| TSQA: Tabular Scenario Based Question Answering | Jan 14, 2021 | Machine Reading ComprehensionMultiple-choice | CodeCode Available | 1 |
| Read, Retrospect, Select: An MRC Framework to Short Text Entity Linking | Jan 7, 2021 | Entity LinkingMachine Reading Comprehension | —Unverified | 0 |
| RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense Knowledge | Jan 2, 2021 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Explaining NLP Models via Minimal Contrastive Editing (MiCE) | Dec 27, 2020 | counterfactualMultiple-choice | CodeCode Available | 1 |
| Option Tracing: Beyond Binary Knowledge Tracing | Dec 11, 2020 | Knowledge TracingMultiple-choice | CodeCode Available | 1 |
| Looking Beyond Short-Premise Natural Language Inference for Downstream Tasks | Dec 4, 2020 | Multiple-choiceNatural Language Inference | —Unverified | 0 |
| Conversational Assistants and Gender Stereotypes: Public Perceptions and Desiderata for Voice Personas | Dec 1, 2020 | Multiple-choice | —Unverified | 0 |
| Designing Templates for Eliciting Commonsense Knowledge from Pretrained Sequence-to-Sequence Models | Dec 1, 2020 | Multiple-choiceNatural Language Understanding | —Unverified | 0 |
| Automated Prediction of Examinee Proficiency from Short-Answer Questions | Dec 1, 2020 | Multiple-choicePrediction | —Unverified | 0 |
| Fine-tuning BERT with Focus Words for Explanation Regeneration | Dec 1, 2020 | Explanation GenerationMultiple-choice | —Unverified | 0 |
| A Novel Approach for Constrained Optimization in Graphical Models | Dec 1, 2020 | Multiple-choice | —Unverified | 0 |
| A Data-Driven Study of Commonsense Knowledge using the ConceptNet Knowledge Base | Nov 28, 2020 | ClusteringGraph Representation Learning | —Unverified | 0 |
| Automatic Distractor Generation for Multiple Choice Questions in Standard Tests | Nov 26, 2020 | Distractor GenerationMultiple-choice | —Unverified | 0 |
| AGenT Zero: Zero-shot Automatic Multiple-Choice Question Generation for Skill Assessments | Nov 25, 2020 | Multiple-choiceQuestion Generation | —Unverified | 0 |
| What do we expect from Multiple-choice QA Systems? | Nov 20, 2020 | Multiple-choiceMultiple Choice Question Answering (MCQA) | —Unverified | 0 |
| Do Fine-tuned Commonsense Language Models Really Generalize? | Nov 18, 2020 | Multiple-choiceQuestion Answering | —Unverified | 0 |
| Unsupervised Explanation Generation for Machine Reading Comprehension | Nov 13, 2020 | Explanation GenerationMachine Reading Comprehension | —Unverified | 0 |
| IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages | Nov 8, 2020 | Genre classificationMultiple-choice | CodeCode Available | 1 |
| A BERT-based Distractor Generation Scheme with Multi-tasking and Negative Answer Training Strategies. | Nov 1, 2020 | Distractor GenerationMultiple-choice | CodeCode Available | 1 |
| Scene Restoring for Narrative Machine Reading Comprehension | Nov 1, 2020 | Cloze TestMachine Reading Comprehension | —Unverified | 0 |
| ISAAQ - Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention | Nov 1, 2020 | Multiple-choiceQuestion Answering | —Unverified | 0 |
| A Method for Building a Commonsense Inference Dataset based on Basic Events | Nov 1, 2020 | Multiple-choiceTransfer Learning | —Unverified | 0 |
| Generating Correct Answers for Progressive Matrices Intelligence Tests | Nov 1, 2020 | Multiple-choice | —Unverified | 0 |
| Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning | Oct 26, 2020 | ClusteringModel-based Reinforcement Learning | CodeCode Available | 1 |
| ExplanationLP: Abductive Reasoning for Explainable Science Question Answering | Oct 25, 2020 | Answer SelectionARC | —Unverified | 0 |
| Beyond VQA: Generating Multi-word Answer and Rationale to Visual Questions | Oct 24, 2020 | General ClassificationMultiple-choice | —Unverified | 0 |
