Retrieval-Augmented Generation

OpenICL: An Open-Source Framework for In-context Learning ACL 2023 Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense NeurIPS 2023 PersonaLM: Language Model Personalization via Domain-distributed Span Aggregated K-Nearest N-gram Retrieval Augmentation EMNLP 2023 PK-ICR: Persona-Knowledge Interactive Multi-Context Retrieval for Grounded Dialogue EMNLP 2023 PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter EMNLP 2023 Predicting Numerals in Text Using Nearest Neighbor Language Models ACL 2023 Predictive Chemistry Augmented with Text Retrieval EMNLP 2023 Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions EMNLP 2023 Prompting Neural Machine Translation with Translation Memories AAAI 2023 RealTime QA: What's the Answer Right Now? NeurIPS 2023 Reimagining Retrieval Augmented Language Models for Answering Queries ACL 2023 ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model ICCV 2023 Rethinking Translation Memory Augmented Neural Machine Translation ACL 2023 Retrieval-Augmented Chain-of-Thought in Semi-structured Domains EMNLP 2023 Retrieval-Augmented Few-shot Text Classification EMNLP 2023 Retrieval-augmented Image Captioning EACL 2023 Retrieval-Augmented Parsing for Complex Graphs by Exploiting Structure and Uncertainty EMNLP 2023 Retrieval-based Evaluation for LLMs: A Case Study in Korean Legal QA EMNLP 2023 RINK: Reader-Inherited Evidence Reranker for Table-and-Text Open Domain Question Answering AAAI 2023 RONO: Robust Discriminative Learning With Noisy Labels for 2D-3D Cross-Modal Retrieval CVPR 2023 RPA: Reasoning Path Augmentation in Iterative Retrieving for Multi-Hop QA AAAI 2023 Search Augmented Instruction Learning EMNLP 2023 Self-Knowledge Guided Retrieval Augmentation for Large Language Models EMNLP 2023 Self-Supervised Sentence Polishing by Adding Engaging Modifiers ACL 2023 SmallCap: Lightweight Image Captioning Prompted With Retrieval Augmentation CVPR 2023