| How Do We Answer Complex Questions: Discourse Structure of Long-form Answers | Mar 21, 2022 | FormNatural Questions | CodeCode Available | 1 |
| Teaching language models to support answers with verified quotes | Mar 21, 2022 | Fact CheckingNatural Questions | —Unverified | 0 |
| Asyncval: A Toolkit for Asynchronously Validating Dense Retriever Checkpoints during Training | Feb 25, 2022 | GPUNatural Questions | CodeCode Available | 1 |
| ST-MoE: Designing Stable and Transferable Sparse Expert Models | Feb 17, 2022 | ARCCommon Sense Reasoning | CodeCode Available | 3 |
| Text and Code Embeddings by Contrastive Pre-Training | Jan 24, 2022 | Code SearchLinear-Probe Classification | CodeCode Available | 1 |
| CQMrobust: A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching Models | Jan 16, 2022 | Natural Questions | —Unverified | 0 |
| Table Retrieval Does Not Necessitate Table-specific Model Design | Jan 16, 2022 | Natural QuestionsQuestion Answering | —Unverified | 0 |
| Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization | Jan 1, 2022 | Natural QuestionsQuestion Answering | CodeCode Available | 0 |
| Continual Learning with Knowledge Transfer for Sentiment Classification | Dec 18, 2021 | ClassificationContinual Learning | CodeCode Available | 1 |
| DuQM: A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching Models | Dec 16, 2021 | Natural Questions | CodeCode Available | 0 |
| You Only Need One Model for Open-domain Question Answering | Dec 14, 2021 | Hard AttentionNatural Questions | —Unverified | 0 |
| TempoQR: Temporal Question Reasoning over Knowledge Graphs | Dec 10, 2021 | Entity EmbeddingsGraph Question Answering | CodeCode Available | 1 |
| Scaling Language Models: Methods, Analysis & Insights from Training Gopher | Dec 8, 2021 | Abstract AlgebraAnachronisms | CodeCode Available | 2 |
| Zero-Shot Open-Book Question Answering | Nov 22, 2021 | Information RetrievalNatural Questions | CodeCode Available | 0 |
| How do we answer complex questions: Discourse structure of long form answers | Nov 16, 2021 | Extractive SummarizationForm | —Unverified | 0 |
| Open Domain Question Answering over Virtual Documents: A Unified Approach for Data and Text | Nov 16, 2021 | Data-to-Text GenerationNatural Questions | —Unverified | 0 |
| Question Answering for Complex Electronic Health Records Database using Unified Encoder-Decoder Architecture | Nov 14, 2021 | DecoderNatural Questions | —Unverified | 0 |
| ConQuest: Contextual Question Paraphrasing through Answer-Aware Synthetic Question Generation | Nov 1, 2021 | Natural QuestionsQuestion Answering | —Unverified | 0 |
| What’s in a Name? Answer Equivalence For Open-Domain Question Answering | Nov 1, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 0 |
| Challenges in Generalization in Open Domain Question Answering | Oct 16, 2021 | Natural QuestionsOpen-Domain Question Answering | —Unverified | 0 |
| A Copy-Augmented Generative Model for Open-Domain Question Answering | Oct 16, 2021 | Natural QuestionsOpen-Domain Question Answering | —Unverified | 0 |
| Open Domain Question Answering with A Unified Knowledge Interface | Oct 16, 2021 | Data-to-Text GenerationNatural Questions | CodeCode Available | 1 |
| Sharpness-Aware Minimization Improves Language Model Generalization | Oct 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking | Oct 14, 2021 | Data AugmentationInformation Retrieval | CodeCode Available | 0 |
| Adversarial Retriever-Ranker for dense text retrieval | Oct 7, 2021 | Natural QuestionsRetrieval | CodeCode Available | 0 |
