Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly Apr 28, 2022 Question Answering Visual Question Answering
Code Code Available GRIT: General Robust Image Task Benchmark Apr 28, 2022 Instance Segmentation Keypoint Detection
Code Code Available Adaptable Text Matching via Meta-Weight Regulator Apr 27, 2022 Meta-Learning Natural Language Inference
— Unverified Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for Continual System Improvement Apr 27, 2022 Question Answering
— Unverified Better Query Graph Selection for Knowledge Base Question Answering Apr 27, 2022 Knowledge Base Question Answering Question Answering
— Unverified A Method of Query Graph Reranking for Knowledge Base Question Answering Apr 27, 2022 Graph Ranking Knowledge Base Question Answering
— Unverified Science Checker: Extractive-Boolean Question Answering For Scientific Fact Checking Apr 26, 2022 Articles Extractive Question-Answering
Code Code Available Rethinking Multi-Modal Alignment in Video Question Answering from Feature and Sample Perspectives Apr 25, 2022 Question Answering Video Question Answering
— Unverified Conversational Question Answering on Heterogeneous Sources Apr 25, 2022 Conversational Question Answering Decoder
— Unverified KALA: Knowledge-Augmented Language Model Adaptation Apr 22, 2022 Domain Adaptation General Knowledge
Code Code Available Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks Apr 22, 2022 Question Answering Visual Commonsense Reasoning
— Unverified Hypergraph Transformer: Weakly-supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering Apr 22, 2022 Question Answering Visual Question Answering
Code Code Available A Summary of the ALQAC 2021 Competition Apr 22, 2022 Information Retrieval Question Answering
— Unverified MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering Apr 22, 2022 Knowledge Graphs Link Prediction
— Unverified Benchmarking Answer Verification Methods for Question Answering-Based Summarization Evaluation Metrics Apr 21, 2022 Attribute Benchmarking
— Unverified Clotho-AQA: A Crowdsourced Dataset for Audio Question Answering Apr 20, 2022 Audio Question Answering Question Answering
— Unverified Synthetic Target Domain Supervision for Open Retrieval QA Apr 20, 2022 Passage Retrieval Question Answering
— Unverified Attention in Reasoning: Dataset, Analysis, and Modeling Apr 20, 2022 Question Answering Visual Question Answering
Code Code Available LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge Graphs Apr 20, 2022 Conversational Question Answering Dialogue Generation
Code Code Available Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies Apr 19, 2022 Data Augmentation Diversity
— Unverified Multi-hop Question Answering Apr 19, 2022 Multi-hop Question Answering Question Answering
— Unverified Where Was COVID-19 First Discovered? Designing a Question-Answering System for Pandemic Situations Apr 19, 2022 Information Retrieval Misinformation
— Unverified CBR-iKB: A Case-Based Reasoning Approach for Question Answering over Incomplete Knowledge Bases Apr 18, 2022 Knowledge Base Question Answering Question Answering
— Unverified LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking Apr 18, 2022 cross-modal alignment Document AI
Code Code Available StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts Apr 18, 2022 Question Answering Spatial Reasoning
Code Code Available TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval Apr 18, 2022 Entity Retrieval Fact Checking
Code Code Available ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering Apr 17, 2022 Knowledge Base Question Answering Program induction
Code Code Available Attention Mechanism based Cognition-level Scene Understanding Apr 17, 2022 Question Answering Scene Understanding
— Unverified WikiOmnia: generative QA corpus on the whole Russian Wikipedia Apr 17, 2022 Question Answering
— Unverified Calibrating Trust of Multi-Hop Question Answering Systems with Decompositional Probes Apr 16, 2022 Explanation Generation Multi-hop Question Answering
— Unverified Semantic Structure based Query Graph Prediction for Question Answering over Knowledge Graph Apr 15, 2022 Graph Generation Question Answering
— Unverified Characterizing the Efficiency vs. Accuracy Trade-off for Long-Context NLP Models Apr 15, 2022 Decoder Playing the Game of 2048
Code Code Available MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation Apr 15, 2022 Knowledge Distillation Mixture-of-Experts
Code Code Available Improving Passage Retrieval with Zero-Shot Question Generation Apr 15, 2022 Language Modeling Language Modelling
Code Code Available Mixture of Experts for Biomedical Question Answering Apr 15, 2022 Mixture-of-Experts Question Answering
— Unverified Towards Fine-grained Causal Reasoning and QA Apr 15, 2022 Question Answering Sentence
Code Code Available Improving Cross-Modal Understanding in Visual Dialog via Contrastive Learning Apr 15, 2022 Contrastive Learning Question Answering
— Unverified Exploring Dual Encoder Architectures for Question Answering Apr 14, 2022 Information Retrieval Question Answering
Code Code Available Measuring Compositional Consistency for Video Question Answering Apr 14, 2022 Question Answering Video Question Answering
— Unverified XLMRQA: Open-Domain Question Answering on Vietnamese Wikipedia-based Textual Knowledge Source Apr 14, 2022 Information Retrieval Machine Reading Comprehension
— Unverified Can Question Rewriting Help Conversational Question Answering? Apr 13, 2022 Conversational Question Answering Question Answering
Code Code Available AGQA 2.0: An Updated Benchmark for Compositional Spatio-Temporal Reasoning Apr 12, 2022 Question Answering
— Unverified ASQA: Factoid Questions Meet Long-Form Answers Apr 12, 2022 Form Question Answering
Code Code Available Solving Price Per Unit Problem Around the World: Formulating Fact Extraction as Question Answering Apr 12, 2022 named-entity-recognition Named Entity Recognition
— Unverified XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking Apr 12, 2022 Cross-Lingual Transfer Dialogue State Tracking
Code Code Available MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages Apr 12, 2022 Question Answering
Code Code Available Answering Count Queries with Explanatory Evidence Apr 11, 2022 Question Answering
Code Code Available Uniform Complexity for Text Generation Apr 11, 2022 Machine Translation Question Answering
Code Code Available Metaethical Perspectives on 'Benchmarking' AI Ethics Apr 11, 2022 Benchmarking Ethics
— Unverified Breaking Character: Are Subwords Good Enough for MRLs After All? Apr 10, 2022 All Extractive Question-Answering
— Unverified 