| 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 |
| From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data | Jun 27, 2024 | HallucinationInformation Retrieval | CodeCode Available | 0 |
| Unsupervised Question Answering via Answer Diversifying | Aug 23, 2022 | Data AugmentationDenoising | CodeCode Available | 0 |
| Challenges in Generalization in Open Domain Question Answering | Sep 2, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 0 |
| What’s in a Name? Answer Equivalence For Open-Domain Question Answering | Nov 1, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 0 |
| Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension | Jun 11, 2019 | Question AnsweringReading Comprehension | 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 |
| Multi-granularity hierarchical attention fusion networks for reading comprehension and question answering | Nov 29, 2018 | Question AnsweringReading Comprehension | CodeCode Available | 0 |
| RFiD: Towards Rational Fusion-in-Decoder for Open-Domain Question Answering | May 26, 2023 | DecoderNatural Questions | CodeCode Available | 0 |
| Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering | May 14, 2019 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Allies: Prompting Large Language Model with Beam Search | May 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Question-Focused Multi-Factor Attention Network for Question Answering | Jan 25, 2018 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Accurate and Nuanced Open-QA Evaluation Through Textual Entailment | May 26, 2024 | Natural Language InferenceOpen-Domain Question Answering | CodeCode Available | 0 |
| Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering | May 5, 2020 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 0 |
| A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models | Oct 9, 2023 | Image GenerationQuestion Answering | CodeCode Available | 0 |
| Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data | Mar 14, 2019 | Question AnsweringReading Comprehension | 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 |
| Entities as Experts: Sparse Memory Access with Entity Supervision | Apr 15, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Efficient and Robust Question Answering from Minimal Context over Documents | May 21, 2018 | Question AnsweringReading Comprehension | CodeCode Available | 0 |
| Adversarial Retriever-Ranker for dense text retrieval | Oct 7, 2021 | Natural QuestionsRetrieval | CodeCode Available | 0 |
| DragonVerseQA: Open-Domain Long-Form Context-Aware Question-Answering | Dec 21, 2024 | ArticlesForm | CodeCode Available | 0 |
| CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing | May 19, 2023 | Fact CheckingNatural Questions | CodeCode Available | 0 |
| A Discrete Hard EM Approach for Weakly Supervised Question Answering | Sep 11, 2019 | Question AnsweringTriviaQA | CodeCode Available | 0 |
| CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG | Jun 17, 2024 | MisinformationRAG | CodeCode Available | 0 |
