| IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions | May 23, 2023 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Large Language Models are Built-in Autoregressive Search Engines | May 16, 2023 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Open-WikiTable: Dataset for Open Domain Question Answering with Complex Reasoning over Table | May 12, 2023 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting | May 11, 2023 | AllArithmetic Reasoning | CodeCode Available | 1 |
| Evaluating Open-Domain Question Answering in the Era of Large Language Models | May 11, 2023 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| MAUPQA: Massive Automatically-created Polish Question Answering Dataset | May 9, 2023 | Open-Domain Question AnsweringPassage Retrieval | —Unverified | 0 |
| Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework | May 5, 2023 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Chain-of-Skills: A Configurable Model for Open-domain Question Answering | May 4, 2023 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models | May 4, 2023 | Information RetrievalOpen-Domain Question Answering | CodeCode Available | 2 |
| Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise | May 2, 2023 | counterfactualFew-Shot Learning | CodeCode Available | 1 |
| Why Does ChatGPT Fall Short in Providing Truthful Answers? | Apr 20, 2023 | MemorizationOpen-Domain Question Answering | —Unverified | 0 |
| Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering | Apr 6, 2023 | Contrastive Learningcounterfactual | —Unverified | 0 |
| Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback | Feb 24, 2023 | InformativenessOpen-Domain Question Answering | —Unverified | 0 |
| Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions? | Feb 23, 2023 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Compositional Exemplars for In-context Learning | Feb 11, 2023 | Code GenerationContrastive Learning | CodeCode Available | 1 |
| RLAS-BIABC: A Reinforcement Learning-Based Answer Selection Using the BERT Model Boosted by an Improved ABC Algorithm | Jan 7, 2023 | Answer SelectionDecision Making | —Unverified | 0 |
| Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval | Dec 21, 2022 | Contrastive LearningOpen-Domain Question Answering | CodeCode Available | 0 |
| To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering | Dec 20, 2022 | Domain AdaptationOpen-Domain Question Answering | —Unverified | 0 |
| Defending Against Disinformation Attacks in Open-Domain Question Answering | Dec 20, 2022 | Data PoisoningMisinformation | CodeCode Available | 0 |
| PolQA: Polish Question Answering Dataset | Dec 17, 2022 | Open-Domain Question AnsweringPassage Retrieval | —Unverified | 0 |
| AugTriever: Unsupervised Dense Retrieval and Domain Adaptation by Scalable Data Augmentation | Dec 17, 2022 | Data AugmentationDomain Adaptation | CodeCode Available | 0 |
| Self-Prompting Large Language Models for Zero-Shot Open-Domain QA | Dec 16, 2022 | In-Context LearningOpen-Domain Question Answering | CodeCode Available | 1 |
| Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer | Dec 5, 2022 | Open-Domain Question AnsweringPassage Retrieval | CodeCode Available | 1 |
| NIR-Prompt: A Multi-task Generalized Neural Information Retrieval Training Framework | Dec 1, 2022 | Information RetrievalOpen-Domain Question Answering | CodeCode Available | 0 |
| CREPE: Open-Domain Question Answering with False Presuppositions | Nov 30, 2022 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Diverse Multi-Answer Retrieval with Determinantal Point Processes | Nov 29, 2022 | Open-Domain Question AnsweringPoint Processes | —Unverified | 0 |
| Can Open-Domain QA Reader Utilize External Knowledge Efficiently like Humans? | Nov 23, 2022 | Open-Domain Question AnsweringTriviaQA | —Unverified | 0 |
| FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering | Nov 18, 2022 | Data AugmentationDecoder | —Unverified | 0 |
| Cheater's Bowl: Human vs. Computer Search Strategies for Open-Domain Question Answering | Nov 15, 2022 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| A Survey for Efficient Open Domain Question Answering | Nov 15, 2022 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Bridging the Training-Inference Gap for Dense Phrase Retrieval | Oct 25, 2022 | Open-Domain Question AnsweringPassage Retrieval | —Unverified | 0 |
| Cross-document Event Coreference Search: Task, Dataset and Modeling | Oct 23, 2022 | Coreference ResolutionCross Document Coreference Resolution | CodeCode Available | 1 |
| Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge | Oct 22, 2022 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Closed-book Question Generation via Contrastive Learning | Oct 13, 2022 | Contrastive LearningNatural Questions | CodeCode Available | 0 |
| Context Generation Improves Open Domain Question Answering | Oct 12, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Decoupled Context Processing for Context Augmented Language Modeling | Oct 11, 2022 | DecoderLanguage Modeling | —Unverified | 0 |
| Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering | Oct 11, 2022 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA | Oct 11, 2022 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering | Oct 6, 2022 | Domain AdaptationInformation Retrieval | CodeCode Available | 0 |
| Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering | Oct 6, 2022 | Entity EmbeddingsGraph Neural Network | CodeCode Available | 1 |
| FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation | Sep 28, 2022 | DecoderOpen-Domain Question Answering | —Unverified | 0 |
| Variational Open-Domain Question Answering | Sep 23, 2022 | Language ModellingMedQA | CodeCode Available | 1 |
| Generate rather than Retrieve: Large Language Models are Strong Context Generators | Sep 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering | Sep 20, 2022 | Multimodal Deep LearningMultimodal Reasoning | CodeCode Available | 2 |
| Universal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal Retrieval | Sep 1, 2022 | Image RetrievalOpen-Domain Question Answering | CodeCode Available | 1 |
| Efficient Methods for Natural Language Processing: A Survey | Aug 31, 2022 | Information RetrievalOpen-Domain Question Answering | —Unverified | 0 |
| Atlas: Few-shot Learning with Retrieval Augmented Language Models | Aug 5, 2022 | Fact CheckingFew-Shot Learning | CodeCode Available | 2 |
| Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey | Aug 5, 2022 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Sequence to sequence pretraining for a less-resourced Slovenian language | Jul 28, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Re2G: Retrieve, Rerank, Generate | Jul 13, 2022 | Fact CheckingFact Verification | CodeCode Available | 1 |
