| Conformal Language Modeling | Jun 16, 2023 | Conformal PredictionLanguage Modeling | CodeCode Available | 1 |
| Context Awareness Gate For Retrieval Augmented Generation | Nov 25, 2024 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Less is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak Decoder | Feb 18, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 |
| 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 |
| ECoRAG: Evidentiality-guided Compression for Long Context RAG | Jun 5, 2025 | Answer GenerationOpen-Domain Question Answering | CodeCode Available | 1 |
| Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering | Oct 6, 2022 | Entity EmbeddingsGraph Neural Network | CodeCode Available | 1 |
| Contextualized Sparse Representations for Real-Time Open-Domain Question Answering | Nov 7, 2019 | Information RetrievalOpen-Domain Question Answering | CodeCode Available | 1 |
| Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering | Mar 8, 2024 | Answer GenerationOpen-Domain Question Answering | CodeCode Available | 1 |
| Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator | May 24, 2023 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 1 |
| FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection | Aug 12, 2024 | Answer GenerationDecoder | CodeCode Available | 1 |
| Dense Passage Retrieval for Open-Domain Question Answering | Apr 10, 2020 | Open-Domain Question AnsweringPassage Retrieval | CodeCode Available | 1 |
| EntQA: Entity Linking as Question Answering | Oct 5, 2021 | BenchmarkingEntity Linking | CodeCode Available | 1 |
| Simple Entity-Centric Questions Challenge Dense Retrievers | Sep 17, 2021 | Data AugmentationOpen-Domain Question Answering | CodeCode Available | 1 |
| Simple Questions Generate Named Entity Recognition Datasets | Dec 16, 2021 | Few-shot NERNamed Entity Recognition | CodeCode Available | 1 |
| Hurdles to Progress in Long-form Question Answering | Mar 10, 2021 | FormLong Form Question Answering | CodeCode Available | 1 |
| Cross-document Event Coreference Search: Task, Dataset and Modeling | Oct 23, 2022 | Coreference ResolutionCross Document Coreference Resolution | CodeCode Available | 1 |
| Dense Hierarchical Retrieval for Open-Domain Question Answering | Oct 28, 2021 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering | May 26, 2023 | Open-Domain Question AnsweringPassage Retrieval | CodeCode Available | 1 |
| 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 |
| To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering | Mar 4, 2024 | MedQAMMLU | CodeCode Available | 1 |
| BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA | May 2, 2020 | Information RetrievalLanguage Modeling | CodeCode Available | 1 |
| Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models | Oct 23, 2023 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Dealing with Typos for BERT-based Passage Retrieval and Ranking | Aug 27, 2021 | Information RetrievalLanguage Modeling | CodeCode Available | 1 |
| Variational Open-Domain Question Answering | Sep 23, 2022 | Language ModellingMedQA | CodeCode Available | 1 |
| Exploiting Abstract Meaning Representation for Open-Domain Question Answering | May 26, 2023 | Abstract Meaning RepresentationDiversity | CodeCode Available | 1 |
| Beyond Memorization: The Challenge of Random Memory Access in Language Models | Mar 12, 2024 | MemorizationOpen-Domain Question Answering | CodeCode Available | 1 |
| Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question Answering | Oct 16, 2020 | Information RetrievalManagement | CodeCode Available | 1 |
| Efficient Passage Retrieval with Hashing for Open-domain Question Answering | Jun 2, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 |
| Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators | Oct 11, 2023 | Information RetrievalInformativeness | CodeCode Available | 1 |
| 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 |
| Answering Ambiguous Questions via Iterative Prompting | Jul 8, 2023 | DiversityOpen-Domain Question Answering | CodeCode Available | 1 |
| Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction | Nov 26, 2020 | Open-Domain Question AnsweringQuestion Answering | 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 |
| Densely Connected Attention Propagation for Reading Comprehension | Nov 10, 2018 | AllOpen-Domain Question Answering | CodeCode Available | 1 |
| Exploring Hint Generation Approaches in Open-Domain Question Answering | Sep 24, 2024 | Hint GenerationOpen-Domain Question Answering | CodeCode Available | 1 |
| Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering | Mar 14, 2022 | Open-Domain Question AnsweringPassage Retrieval | CodeCode Available | 1 |
| Break It Down: A Question Understanding Benchmark | Jan 31, 2020 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Designing a Minimal Retrieve-and-Read System for Open-Domain Question Answering | Apr 15, 2021 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Generation-Augmented Retrieval for Open-domain Question Answering | Sep 17, 2020 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 |
| Generator-Retriever-Generator Approach for Open-Domain Question Answering | Jul 21, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression | Oct 20, 2024 | In-Context LearningLong-Context Understanding | CodeCode Available | 1 |
| Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise | May 2, 2023 | counterfactualFew-Shot Learning | CodeCode Available | 1 |
| Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering | Jul 2, 2020 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 |
| Distantly-Supervised Evidence Retrieval Enables Question Answering without Evidence Annotation | Oct 10, 2021 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Distilling Knowledge from Reader to Retriever for Question Answering | Dec 8, 2020 | Information RetrievalKnowledge Distillation | CodeCode Available | 1 |
| 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 |
| R2-D2: A Modular Baseline for Open-Domain Question Answering | Sep 8, 2021 | Open-Domain Question AnsweringPassage Retrieval | CodeCode Available | 1 |
| Decoupled Transformer for Scalable Inference in Open-domain Question Answering | Sep 1, 2021 | Knowledge DistillationMachine Reading Comprehension | —Unverified | 0 |
| Decoupled Transformer for Scalable Inference in Open-domain Question Answering | Aug 5, 2021 | Knowledge DistillationMachine Reading Comprehension | —Unverified | 0 |
| Advancing Large Language Model Attribution through Self-Improving | Oct 17, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
