Transform-Retrieve-Generate: Natural Language-Centric Outside-Knowledge Visual Question Answering Jan 1, 2022 Generative Question Answering Image to text
— Unverified Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture Jan 1, 2022 Question Answering Visual Question Answering
— Unverified Maintaining Reasoning Consistency in Compositional Visual Question Answering Jan 1, 2022 Question Answering Visual Question Answering
Code Code Available V-Doc: Visual Questions Answers With Documents Jan 1, 2022 Question Answering Question Generation
— Unverified Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization Jan 1, 2022 Natural Questions Question Answering
Code Code Available OpenQA: Hybrid QA System Relying on Structured Knowledge Base as well as Non-structured Data Dec 31, 2021 Answer Selection Machine Reading Comprehension
— Unverified What is Event Knowledge Graph: A Survey Dec 31, 2021 Question Answering Survey
— Unverified Does QA-based intermediate training help fine-tuning language models for text classification? Dec 30, 2021 Classification Question Answering
— Unverified The University of Texas at Dallas HLTRI's Participation in EPIC-QA: Searching for Entailed Questions Revealing Novel Answer Nuggets Dec 28, 2021 Information Retrieval Question Answering
— Unverified A Survey on non-English Question Answering Dataset Dec 27, 2021 Cross-Lingual Question Answering Question Answering
— Unverified Towards Personalized Answer Generation in E-Commerce via Multi-Perspective Preference Modeling Dec 27, 2021 Answer Generation Question Answering
Code Code Available Multi-Image Visual Question Answering Dec 27, 2021 Question Answering Visual Question Answering
Code Code Available "A Passage to India": Pre-trained Word Embeddings for Indian Languages Dec 27, 2021 Information Retrieval Machine Translation
— Unverified Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain? Dec 27, 2021 Articles Medical Visual Question Answering
— Unverified HeteroQA: Learning towards Question-and-Answering through Multiple Information Sources via Heterogeneous Graph Modeling Dec 27, 2021 Articles Community Question Answering
Code Code Available Graph Collaborative Reasoning Dec 27, 2021 Link Prediction Logical Reasoning
— Unverified New Methods & Metrics for LFQA tasks Dec 26, 2021 Form Long Form Question Answering
— Unverified ArT: All-round Thinker for Unsupervised Commonsense Question-Answering Dec 26, 2021 All Question Answering
Code Code Available PerCQA: Persian Community Question Answering Dataset Dec 25, 2021 Answer Selection Community Question Answering
— Unverified LaTr: Layout-Aware Transformer for Scene-Text VQA Dec 23, 2021 Optical Character Recognition (OCR) Question Answering
Code Code Available Agent Smith: Teaching Question Answering to Jill Watson Dec 22, 2021 AI Agent Question Answering
— Unverified Comprehensive Visual Question Answering on Point Clouds through Compositional Scene Manipulation Dec 22, 2021 Common Sense Reasoning Question Answering
Code Code Available An Inference Approach To Question Answering Over Knowledge Graphs Dec 21, 2021 Knowledge Graphs Question Answering
— Unverified An ASP-based Approach to Answering Natural Language Questions for Texts Dec 21, 2021 Question Answering Question Generation
— Unverified ScanQA: 3D Question Answering for Spatial Scene Understanding Dec 20, 2021 3D Question Answering (3D-QA) Object
Code Code Available MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding Dec 20, 2021 Answer Generation Articles
Code Code Available General Greedy De-bias Learning Dec 20, 2021 image-classification Image Classification
Code Code Available Task-Oriented Multi-User Semantic Communications Dec 19, 2021 Image Retrieval Machine Translation
— Unverified DegreEmbed: incorporating entity embedding into logic rule learning for knowledge graph reasoning Dec 18, 2021 Knowledge Graphs Link Prediction
Code Code Available Cascading Adaptors to Leverage English Data to Improve Performance of Question Answering for Low-Resource Languages Dec 18, 2021 Question Answering Transfer Learning
Code Code Available Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Dec 18, 2021 Data Augmentation Few-Shot Learning
— Unverified Understanding Attention for Vision-and-Language Tasks Dec 17, 2021 Image Generation Image Retrieval
— Unverified TASA: Twin Answer Sentences Attack for Adversarial Context Generation in Question Answering Dec 17, 2021 Adversarial Attack Question Answering
— Unverified Reasoning Chain Based Adversarial Attack for Multi-hop Question Answering Dec 17, 2021 Adversarial Attack Multi-hop Question Answering
— Unverified WebGPT: Browser-assisted question-answering with human feedback Dec 17, 2021 Imitation Learning Navigate
Code Code Available Learning Rich Representation of Keyphrases from Text Dec 16, 2021 Abstractive Text Summarization Keyphrase Extraction
Code Code Available Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants Dec 16, 2021 Extractive Question-Answering Question Answering
— Unverified Explanation as Question Answering based on Design Knowledge Dec 16, 2021 AI Agent Open-Ended Question Answering
— Unverified Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks Dec 16, 2021 Attribute Fact Verification
Code Code Available Block-Skim: Efficient Question Answering for Transformer Dec 16, 2021 Extractive Question-Answering Question Answering
Code Code Available Simple Questions Generate Named Entity Recognition Datasets Dec 16, 2021 Few-shot NER Named Entity Recognition
Code Code Available Ditch the Gold Standard: Re-evaluating Conversational Question Answering Dec 16, 2021 Conversational Question Answering Question Answering
Code Code Available QuALITY: Question Answering with Long Input Texts, Yes! Dec 16, 2021 Multiple-choice Multiple Choice Question Answering (MCQA)
Code Code Available Long Context Question Answering via Supervised Contrastive Learning Dec 16, 2021 Contrastive Learning Question Answering
Code Code Available DREAM: Improving Situational QA by First Elaborating the Situation Dec 16, 2021 Question Answering
Code Code Available Distilled Dual-Encoder Model for Vision-Language Understanding Dec 16, 2021 Image to text model
Code Code Available Unsupervised Matching of Data and Text Dec 16, 2021 Entity Resolution Question Answering
Code Code Available Unsupervised Dense Information Retrieval with Contrastive Learning Dec 16, 2021 Contrastive Learning Cross-Lingual Transfer
Code Code Available QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization Dec 16, 2021 Question Answering Question Generation
Code Code Available CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning Dec 16, 2021 Conversational Question Answering Passage Retrieval
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