| Entities as Experts: Sparse Memory Access with Entity Supervision | Apr 15, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Longformer: The Long-Document Transformer | Apr 10, 2020 | DecoderLanguage Modeling | CodeCode Available | 3 |
| Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model | Dec 20, 2019 | Entity TypingLanguage Modeling | —Unverified | 0 |
| Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering | Nov 10, 2019 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 |
| Ranking and Sampling in Open-Domain Question Answering | Nov 1, 2019 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Integrated Triaging for Fast Reading Comprehension | Sep 28, 2019 | Computational EfficiencyMachine Reading Comprehension | —Unverified | 0 |
| A Discrete Hard EM Approach for Weakly Supervised Question Answering | Sep 11, 2019 | Question AnsweringTriviaQA | CodeCode Available | 0 |
| Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension | Jun 11, 2019 | Question AnsweringReading Comprehension | CodeCode Available | 0 |
| Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering | May 14, 2019 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data | Mar 14, 2019 | Question AnsweringReading Comprehension | CodeCode Available | 0 |
| Multi-granularity hierarchical attention fusion networks for reading comprehension and question answering | Nov 29, 2018 | Question AnsweringReading Comprehension | CodeCode Available | 0 |
| A Deep Cascade Model for Multi-Document Reading Comprehension | Nov 28, 2018 | Machine Reading ComprehensionQuestion Answering | —Unverified | 0 |
| MemoReader: Large-Scale Reading Comprehension through Neural Memory Controller | Oct 1, 2018 | Machine Reading ComprehensionQuestion Answering | —Unverified | 0 |
| A Multi-Stage Memory Augmented Neural Network for Machine Reading Comprehension | Jul 1, 2018 | Machine Reading ComprehensionQuestion Answering | —Unverified | 0 |
| Efficient and Robust Question Answering from Minimal Context over Documents | May 21, 2018 | Question AnsweringReading Comprehension | CodeCode Available | 0 |
| Simple and Effective Semi-Supervised Question Answering | Apr 2, 2018 | Extractive Question-AnsweringQuestion Answering | —Unverified | 0 |
| A Question-Focused Multi-Factor Attention Network for Question Answering | Jan 25, 2018 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering | Nov 14, 2017 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Multi-Mention Learning for Reading Comprehension with Neural Cascades | Nov 2, 2017 | Reading ComprehensionTriviaQA | —Unverified | 0 |
| Keyword-based Query Comprehending via Multiple Optimized-Demand Augmentation | Nov 1, 2017 | Machine Reading ComprehensionMachine Translation | —Unverified | 0 |
| Simple and Effective Multi-Paragraph Reading Comprehension | Oct 29, 2017 | Question AnsweringReading Comprehension | CodeCode Available | 1 |
| Smarnet: Teaching Machines to Read and Comprehend Like Human | Oct 8, 2017 | Question AnsweringReading Comprehension | —Unverified | 0 |
| MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension | Jul 28, 2017 | Question AnsweringReading Comprehension | —Unverified | 0 |
| TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension | May 9, 2017 | Reading ComprehensionSentence | CodeCode Available | 1 |