| Differentiable Open-Ended Commonsense Reasoning | Oct 24, 2020 | Multiple-choice | —Unverified | 0 |
| Generating Adequate Distractors for Multiple-Choice Questions | Oct 23, 2020 | FormMultiple-choice | —Unverified | 0 |
| Better Distractions: Transformer-based Distractor Generation and Multiple Choice Question Filtering | Oct 19, 2020 | Distractor GenerationLanguage Modeling | —Unverified | 0 |
| Counterfactual Variable Control for Robust and Interpretable Question Answering | Oct 12, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| A BERT-based Distractor Generation Scheme with Multi-tasking and Negative Answer Training Strategies | Oct 12, 2020 | Distractor GenerationMultiple-choice | CodeCode Available | 1 |
| Precise Task Formalization Matters in Winograd Schema Evaluations | Oct 8, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Context Modeling with Evidence Filter for Multiple Choice Question Answering | Oct 6, 2020 | Machine Reading ComprehensionMultiple-choice | —Unverified | 0 |
| Meta Sequence Learning for Generating Adequate Question-Answer Pairs | Oct 4, 2020 | Multiple-choicenamed-entity-recognition | —Unverified | 0 |
| LiveQA: A Question Answering Dataset over Sports Live | Oct 1, 2020 | Multiple-choiceQuestion Answering | CodeCode Available | 0 |
| ISAAQ -- Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention | Oct 1, 2020 | Multiple-choiceQuestion Answering | —Unverified | 0 |
| Bridging Information-Seeking Human Gaze and Machine Reading Comprehension | Sep 30, 2020 | Machine Reading ComprehensionMultiple-choice | —Unverified | 0 |
| GraphITE: Estimating Individual Effects of Graph-structured Treatments | Sep 29, 2020 | counterfactualDecision Making | —Unverified | 0 |
| What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams | Sep 28, 2020 | MedQAMultiple-choice | CodeCode Available | 2 |
| FarsTail: A Persian Natural Language Inference Dataset | Sep 18, 2020 | Multiple-choiceNatural Language Inference | CodeCode Available | 1 |
| Self-supervised pre-training and contrastive representation learning for multiple-choice video QA | Sep 17, 2020 | Auxiliary LearningContrastive Learning | —Unverified | 0 |
| Receptivity of an AI Cognitive Assistant by the Radiology Community: A Report on Data Collected at RSNA | Sep 13, 2020 | Multiple-choiceQuestion Answering | —Unverified | 0 |
| Selective Particle Attention: Visual Feature-Based Attention in Deep Reinforcement Learning | Aug 26, 2020 | Deep Reinforcement LearningMultiple-choice | —Unverified | 0 |
| DiverseNet: When One Right Answer is not Enough | Aug 24, 2020 | Multiple-choiceStructured Prediction | —Unverified | 0 |
| Spending Money Wisely: Online Electronic Coupon Allocation based on Real-Time User Intent Detection | Aug 23, 2020 | Intent DetectionMultiple-choice | —Unverified | 0 |
| FAT ALBERT: Finding Answers in Large Texts using Semantic Similarity Attention Layer based on BERT | Aug 22, 2020 | Multiple-choiceQuestion Answering | CodeCode Available | 0 |
| An Experimental Study of Deep Neural Network Models for Vietnamese Multiple-Choice Reading Comprehension | Aug 20, 2020 | Machine Reading ComprehensionMultiple-choice | —Unverified | 0 |
| Interpretable Multi-Step Reasoning with Knowledge Extraction on Complex Healthcare Question Answering | Aug 6, 2020 | Multiple-choiceQuestion Answering | —Unverified | 0 |
| Instructions and Guide for Diagnostic Questions: The NeurIPS 2020 Education Challenge | Jul 23, 2020 | DiagnosticMisconceptions | —Unverified | 0 |
| What Gives the Answer Away? Question Answering Bias Analysis on Video QA Datasets | Jul 7, 2020 | Multiple-choiceQuestion Answering | —Unverified | 0 |