| Allies: Prompting Large Language Model with Beam Search | May 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering | Oct 1, 2018 | Information RetrievalOpen-Domain Question Answering | CodeCode Available | 0 |
| RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language Models | Aug 15, 2023 | DecoderIn-Context Learning | CodeCode Available | 0 |
| Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering | Aug 28, 2018 | AI2 Reasoning ChallengeARC | CodeCode Available | 0 |
| Language Models as Knowledge Bases? | Sep 3, 2019 | Language ModellingOpen-Domain Question Answering | CodeCode Available | 0 |
| Knowledge Corpus Error in Question Answering | Oct 27, 2023 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| KazQAD: Kazakh Open-Domain Question Answering Dataset | Apr 6, 2024 | Information RetrievalMachine Translation | CodeCode Available | 0 |
| Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering | Oct 6, 2022 | Domain AdaptationInformation Retrieval | CodeCode Available | 0 |
| Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index | Jun 13, 2019 | GPUOpen-Domain Question Answering | CodeCode Available | 0 |
| Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts | Apr 2, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models | May 31, 2024 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Deep Learning for Answer Sentence Selection | Dec 4, 2014 | Deep LearningFeature Engineering | CodeCode Available | 0 |
| Cross-Pair Text Representations for Answer Sentence Selection | Oct 1, 2018 | Natural Language InferenceOpen-Domain Question Answering | CodeCode Available | 0 |
| Attacking Open-domain Question Answering by Injecting Misinformation | Oct 15, 2021 | MisinformationOpen-Domain Question Answering | CodeCode Available | 0 |
| AugTriever: Unsupervised Dense Retrieval and Domain Adaptation by Scalable Data Augmentation | Dec 17, 2022 | Data AugmentationDomain Adaptation | CodeCode Available | 0 |
| Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering | Mar 22, 2024 | Open-Domain Question AnsweringOut-of-Distribution Generalization | CodeCode Available | 0 |
| C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References | Mar 16, 2022 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| GenKI: Enhancing Open-Domain Question Answering with Knowledge Integration and Controllable Generation in Large Language Models | May 26, 2025 | Open-Domain Question AnsweringPassage Retrieval | CodeCode Available | 0 |
| Gated-Attention Readers for Text Comprehension | Jun 5, 2016 | Answer SelectionOpen-Domain Question Answering | CodeCode Available | 0 |
| Fine-tune the Entire RAG Architecture (including DPR retriever) for Question-Answering | Jun 22, 2021 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| What Makes Good In-Context Examples for GPT-3? | May 1, 2022 | In-Context LearningNatural Language Understanding | CodeCode Available | 0 |
| Few-Shot Multilingual Open-Domain QA from 5 Examples | Feb 27, 2025 | Few-Shot LearningOpen-Domain Question Answering | CodeCode Available | 0 |
| Closed-book Question Generation via Contrastive Learning | Oct 13, 2022 | Contrastive LearningNatural Questions | CodeCode Available | 0 |
| Accurate and Nuanced Open-QA Evaluation Through Textual Entailment | May 26, 2024 | Natural Language InferenceOpen-Domain Question Answering | CodeCode Available | 0 |
| Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions | May 23, 2023 | Data AugmentationLanguage Modeling | CodeCode Available | 0 |
| RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented Generation | Jun 9, 2024 | Document RankingNatural Questions | CodeCode Available | 0 |
| Exploiting Sentence-Level Representations for Passage Ranking | Jun 14, 2021 | Open-Domain Question AnsweringPassage Ranking | CodeCode Available | 0 |
| DuReader_vis: A Chinese Dataset for Open-domain Document Visual Question Answering | May 1, 2022 | document understandingOpen-Domain Question Answering | CodeCode Available | 0 |
| Evidence Sentence Extraction for Machine Reading Comprehension | Feb 23, 2019 | Machine Reading ComprehensionMultiple-choice | CodeCode Available | 0 |
| Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering | Nov 14, 2017 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Entropy-Based Decoding for Retrieval-Augmented Large Language Models | Jun 25, 2024 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Text Understanding with the Attention Sum Reader Network | Mar 4, 2016 | Machine Reading ComprehensionOpen-Domain Question Answering | CodeCode Available | 0 |
| What's in a Name? Answer Equivalence For Open-Domain Question Answering | Sep 11, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 0 |
| Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs | Oct 18, 2019 | Document Summarizationgraph construction | CodeCode Available | 0 |
| End-to-End Open-Domain Question Answering with BERTserini | Feb 5, 2019 | ArticlesInformation Retrieval | CodeCode Available | 0 |
| Dual-Encoders for Extreme Multi-Label Classification | Oct 16, 2023 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 0 |
| Re-Examining Calibration: The Case of Question Answering | May 25, 2022 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs | Jun 20, 2024 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Challenges in Generalization in Open Domain Question Answering | Sep 2, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 0 |
| RFiD: Towards Rational Fusion-in-Decoder for Open-Domain Question Answering | May 26, 2023 | DecoderNatural Questions | CodeCode Available | 0 |
| VerAs: Verify then Assess STEM Lab Reports | Feb 7, 2024 | Automated Essay ScoringOpen-Domain Question Answering | CodeCode Available | 0 |
| RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering | Oct 16, 2020 | Data AugmentationNatural Questions | CodeCode Available | 0 |
| RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking | Oct 14, 2021 | Data AugmentationInformation Retrieval | CodeCode Available | 0 |
| Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models | Apr 30, 2024 | Entity LinkingFact Verification | CodeCode Available | 0 |
