIPS 2023 ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction ICCV 2023 IDAS: Intent Discovery with Abstractive Summarization ACL 2023 ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation NeurIPS 2023 Images Speak in Images: A Generalist Painter for In-Context Visual Learning CVPR 2023 impact of sample selection on in-context learning for entity extraction from scientific writing EMNLP 2023 Im-Promptu: In-Context Composition from Image Prompts NeurIPS 2023 Improving Input-label Mapping with Demonstration Replay for In-context Learning EMNLP 2023 Improving Neural Machine Translation by Multi-Knowledge Integration with Prompting EMNLP 2023 In-Context Analogical Reasoning with Pre-Trained Language Models ACL 2023 In-Context Demonstration Selection with Cross Entropy Difference EMNLP 2023 In-context Examples Selection for Machine Translation ACL 2023 In-Context Learning Creates Task Vectors EMNLP 2023 In-context Learning for Few-shot Multimodal Named Entity Recognition EMNLP 2023 In-Context Learning for Text Classification with Many Labels EMNLP 2023 In-context Learning of Large Language Models for Controlled Dialogue Summarization: A Holistic Benchmark and Empirical Analysis EMNLP 2023 In-Context Learning Unlocked for Diffusion Models NeurIPS 2023 In-context Reinforcement Learning with Algorithm Distillation ICLR 2023