QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers Jan 31, 2022 Graph Question Answering Question Answering
Code Code Available 1A Dataset for Medical Instructional Video Classification and Question Answering Jan 30, 2022 Classification Question Answering
Code Code Available 1Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences Jan 27, 2022 Clinical Knowledge Document Classification
Code Code Available 1IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages Jan 27, 2022 Cross-Modal Retrieval Few-Shot Learning
Code Code Available 1SCAI-QReCC Shared Task on Conversational Question Answering Jan 26, 2022 Answer Generation Conversational Question Answering
Code Code Available 1DOM-LM: Learning Generalizable Representations for HTML Documents Jan 25, 2022 Attribute Attribute Extraction
Code Code Available 1Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks Jan 24, 2022 Denoising Question Answering
Code Code Available 1Leaf: Multiple-Choice Question Generation Jan 22, 2022 Multiple-choice Question Answering
Code Code Available 1Knowledge Graph Question Answering Leaderboard: A Community Resource to Prevent a Replication Crisis Jan 20, 2022 Graph Question Answering Question Answering
Code Code Available 1RuMedBench: A Russian Medical Language Understanding Benchmark Jan 17, 2022 Medical Diagnosis named-entity-recognition
Code Code Available 1Korean-Specific Dataset for Table Question Answering Jan 17, 2022 Language Modeling Language Modelling
Code Code Available 1Kformer: Knowledge Injection in Transformer Feed-Forward Layers Jan 15, 2022 Language Modelling Medical Question Answering
Code Code Available 1Sequence-to-Sequence Models for Extracting Information from Registration and Legal Documents Jan 14, 2022 Open Information Extraction Question Answering
Code Code Available 1SCROLLS: Standardized CompaRison Over Long Language Sequences Jan 10, 2022 Decoder Long-range modeling
Code Code Available 1Maintaining Reasoning Consistency in Compositional Visual Question Answering Jan 1, 2022 Question Answering Visual Question Answering
Code Code Available 1LaTr: Layout-Aware Transformer for Scene-Text VQA Dec 23, 2021 Optical Character Recognition (OCR) Question Answering
Code Code Available 1Comprehensive Visual Question Answering on Point Clouds through Compositional Scene Manipulation Dec 22, 2021 Common Sense Reasoning Question Answering
Code Code Available 1MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding Dec 20, 2021 Answer Generation Articles
Code Code Available 1ScanQA: 3D Question Answering for Spatial Scene Understanding Dec 20, 2021 3D Question Answering (3D-QA) Object
Code Code Available 1DegreEmbed: incorporating entity embedding into logic rule learning for knowledge graph reasoning Dec 18, 2021 Knowledge Graphs Link Prediction
Code Code Available 1WebGPT: Browser-assisted question-answering with human feedback Dec 17, 2021 Imitation Learning Navigate
Code Code Available 1QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization Dec 16, 2021 Question Answering Question Generation
Code Code Available 1Learning Rich Representation of Keyphrases from Text Dec 16, 2021 Abstractive Text Summarization Keyphrase Extraction
Code Code Available 1DREAM: Improving Situational QA by First Elaborating the Situation Dec 16, 2021 Question Answering
Code Code Available 1Simple Questions Generate Named Entity Recognition Datasets Dec 16, 2021 Few-shot NER Named Entity Recognition
Code Code Available 1Unsupervised Dense Information Retrieval with Contrastive Learning Dec 16, 2021 Contrastive Learning Cross-Lingual Transfer
Code Code Available 1Distilled Dual-Encoder Model for Vision-Language Understanding Dec 16, 2021 Image to text model
Code Code Available 1QuALITY: Question Answering with Long Input Texts, Yes! Dec 16, 2021 Multiple-choice Multiple Choice Question Answering (MCQA)
Code Code Available 1Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks Dec 16, 2021 Attribute Fact Verification
Code Code Available 1Ditch the Gold Standard: Re-evaluating Conversational Question Answering Dec 16, 2021 Conversational Question Answering Question Answering
Code Code Available 1LongT5: Efficient Text-To-Text Transformer for Long Sequences Dec 15, 2021 Abstractive Text Summarization Long-range modeling
Code Code Available 1Dual-Key Multimodal Backdoors for Visual Question Answering Dec 14, 2021 Question Answering Visual Question Answering
Code Code Available 1Learning to Retrieve Passages without Supervision Dec 14, 2021 Contrastive Learning Open-Domain Question Answering
Code Code Available 1Bilateral Cross-Modality Graph Matching Attention for Feature Fusion in Visual Question Answering Dec 14, 2021 Graph Matching Question Answering
Code Code Available 1Video as Conditional Graph Hierarchy for Multi-Granular Question Answering Dec 12, 2021 Question Answering Video Question Answering
Code Code Available 1Change Detection Meets Visual Question Answering Dec 12, 2021 Answer Generation Change Detection
Code Code Available 1TempoQR: Temporal Question Reasoning over Knowledge Graphs Dec 10, 2021 Entity Embeddings Graph Question Answering
Code Code Available 1KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings Dec 9, 2021 Contrastive Learning Graph Embedding
Code Code Available 1JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering Dec 6, 2021 Knowledge Graphs Question Answering
Code Code Available 1Causal Distillation for Language Models Dec 5, 2021 Language Modeling Language Modelling
Code Code Available 1MetaQA: Combining Expert Agents for Multi-Skill Question Answering Dec 3, 2021 Question Answering
Code Code Available 1Information Theoretic Representation Distillation Dec 1, 2021 Classification with Binary Weight Network Knowledge Distillation
Code Code Available 1Debiased Visual Question Answering from Feature and Sample Perspectives Dec 1, 2021 Bias Detection Question Answering
Code Code Available 1AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant Nov 30, 2021 Question Answering Retrieval
Code Code Available 1Searching the Search Space of Vision Transformer Nov 29, 2021 Neural Architecture Search object-detection
Code Code Available 1Classification-Regression for Chart Comprehension Nov 29, 2021 Chart Question Answering Classification
Code Code Available 1An Optimal Algorithm for Finding Champions in Tournament Graphs Nov 26, 2021 Conversational Search Information Retrieval
Code Code Available 1SwinBERT: End-to-End Transformers with Sparse Attention for Video Captioning Nov 25, 2021 Caption Generation Question Answering
Code Code Available 1VIOLET : End-to-End Video-Language Transformers with Masked Visual-token Modeling Nov 24, 2021 Question Answering Retrieval
Code Code Available 1UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling Nov 23, 2021 Image Captioning Image Description
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