DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering Nov 10, 2022 counterfactual Data Augmentation
Code Code Available Visual Named Entity Linking: A New Dataset and A Baseline Nov 9, 2022 Entity Linking Image Retrieval
Code Code Available KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction Nov 4, 2022 Fraud Detection Knowledge Graph Completion
Code Code Available RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question Nov 2, 2022 Question Answering Question Generation
Code Code Available T5lephone: Bridging Speech and Text Self-supervised Models for Spoken Language Understanding via Phoneme level T5 Nov 1, 2022 Language Modeling Language Modelling
Code Code Available Lila: A Unified Benchmark for Mathematical Reasoning Oct 31, 2022 Diversity Mathematical Reasoning
Code Code Available An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks Oct 30, 2022 Computational Efficiency Question Answering
Code Code Available Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering Oct 29, 2022 Binary Classification Question Answering
Code Code Available MorphTE: Injecting Morphology in Tensorized Embeddings Oct 27, 2022 Learning Word Embeddings Machine Translation
Code Code Available CS1QA: A Dataset for Assisting Code-based Question Answering in an Introductory Programming Course Oct 26, 2022 Question Answering
Code Code Available RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering Oct 25, 2022 Question Answering Retrieval
Code Code Available VLC-BERT: Visual Question Answering with Contextualized Commonsense Knowledge Oct 24, 2022 Question Answering Visual Question Answering
Code Code Available ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs Oct 24, 2022 Graph Question Answering Knowledge Graphs
Code Code Available Cross-document Event Coreference Search: Task, Dataset and Modeling Oct 23, 2022 Coreference Resolution Cross Document Coreference Resolution
Code Code Available Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge Oct 22, 2022 Open-Domain Question Answering Question Answering
Code Code Available Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models Oct 22, 2022 Cross-Lingual Transfer Natural Language Understanding
Code Code Available ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples Oct 22, 2022 Fact Verification Question Answering
Code Code Available Leveraging Large Language Models for Multiple Choice Question Answering Oct 22, 2022 Answer Selection Multiple-choice
Code Code Available Efficiently Tuned Parameters are Task Embeddings Oct 21, 2022 Question Answering Text Classification
Code Code Available GraphNeT: Graph neural networks for neutrino telescope event reconstruction Oct 21, 2022 Question Answering
Code Code Available InforMask: Unsupervised Informative Masking for Language Model Pretraining Oct 21, 2022 Language Modeling Language Modelling
Code Code Available Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking Oct 19, 2022 Argument Retrieval Information Retrieval
Code Code Available ELASTIC: Numerical Reasoning with Adaptive Symbolic Compiler Oct 18, 2022 Math Word Problem Solving Question Answering
Code Code Available PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance Oct 17, 2022 Code Generation Conversational Question Answering
Code Code Available RARR: Researching and Revising What Language Models Say, Using Language Models Oct 17, 2022 Few-Shot Learning Language Modeling
Code Code Available UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation Oct 15, 2022 Question Answering Semantic Parsing
Code Code Available SQA3D: Situated Question Answering in 3D Scenes Oct 14, 2022 Question Answering Referring Expression
Code Code Available MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation Oct 14, 2022 Contrastive Learning Knowledge Graph Completion
Code Code Available MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting Oct 13, 2022 Image Captioning Question Answering
Code Code Available SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models Oct 12, 2022 Object Question Answering
Code Code Available Task Compass: Scaling Multi-task Pre-training with Task Prefix Oct 12, 2022 Common Sense Reasoning Data Augmentation
Code Code Available OpenCQA: Open-ended Question Answering with Charts Oct 12, 2022 Arithmetic Reasoning Descriptive
Code Code Available ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding Oct 12, 2022 document-image-classification Document Image Classification
Code Code Available Discourse Analysis via Questions and Answers: Parsing Dependency Structures of Questions Under Discussion Oct 12, 2022 Dependency Parsing Question Answering
Code Code Available Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering Oct 11, 2022 Open-Domain Question Answering Question Answering
Code Code Available Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA Oct 11, 2022 Open-Domain Question Answering Question Answering
Code Code Available MAP: Multimodal Uncertainty-Aware Vision-Language Pre-training Model Oct 11, 2022 Contrastive Learning Image-text matching
Code Code Available Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning Oct 10, 2022 Contrastive Learning Question Answering
Code Code Available Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA Oct 10, 2022 Question Answering Visual Question Answering
Code Code Available Learning Fine-Grained Visual Understanding for Video Question Answering via Decoupling Spatial-Temporal Modeling Oct 8, 2022 Language Modeling Language Modelling
Code Code Available EgoTaskQA: Understanding Human Tasks in Egocentric Videos Oct 8, 2022 Action Localization counterfactual
Code Code Available Calibrating Factual Knowledge in Pretrained Language Models Oct 7, 2022 Knowledge Probing Question Answering
Code Code Available ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering Oct 7, 2022 Conversational Question Answering Question Answering
Code Code Available A Unified Encoder-Decoder Framework with Entity Memory Oct 7, 2022 Decoder Question Answering
Code Code Available Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering Oct 6, 2022 Question Answering Reinforcement Learning (RL)
Code Code Available Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners Oct 6, 2022 Common Sense Reasoning Coreference Resolution
Code Code Available Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering Oct 6, 2022 Entity Embeddings Graph Neural Network
Code Code Available Large Language Models are Pretty Good Zero-Shot Video Game Bug Detectors Oct 5, 2022 Common Sense Reasoning Language Modelling
Code Code Available Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering Oct 4, 2022 Question Answering
Code Code Available Towards Improving Faithfulness in Abstractive Summarization Oct 4, 2022 Abstractive Text Summarization Decoder
Code Code Available 