Hidden Backdoors in Human-Centric Language Models May 1, 2021 Language Modelling Machine Translation
Code Code Available Chop Chop BERT: Visual Question Answering by Chopping VisualBERT's Heads Apr 30, 2021 Question Answering Visual Question Answering
— Unverified Entailment as Few-Shot Learner Apr 29, 2021 Contrastive Learning Data Augmentation
Code Code Available Bridge to Answer: Structure-aware Graph Interaction Network for Video Question Answering Apr 29, 2021 Question Answering Video Question Answering
— Unverified Document Collection Visual Question Answering Apr 27, 2021 document understanding Question Answering
— Unverified Question-Aware Memory Network for Multi-hop Question Answering in Human-Robot Interaction Apr 27, 2021 Graph Embedding Graph Question Answering
— Unverified Document Structure aware Relational Graph Convolutional Networks for Ontology Population Apr 27, 2021 Hypernym Discovery Question Answering
— Unverified PanGu-α: Large-scale Autoregressive Pretrained Chinese Language Models with Auto-parallel Computation Apr 26, 2021 Cloze (multi-choices) (Few-Shot) Cloze (multi-choices) (One-Shot)
Code Code Available MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding Apr 26, 2021 Generalized Referring Expression Comprehension Phrase Grounding
Code Code Available DADgraph: A Discourse-aware Dialogue Graph Neural Network for Multiparty Dialogue Machine Reading Comprehension Apr 26, 2021 Graph Neural Network Machine Reading Comprehension
— Unverified InfographicVQA Apr 26, 2021 Question Answering Visual Question Answering
— Unverified Towards Knowledge Graphs Validation through Weighted Knowledge Sources Apr 26, 2021 Knowledge Graphs Question Answering
— Unverified GermanQuAD and GermanDPR: Improving Non-English Question Answering and Passage Retrieval Apr 26, 2021 Passage Retrieval Question Answering
— Unverified Ask & Explore: Grounded Question Answering for Curiosity-Driven Exploration Apr 24, 2021 Question Answering
— Unverified RelTransformer: A Transformer-Based Long-Tail Visual Relationship Recognition Apr 24, 2021 Image Captioning Object Recognition
Code Code Available Playing Lottery Tickets with Vision and Language Apr 23, 2021 Image-text Retrieval Question Answering
— Unverified BERT-CoQAC: BERT-based Conversational Question Answering in Context Apr 23, 2021 Conversational Question Answering Language Modelling
— Unverified Sattiy at SemEval-2021 Task 9: An Ensemble Solution for Statement Verification and Evidence Finding with Tables Apr 21, 2021 Articles Natural Language Understanding
— Unverified Efficient Retrieval Optimized Multi-task Learning Apr 20, 2021 Extractive Question-Answering Multi-Task Learning
— Unverified X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering Apr 20, 2021 Cross-Lingual Transfer Meta-Learning
Code Code Available Towards Solving Multimodal Comprehension Apr 20, 2021 16k Answer Generation
— Unverified GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question Answering Apr 20, 2021 Graph Neural Network Graph Question Answering
Code Code Available Natural Language Generation Using Link Grammar for General Conversational Intelligence Apr 19, 2021 Question Answering Text Generation
Code Code Available ELECTRAMed: a new pre-trained language representation model for biomedical NLP Apr 19, 2021 Drug–drug Interaction Extraction Language Modeling
Code Code Available MT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs Apr 18, 2021 Abstractive Text Summarization Machine Translation
Code Code Available When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset Apr 18, 2021 Multiple-choice Question Answering
Code Code Available Contextualized Query Embeddings for Conversational Search Apr 18, 2021 Conversational Search Information Retrieval
— Unverified Generative Context Pair Selection for Multi-hop Question Answering Apr 18, 2021 Multi-hop Question Answering Question Answering
— Unverified FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks Apr 18, 2021 Benchmarking Federated Learning
Code Code Available Case-based Reasoning for Natural Language Queries over Knowledge Bases Apr 18, 2021 Knowledge Base Question Answering Natural Language Queries
— Unverified Can NLI Models Verify QA Systems' Predictions? Apr 18, 2021 Natural Language Inference Question Answering
Code Code Available Cross-Task Generalization via Natural Language Crowdsourcing Instructions Apr 18, 2021 Question Answering
Code Code Available Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation Apr 18, 2021 Answer Selection Question Answering
— Unverified GooAQ: Open Question Answering with Diverse Answer Types Apr 18, 2021 Open-Ended Question Answering Question Answering
Code Code Available ASBERT: Siamese and Triplet network embedding for open question answering Apr 17, 2021 Answer Selection Network Embedding
— Unverified Multi-Perspective Abstractive Answer Summarization Apr 17, 2021 Community Question Answering Question Answering
— Unverified A Graph-guided Multi-round Retrieval Method for Conversational Open-domain Question Answering Apr 17, 2021 Conversational Question Answering Open-Domain Question Answering
— Unverified Explaining Answers with Entailment Trees Apr 17, 2021 Language Modelling Question Answering
Code Code Available Mobile App Tasks with Iterative Feedback (MoTIF): Addressing Task Feasibility in Interactive Visual Environments Apr 17, 2021 Common Sense Reasoning Question Answering
Code Code Available BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Apr 17, 2021 Argument Retrieval Benchmarking
Code Code Available Joint Passage Ranking for Diverse Multi-Answer Retrieval Apr 17, 2021 Answer Generation Diversity
— Unverified ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning Apr 16, 2021 Machine Reading Comprehension Natural Language Queries
Code Code Available Q^2: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering Apr 16, 2021 Abstractive Text Summarization Dialogue Evaluation
Code Code Available Capturing Row and Column Semantics in Transformer Based Question Answering over Tables Apr 16, 2021 Question Answering
Code Code Available Multivalent Entailment Graphs for Question Answering Apr 16, 2021 Question Answering
— Unverified What to Pre-Train on? Efficient Intermediate Task Selection Apr 16, 2021 Multiple-choice Question Answering
Code Code Available Cross-Modal Retrieval Augmentation for Multi-Modal Classification Apr 16, 2021 Classification Cross-Modal Retrieval
— Unverified IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation Apr 16, 2021 Machine Translation Question Answering
Code Code Available VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks Apr 16, 2021 Information Retrieval Question Answering
— Unverified Editing Factual Knowledge in Language Models Apr 16, 2021 Fact Checking Meta-Learning
Code Code Available 