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| Retrieval Augmented Generation using Engineering Design Knowledge | Jul 13, 2023 | Common Sense ReasoningEdge Classification | CodeCode Available | 0 |
| Prompt Generate Train (PGT): Few-shot Domain Adaption of Retrieval Augmented Generation Models for Open Book Question-Answering | Jul 12, 2023 | Domain AdaptationGenerative Question Answering | —Unverified | 0 |
| TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction | Jul 7, 2023 | Bayesian OptimizationChatbot | CodeCode Available | 0 |
| UniPoll: A Unified Social Media Poll Generation Framework via Multi-Objective Optimization | Jun 12, 2023 | Answer GenerationPoll Generation | CodeCode Available | 0 |
| Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation | May 30, 2023 | Contrastive LearningDialogue Generation | —Unverified | 0 |
| Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs | May 28, 2023 | Question AnsweringRAG | —Unverified | 0 |
| Learning Answer Generation using Supervision from Automatic Question Answering Evaluators | May 24, 2023 | Answer GenerationQuestion Answering | —Unverified | 0 |
| Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models | May 5, 2023 | Instruction FollowingLanguage Modeling | —Unverified | 0 |
| CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation | Oct 10, 2022 | counterfactualData Augmentation | CodeCode Available | 0 |
| Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering | Oct 6, 2022 | Domain AdaptationInformation Retrieval | —Unverified | 0 |
| FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation | Sep 28, 2022 | DecoderOpen-Domain Question Answering | —Unverified | 0 |
| Multi-Task Retrieval-Augmented Text Generation with Relevance Sampling | Jul 7, 2022 | DecoderOpen-Domain Question Answering | —Unverified | 0 |
| Retrieval-augmented Generation across Heterogeneous Knowledge | Jul 1, 2022 | RAGRetrieval | —Unverified | 0 |
| Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model | May 1, 2022 | Goal-Oriented DialogLanguage Modeling | —Unverified | 0 |
| KGI: An Integrated Framework for Knowledge Intensive Language Tasks | Apr 8, 2022 | Fact CheckingOpen-Domain Question Answering | —Unverified | 0 |
| End-to-End Table Question Answering via Retrieval-Augmented Generation | Mar 30, 2022 | Information RetrievalQuestion Answering | —Unverified | 0 |
| A Survey on Retrieval-Augmented Text Generation | Feb 2, 2022 | Machine TranslationResponse Generation | —Unverified | 0 |
| Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks | Jan 16, 2022 | Fact VerificationMemorization | —Unverified | 0 |
| Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories | Sep 8, 2021 | FormLanguage Modeling | CodeCode Available | 0 |
| Efficient Retrieval Augmented Generation from Unstructured Knowledge for Task-Oriented Dialog | Feb 9, 2021 | RetrievalRetrieval-augmented Generation | CodeCode Available | 0 |