in-context learning

Retrieval-Augmented Code Generation for Situated Action Generation: A Case Study on Minecraft EMNLP 2024 Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments ACL 2024 Retrieval & Fine-Tuning for In-Context Tabular Models NeurIPS 2024 Retrieved In-Context Principles from Previous Mistakes EMNLP 2024 Retrieving Examples from Memory for Retrieval Augmented Neural Machine Translation: A Systematic Comparison NAACL 2024 Revealing the Parallel Multilingual Learning within Large Language Models EMNLP 2024 Revisiting Demonstration Selection Strategies in In-Context Learning ACL 2024 RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation Framework EMNLP 2024 Rule Extrapolation in Language Modeling: A Study of Compositional Generalization on OOD Prompts NeurIPS 2024 S3Prompt: Instructing the Model with Self-calibration, Self-recall and Self-aggregation to Improve In-context Learning COLING 2024 Sample Design Engineering: An Empirical Study on Designing Better Fine-Tuning Samples for Information Extraction with LLMs EMNLP 2024 SCALE: Synergized Collaboration of Asymmetric Language Translation Engines ACL 2024 Scaling Sentence Embeddings with Large Language Models EMNLP 2024 SceneTeller: Language-to-3D Scene Generation ECCV 2024 SCOI: Syntax-augmented Coverage-based In-context Example Selection for Machine Translation EMNLP 2024 Se2: Sequential Example Selection for In-Context Learning ACL 2024 SecCoder: Towards Generalizable and Robust Secure Code Generation EMNLP 2024 SEGMENT+: Long Text Processing with Short-Context Language Models EMNLP 2024 Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models EMNLP 2024 Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability EMNLP 2024 Selectively Answering Visual Questions ACL 2024 Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations EMNLP 2024 Self-Augmented In-Context Learning for Unsupervised Word Translation ACL 2024 Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement EMNLP 2024 Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models NAACL 2024