Natural Language Processing

RetinaQA: A Robust Knowledge Base Question Answering Model for both Answerable and Unanswerable Questions ACL 2024 RetLLM-E: Retrieval-Prompt Strategy for Question-Answering on Student Discussion Forums AAAI 2024 [RETRACTED] Vikhr: Constructing a State-of-the-art Bilingual Open-Source Instruction-Following Large Language Model for Russian EMNLP 2024 Retrieval and Reasoning on KGs: Integrate Knowledge Graphs into Large Language Models for Complex Question Answering EMNLP 2024 Retrieval-Augmented Code Generation for Situated Action Generation: A Case Study on Minecraft EMNLP 2024 Retrieval-Augmented Egocentric Video Captioning CVPR 2024 Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments ACL 2024 Retrieval-augmented generation in multilingual settings ACL 2024 Retrieval Augmented Generation in Prompt-based Text-to-Speech Synthesis with Context-Aware Contrastive Language-Audio Pretraining Interspeech 2024 Retrieval Augmented Generation of Subjective Explanations for Socioeconomic Scenarios NAACL 2024 Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach EMNLP 2024 Retrieval-Augmented Knowledge Integration into Language Models: A Survey ACL 2024 Retrieval-Augmented Modular Prompt Tuning for Low-Resource Data-to-Text Generation COLING 2024 Retrieval-Augmented Multilingual Knowledge Editing ACL 2024 Retrieval-Augmented Retrieval: Large Language Models are Strong Zero-Shot Retriever ACL 2024 Retrieval Augmented Spelling Correction for E-Commerce Applications EMNLP 2024 Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records NAACL 2024 Retrieval-based Question Answering with Passage Expansion Using a Knowledge Graph COLING 2024 Retrieval Evaluation for Long-Form and Knowledge-Intensive Image–Text Article Composition EMNLP 2024 Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models NAACL 2024 Retrieval is Accurate Generation ICLR 2024 Retrieval meets Long Context Large Language Models ICLR 2024 RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering ACL 2024 Retrieved In-Context Principles from Previous Mistakes EMNLP 2024 Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models ACL 2024