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| You Truly Understand What I Need: Intellectual and Friendly Dialogue Agents grounding Knowledge and Persona | Jan 6, 2023 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| Retrieval-Augmented and Knowledge-Grounded Language Models for Faithful Clinical Medicine | Oct 23, 2022 | RetrievalRetrieval-augmented Generation | CodeCode Available | 1 |
| 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 |
| Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks | Dec 16, 2021 | AttributeFact Verification | CodeCode Available | 1 |
| End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs | Sep 15, 2021 | Flowchart Grounded Dialog Response GenerationRetrieval | CodeCode Available | 1 |
| Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories | Sep 8, 2021 | FormLanguage Modeling | CodeCode Available | 0 |
| Robust Retrieval Augmented Generation for Zero-shot Slot Filling | Aug 31, 2021 | Domain AdaptationFew-Shot Learning | CodeCode Available | 1 |
| Zero-shot Slot Filling with DPR and RAG | Apr 17, 2021 | Knowledge Base PopulationKnowledge Graphs | CodeCode Available | 1 |
| Efficient Retrieval Augmented Generation from Unstructured Knowledge for Task-Oriented Dialog | Feb 9, 2021 | RetrievalRetrieval-augmented Generation | CodeCode Available | 0 |
| Retrieval-Augmented Generation for Code Summarization via Hybrid GNN | Jun 9, 2020 | Code SummarizationRetrieval | CodeCode Available | 1 |
| Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks | May 22, 2020 | Fact VerificationQuestion Answering | CodeCode Available | 4 |