| Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation | Feb 28, 2024 | AttributeExtractive Question-Answering | CodeCode Available | 4 | 5 |
| Learning to Filter Context for Retrieval-Augmented Generation | Nov 14, 2023 | Extractive Question-AnsweringFact Verification | CodeCode Available | 2 | 5 |
| Simulating Bandit Learning from User Feedback for Extractive Question Answering | Mar 18, 2022 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| How Optimal is Greedy Decoding for Extractive Question Answering? | Aug 12, 2021 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Sequence tagging for biomedical extractive question answering | Apr 15, 2021 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Look at the First Sentence: Position Bias in Question Answering | Apr 30, 2020 | Extractive Question-AnsweringPosition | CodeCode Available | 1 | 5 |
| LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention | Oct 2, 2020 | Common Sense ReasoningEntity Typing | CodeCode Available | 1 | 5 |
| MLQA: Evaluating Cross-lingual Extractive Question Answering | Oct 16, 2019 | ArticlesExtractive Question-Answering | CodeCode Available | 1 | 5 |
| COVID-19 event extraction from Twitter via extractive question answering with continuous prompts | Mar 19, 2023 | BenchmarkingEvent Extraction | CodeCode Available | 1 | 5 |
| Cooperative Self-training of Machine Reading Comprehension | Mar 12, 2021 | Extractive Question-AnsweringMachine Reading Comprehension | CodeCode Available | 1 | 5 |
| A Few More Examples May Be Worth Billions of Parameters | Oct 8, 2021 | Extractive Question-AnsweringMultiple-choice | CodeCode Available | 1 | 5 |
| MarIA: Spanish Language Models | Jul 15, 2021 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| CodeQueries: A Dataset of Semantic Queries over Code | Sep 17, 2022 | AttributeExtractive Question-Answering | CodeCode Available | 1 | 5 |
| ReasonBERT: Pre-trained to Reason with Distant Supervision | Sep 10, 2021 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Can Explanations Be Useful for Calibrating Black Box Models? | Oct 14, 2021 | Extractive Question-AnsweringFew-Shot Learning | CodeCode Available | 1 | 5 |
| MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering | Jul 30, 2020 | Extractive Question-AnsweringNatural Questions | CodeCode Available | 1 | 5 |
| Continually Improving Extractive QA via Human Feedback | May 21, 2023 | Domain AdaptationExtractive Question-Answering | CodeCode Available | 0 | 5 |
| AGent: A Novel Pipeline for Automatically Creating Unanswerable Questions | Sep 10, 2023 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 0 | 5 |
| XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking | Apr 12, 2022 | Cross-Lingual TransferDialogue State Tracking | CodeCode Available | 0 | 5 |
| Tokenization Consistency Matters for Generative Models on Extractive NLP Tasks | Dec 19, 2022 | Extractive Question-AnsweringHallucination | CodeCode Available | 0 | 5 |
| CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration | Sep 14, 2023 | counterfactualData Augmentation | CodeCode Available | 0 | 5 |
| Gendered Pronoun Resolution using BERT and an extractive question answering formulation | Jun 9, 2019 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 | 5 |
| Improving QA Generalization by Concurrent Modeling of Multiple Biases | Oct 7, 2020 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 0 | 5 |
| SynFinTabs: A Dataset of Synthetic Financial Tables for Information and Table Extraction | Dec 5, 2024 | ArticlesDataset Generation | CodeCode Available | 0 | 5 |
| Block-Skim: Efficient Question Answering for Transformer | Dec 16, 2021 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 0 | 5 |
| Towards Robust Extractive Question Answering Models: Rethinking the Training Methodology | Sep 29, 2024 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 0 | 5 |
| TOP-Training: Target-Oriented Pretraining for Medical Extractive Question Answering | Oct 25, 2023 | Domain AdaptationExtractive Question-Answering | CodeCode Available | 0 | 5 |
| Rethinking the Objectives of Extractive Question Answering | Aug 28, 2020 | Extractive Question-AnsweringPosition | CodeCode Available | 0 | 5 |
| Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering | May 5, 2020 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 0 | 5 |
| From Multiple-Choice to Extractive QA: A Case Study for English and Arabic | Apr 26, 2024 | BelebeleExtractive Question-Answering | CodeCode Available | 0 | 5 |
| Promoting Generalized Cross-lingual Question Answering in Few-resource Scenarios via Self-knowledge Distillation | Sep 29, 2023 | Cross-Lingual Question AnsweringCross-Lingual Transfer | CodeCode Available | 0 | 5 |
| Science Checker: Extractive-Boolean Question Answering For Scientific Fact Checking | Apr 26, 2022 | ArticlesExtractive Question-Answering | CodeCode Available | 0 | 5 |
| Exploring Language Model Generalization in Low-Resource Extractive QA | Sep 27, 2024 | Domain GeneralizationExtractive Question-Answering | CodeCode Available | 0 | 5 |
| Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering | Jun 11, 2023 | Decision MakingExtractive Question-Answering | CodeCode Available | 0 | 5 |
| Adaptive loose optimization for robust question answering | May 6, 2023 | Extractive Question-AnsweringMachine Reading Comprehension | CodeCode Available | 0 | 5 |
| DyREx: Dynamic Query Representation for Extractive Question Answering | Oct 26, 2022 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 0 | 5 |
| BRENT: Bidirectional Retrieval Enhanced Norwegian Transformer | Apr 19, 2023 | Dependency ParsingExtractive Question-Answering | CodeCode Available | 0 | 5 |
| Learning Recurrent Span Representations for Extractive Question Answering | Nov 4, 2016 | Answer SelectionExtractive Question-Answering | CodeCode Available | 0 | 5 |
| On the Multilingual Capabilities of Very Large-Scale English Language Models | Aug 30, 2021 | Extractive Question-AnsweringFew-Shot Learning | CodeCode Available | 0 | 5 |
| Findings of the VarDial Evaluation Campaign 2022 | Oct 1, 2022 | Dialect IdentificationExtractive Question-Answering | CodeCode Available | 0 | 5 |
| From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Model to Pre-trained Machine Reader | Dec 9, 2022 | ClassificationExtractive Question-Answering | CodeCode Available | 0 | 5 |
| Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study | Mar 2, 2023 | Extractive Question-AnsweringIncremental Learning | CodeCode Available | 0 | 5 |
| Semantic Search as Extractive Paraphrase Span Detection | Dec 9, 2021 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 0 | 5 |
| Cooperative Semi-Supervised Transfer Learning of Machine Reading Comprehension | Oct 16, 2021 | Extractive Question-AnsweringMachine Reading Comprehension | —Unverified | 0 | 0 |
| Cooperative Self-training of Machine Reading Comprehension | Jan 16, 2022 | Extractive Question-AnsweringMachine Reading Comprehension | —Unverified | 0 | 0 |
| Breaking Character: Are Subwords Good Enough for MRLs After All? | Apr 10, 2022 | AllExtractive Question-Answering | —Unverified | 0 | 0 |
| Breaking Character: Are Subwords Good Enough for MRLs After All? | Jan 16, 2022 | AllExtractive Question-Answering | —Unverified | 0 | 0 |
| Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding | Apr 8, 2024 | Domain AdaptationExtractive Question-Answering | —Unverified | 0 | 0 |
| Clinical Reading Comprehension with Encoder-Decoder Models Enhanced by Direct Preference Optimization | Jul 19, 2024 | DecoderExtractive Question-Answering | —Unverified | 0 | 0 |
| KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering | May 6, 2022 | Contrastive LearningExtractive Question-Answering | —Unverified | 0 | 0 |
