| Conformal Language Modeling | Jun 16, 2023 | Conformal PredictionLanguage Modeling | CodeCode Available | 1 | 5 |
| Context Awareness Gate For Retrieval Augmented Generation | Nov 25, 2024 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Latent Retrieval for Weakly Supervised Open Domain Question Answering | Jun 1, 2019 | Information RetrievalOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering | Aug 5, 2021 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Learning to Retrieve Passages without Supervision | Dec 14, 2021 | Contrastive LearningOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| Dense Passage Retrieval for Open-Domain Question Answering | Apr 10, 2020 | Open-Domain Question AnsweringPassage Retrieval | CodeCode Available | 1 | 5 |
| Contextualized Sparse Representations for Real-Time Open-Domain Question Answering | Nov 7, 2019 | Information RetrievalOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| Less is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak Decoder | Feb 18, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 | 5 |
| Autoregressive Entity Retrieval | Oct 2, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 | 5 |
| Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering | Jul 2, 2020 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them | Feb 13, 2021 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Dense Hierarchical Retrieval for Open-Domain Question Answering | Oct 28, 2021 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Open Domain Question Answering with A Unified Knowledge Interface | Oct 16, 2021 | Data-to-Text GenerationNatural Questions | CodeCode Available | 1 | 5 |
| MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model | Oct 20, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| CREPE: Open-Domain Question Answering with False Presuppositions | Nov 30, 2022 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Cross-document Event Coreference Search: Task, Dataset and Modeling | Oct 23, 2022 | Coreference ResolutionCross Document Coreference Resolution | CodeCode Available | 1 | 5 |
| TANQ: An open domain dataset of table answered questions | May 13, 2024 | MathOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge | Oct 22, 2022 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering | Dec 29, 2020 | Knowledge Base Question AnsweringOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA | May 2, 2020 | Information RetrievalLanguage Modeling | CodeCode Available | 1 | 5 |
| Variational Open-Domain Question Answering | Sep 23, 2022 | Language ModellingMedQA | CodeCode Available | 1 | 5 |
| Dealing with Typos for BERT-based Passage Retrieval and Ranking | Aug 27, 2021 | Information RetrievalLanguage Modeling | CodeCode Available | 1 | 5 |
| Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting | May 11, 2023 | AllArithmetic Reasoning | CodeCode Available | 1 | 5 |
| Beyond Memorization: The Challenge of Random Memory Access in Language Models | Mar 12, 2024 | MemorizationOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question Answering | Oct 16, 2020 | Information RetrievalManagement | CodeCode Available | 1 | 5 |
| FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection | Aug 12, 2024 | Answer GenerationDecoder | CodeCode Available | 1 | 5 |
| Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators | Oct 11, 2023 | Information RetrievalInformativeness | CodeCode Available | 1 | 5 |
| End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering | Jun 9, 2021 | Answer GenerationOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| KILT: a Benchmark for Knowledge Intensive Language Tasks | Sep 4, 2020 | Entity LinkingFact Checking | CodeCode Available | 1 | 5 |
| Answering Ambiguous Questions via Iterative Prompting | Jul 8, 2023 | DiversityOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction | Nov 26, 2020 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Open-WikiTable: Dataset for Open Domain Question Answering with Complex Reasoning over Table | May 12, 2023 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Densely Connected Attention Propagation for Reading Comprehension | Nov 10, 2018 | AllOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets | Aug 6, 2020 | MemorizationOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| RECONSIDER: Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering | Oct 21, 2020 | Machine Reading ComprehensionNatural Questions | CodeCode Available | 1 | 5 |
| Break It Down: A Question Understanding Benchmark | Jan 31, 2020 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Designing a Minimal Retrieve-and-Read System for Open-Domain Question Answering | Apr 15, 2021 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Efficient Passage Retrieval with Hashing for Open-domain Question Answering | Jun 2, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| ELI5: Long Form Question Answering | Jul 22, 2019 | FormLanguage Modeling | CodeCode Available | 1 | 5 |
| BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression | Oct 20, 2024 | In-Context LearningLong-Context Understanding | CodeCode Available | 1 | 5 |
| Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise | May 2, 2023 | counterfactualFew-Shot Learning | CodeCode Available | 1 | 5 |
| Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation | Nov 1, 2021 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Distantly-Supervised Evidence Retrieval Enables Question Answering without Evidence Annotation | Oct 10, 2021 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Distilling Knowledge from Reader to Retriever for Question Answering | Dec 8, 2020 | Information RetrievalKnowledge Distillation | CodeCode Available | 1 | 5 |
| CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management | May 4, 2020 | ArticlesDocument Summarization | CodeCode Available | 1 | 5 |
| Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning | Oct 20, 2023 | In-Context LearningMulti-hop Question Answering | CodeCode Available | 1 | 5 |
| Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval | Dec 21, 2022 | Contrastive LearningOpen-Domain Question Answering | CodeCode Available | 0 | 5 |
| On the Importance of Adaptive Data Collection for Extremely Imbalanced Pairwise Tasks | Oct 10, 2020 | Active LearningOpen-Domain Question Answering | CodeCode Available | 0 | 5 |
| Answer Complex Questions: Path Ranker Is All You Need | Jul 11, 2021 | AllOpen-Domain Question Answering | CodeCode Available | 0 | 5 |
