| Attention-guided Generative Models for Extractive Question Answering | Oct 12, 2021 | DecoderExtractive Question-Answering | —Unverified | 0 |
| A Few More Examples May Be Worth Billions of Parameters | Oct 8, 2021 | Extractive Question-AnsweringMultiple-choice | CodeCode Available | 1 |
| A Comparative Study of Transformer-Based Language Models on Extractive Question Answering | Oct 7, 2021 | Extractive Question-AnsweringQuestion Answering | —Unverified | 0 |
| ReasonBERT: Pre-trained to Reason with Distant Supervision | Sep 10, 2021 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 1 |
| On the Multilingual Capabilities of Very Large-Scale English Language Models | Aug 30, 2021 | Extractive Question-AnsweringFew-Shot Learning | CodeCode Available | 0 |
| How Optimal is Greedy Decoding for Extractive Question Answering? | Aug 12, 2021 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 1 |
| Multi-modal Retrieval of Tables and Texts Using Tri-encoder Models | Aug 9, 2021 | Extractive Question-AnsweringQuestion Answering | —Unverified | 0 |
| A Robustly Optimized BERT Pre-training Approach with Post-training | Aug 1, 2021 | Extractive Question-AnsweringQuestion Answering | —Unverified | 0 |
| MarIA: Spanish Language Models | Jul 15, 2021 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 1 |
| ReasonBert: Pre-trained to Reason with Distant Supervision | May 23, 2021 | Extractive Question-AnsweringQuestion Answering | —Unverified | 0 |
| Efficient Retrieval Optimized Multi-task Learning | Apr 20, 2021 | Extractive Question-AnsweringMulti-Task Learning | —Unverified | 0 |
| Sequence tagging for biomedical extractive question answering | Apr 15, 2021 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 1 |
| Cooperative Self-training of Machine Reading Comprehension | Mar 12, 2021 | Extractive Question-AnsweringMachine Reading Comprehension | CodeCode Available | 1 |
| Towards Confident Machine Reading Comprehension | Jan 20, 2021 | answerability predictionExtractive Question-Answering | —Unverified | 0 |
| EfficientQA : a RoBERTa Based Phrase-Indexed Question-Answering System | Jan 6, 2021 | Extractive Question-AnsweringGPU | —Unverified | 0 |
| Improving QA Generalization by Concurrent Modeling of Multiple Biases | Oct 7, 2020 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 0 |
| LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention | Oct 2, 2020 | Common Sense ReasoningEntity Typing | CodeCode Available | 1 |
| Rethinking the Objectives of Extractive Question Answering | Aug 28, 2020 | Extractive Question-AnsweringPosition | CodeCode Available | 0 |
| MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering | Jul 30, 2020 | Extractive Question-AnsweringNatural Questions | CodeCode Available | 1 |
| Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering | May 5, 2020 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 0 |
| Look at the First Sentence: Position Bias in Question Answering | Apr 30, 2020 | Extractive Question-AnsweringPosition | CodeCode Available | 1 |
| MLQA: Evaluating Cross-lingual Extractive Question Answering | Oct 16, 2019 | ArticlesExtractive Question-Answering | CodeCode Available | 1 |
| Multilingual Question Answering from Formatted Text applied to Conversational Agents | Oct 10, 2019 | Extractive Question-AnsweringMachine Translation | —Unverified | 0 |
| Gendered Pronoun Resolution using BERT and an extractive question answering formulation | Jun 9, 2019 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| End-to-End Learning for Answering Structured Queries Directly over Text | Nov 15, 2018 | Extractive Question-AnsweringKnowledge Graphs | —Unverified | 0 |
