| Multi-Task Retrieval-Augmented Text Generation with Relevance Sampling | Jul 7, 2022 | DecoderOpen-Domain Question Answering | —Unverified | 0 |
| INSCIT: Information-Seeking Conversations with Mixed-Initiative Interactions | Jul 2, 2022 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| An Encoder Attribution Analysis for Dense Passage Retriever in Open-Domain Question Answering | Jul 1, 2022 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Multi-Hop Open-Domain Question Answering over Structured and Unstructured Knowledge | Jul 1, 2022 | DecoderOpen-Domain Question Answering | —Unverified | 0 |
| Zero-shot cross-lingual open domain question answering | Jul 1, 2022 | DecoderOpen-Domain Question Answering | —Unverified | 0 |
| An Open-Domain QA System for e-Governance | Jun 16, 2022 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Neural Retriever and Go Beyond: A Thesis Proposal | May 31, 2022 | ArticlesOpen-Domain Question Answering | —Unverified | 0 |
| QAMPARI: An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs | May 25, 2022 | Answer GenerationNatural Questions | CodeCode Available | 2 |
| Re-Examining Calibration: The Case of Question Answering | May 25, 2022 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Investigating Information Inconsistency in Multilingual Open-Domain Question Answering | May 25, 2022 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Few-shot Reranking for Multi-hop QA via Language Model Prompting | May 25, 2022 | Language ModelingOpen-Domain Question Answering | CodeCode Available | 1 |
| Optimizing Test-Time Query Representations for Dense Retrieval | May 25, 2022 | Contrastive LearningInformation Retrieval | CodeCode Available | 1 |
| A Survey on Neural Open Information Extraction: Current Status and Future Directions | May 24, 2022 | Knowledge Base ConstructionNatural Language Understanding | —Unverified | 0 |
| RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder | May 24, 2022 | DecoderInformation Retrieval | CodeCode Available | 2 |
| Down and Across: Introducing Crossword-Solving as a New NLP Benchmark | May 20, 2022 | Natural Language UnderstandingOpen-Domain Question Answering | CodeCode Available | 0 |
| ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval | May 18, 2022 | Knowledge DistillationOpen-Domain Question Answering | —Unverified | 0 |
| Better Retrieval May Not Lead to Better Question Answering | May 7, 2022 | Information RetrievalOpen-Domain Question Answering | —Unverified | 0 |
| Analysing the Robustness of Dual Encoders for Dense Retrieval Against Misspellings | May 4, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| A Copy-Augmented Generative Model for Open-Domain Question Answering | May 1, 2022 | Natural QuestionsOpen-Domain Question Answering | —Unverified | 0 |
| DuReader_vis: A Chinese Dataset for Open-domain Document Visual Question Answering | May 1, 2022 | document understandingOpen-Domain Question Answering | CodeCode Available | 0 |
| What Makes Good In-Context Examples for GPT-3? | May 1, 2022 | In-Context LearningNatural Language Understanding | CodeCode Available | 0 |
| ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference | Apr 25, 2022 | DecoderInformation Retrieval | —Unverified | 0 |
| Improving Passage Retrieval with Zero-Shot Question Generation | Apr 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| XLMRQA: Open-Domain Question Answering on Vietnamese Wikipedia-based Textual Knowledge Source | Apr 14, 2022 | Information RetrievalMachine Reading Comprehension | —Unverified | 0 |
| Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering | Apr 10, 2022 | DecoderOpen-Domain Question Answering | —Unverified | 0 |
| KGI: An Integrated Framework for Knowledge Intensive Language Tasks | Apr 8, 2022 | Fact CheckingOpen-Domain Question Answering | —Unverified | 0 |
| Multifaceted Improvements for Conversational Open-Domain Question Answering | Apr 1, 2022 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Design and Development of Rule-based open-domain Question-Answering System on SQuAD v2.0 Dataset | Mar 27, 2022 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Targeted Extraction of Temporal Facts from Textual Resources for Improved Temporal Question Answering over Knowledge Bases | Mar 21, 2022 | Knowledge Base Question AnsweringOpen-Domain Question Answering | —Unverified | 0 |
| Calibration of Machine Reading Systems at Scale | Mar 20, 2022 | Claim VerificationOpen-Domain Question Answering | —Unverified | 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 |
| Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering | Mar 14, 2022 | Open-Domain Question AnsweringPassage Retrieval | CodeCode Available | 1 |
| Internet-augmented language models through few-shot prompting for open-domain question answering | Mar 10, 2022 | Language ModellingOpen-Domain Question Answering | —Unverified | 0 |
| Semantic Sentence Composition Reasoning for Multi-Hop Question Answering | Mar 1, 2022 | Multi-hop Question AnsweringOpen-Domain Question Answering | —Unverified | 0 |
| Can Open Domain Question Answering Systems Answer Visual Knowledge Questions? | Feb 9, 2022 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Improving Biomedical Information Retrieval with Neural Retrievers | Jan 19, 2022 | Biomedical Information RetrievalInformation Retrieval | —Unverified | 0 |
| Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks | Jan 16, 2022 | Fact VerificationMemorization | —Unverified | 0 |
| An Encoder Attribution Analysis for Dense Passage Retriever in Open-Domain Question Answering | Jan 16, 2022 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| In Situ Answer Sentence Selection at Web-scale | Jan 16, 2022 | Multi-Task LearningOpen-Domain Question Answering | —Unverified | 0 |
| Reasoning over Hybrid Chain for Table-and-Text Open Domain QA | Jan 15, 2022 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Simple Questions Generate Named Entity Recognition Datasets | Dec 16, 2021 | Few-shot NERNamed Entity Recognition | CodeCode Available | 1 |
| Learning to Retrieve Passages without Supervision | Dec 14, 2021 | Contrastive LearningOpen-Domain Question Answering | CodeCode Available | 1 |
| Tackling Query-Focused Summarization as A Knowledge-Intensive Task: A Pilot Study | Dec 14, 2021 | Open-Domain Question AnsweringPassage Retrieval | —Unverified | 0 |
| You Only Need One Model for Open-domain Question Answering | Dec 14, 2021 | Hard AttentionNatural Questions | —Unverified | 0 |
| ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction | Dec 2, 2021 | Information RetrievalOpen-Domain Question Answering | CodeCode Available | 2 |
| Quality and Cost Trade-offs in Passage Re-ranking Task | Nov 18, 2021 | Information RetrievalOpen-Domain Question Answering | —Unverified | 0 |
| Get Your Model Puzzled: Introducing Crossword-Solving as a New NLP Benchmark | Nov 16, 2021 | Natural Language UnderstandingOpen-Domain Question Answering | —Unverified | 0 |
| ArchivalQA: A Large-scale Benchmark Dataset for Open Domain Question Answering over Archival News Collections | Nov 16, 2021 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Calibration of Machine Reading Systems at Scale | Nov 16, 2021 | Claim VerificationOpen-Domain Question Answering | —Unverified | 0 |
| Unsupervised Open-Domain Question Answering with Higher Answerability | Nov 16, 2021 | Machine Reading ComprehensionOpen-Domain Question Answering | —Unverified | 0 |
