Are Deep Neural Networks SMARTer than Second Graders? Dec 20, 2022 Language Modelling Meta-Learning
Code Code Available ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition Benchmark Jan 9, 2025 Fairness Hallucination
Code Code Available EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding Aug 17, 2023 Diagnostic EgoSchema
Code Code Available Engineering flexible machine learning systems by traversing functionally-invariant paths Apr 30, 2022 Adversarial Robustness Continual Learning
Code Code Available ETC: Encoding Long and Structured Inputs in Transformers Apr 17, 2020 Position Question Answering
Code Code Available GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question Answering Apr 20, 2021 Graph Neural Network Graph Question Answering
Code Code Available Dynamic Language Binding in Relational Visual Reasoning Apr 30, 2020 Object Question Answering
Code Code Available DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering Mar 9, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering Aug 5, 2021 Open-Domain Question Answering Question Answering
Code Code Available DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering Jul 10, 2021 Graph Attention Question Answering
Code Code Available Dynamic Multimodal Evaluation with Flexible Complexity by Vision-Language Bootstrapping Oct 11, 2024 MME Question Answering
Code Code Available DSPNet: Dual-vision Scene Perception for Robust 3D Question Answering Mar 5, 2025 3D Question Answering (3D-QA) Question Answering
Code Code Available DrugEHRQA: A Question Answering Dataset on Structured and Unstructured Electronic Health Records For Medicine Related Queries May 3, 2022 Question Answering Text to SQL
Code Code Available Dual-Key Multimodal Backdoors for Visual Question Answering Dec 14, 2021 Question Answering Visual Question Answering
Code Code Available DyGKT: Dynamic Graph Learning for Knowledge Tracing Jul 30, 2024 Graph Learning Knowledge Tracing
Code Code Available Dynamically Fused Graph Network for Multi-hop Reasoning May 16, 2019 Question Answering
Code Code Available Dynamic Relevance Graph Network for Knowledge-Aware Question Answering Sep 20, 2022 Graph Neural Network Question Answering
Code Code Available DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain Feb 20, 2024 named-entity-recognition Named Entity Recognition
Code Code Available EarthVQA: Towards Queryable Earth via Relational Reasoning-Based Remote Sensing Visual Question Answering Dec 19, 2023 Object Object Counting
Code Code Available DREAM: Improving Situational QA by First Elaborating the Situation Dec 16, 2021 Question Answering
Code Code Available ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram Jun 21, 2023 Question Answering
Code Code Available Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments Dec 19, 2022 In-Context Learning Knowledge Base Question Answering
Code Code Available Editing Factual Knowledge in Language Models Apr 16, 2021 Fact Checking Meta-Learning
Code Code Available Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction Nov 26, 2020 Open-Domain Question Answering Question Answering
Code Code Available DOM-LM: Learning Generalizable Representations for HTML Documents Jan 25, 2022 Attribute Attribute Extraction
Code Code Available Towards General Natural Language Understanding with Probabilistic Worldbuilding May 6, 2021 Natural Language Understanding Question Answering
Code Code Available Effective Human-AI Teams via Learned Natural Language Rules and Onboarding Nov 2, 2023 Language Modeling Language Modelling
Code Code Available Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval Sep 27, 2020 Question Answering Retrieval
Code Code Available Don't Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases Sep 9, 2019 Natural Language Inference Question Answering
Code Code Available DRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace Editing Jan 24, 2025 Language Modeling Language Modelling
Code Code Available DocVXQA: Context-Aware Visual Explanations for Document Question Answering May 12, 2025 Question Answering
Code Code Available Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific Information Feb 20, 2025 Question Answering
Code Code Available 3D Vision and Language Pretraining with Large-Scale Synthetic Data Jul 8, 2024 Dense Captioning Diversity
Code Code Available DocVQA: A Dataset for VQA on Document Images Jul 1, 2020 Question Answering Reading Comprehension
Code Code Available Agentic Keyframe Search for Video Question Answering Mar 20, 2025 EgoSchema Question Answering
Code Code Available EgoToM: Benchmarking Theory of Mind Reasoning from Egocentric Videos Mar 28, 2025 Benchmarking Question Answering
Code Code Available EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries Feb 25, 2024 Decision Making Question Answering
Code Code Available EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images Oct 28, 2023 Decision Making Medical Visual Question Answering
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 ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators Mar 23, 2020 GPU Language Modeling
Code Code Available Does Vision-and-Language Pretraining Improve Lexical Grounding? Sep 21, 2021 Question Answering Visual Question Answering
Code Code Available Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering May 25, 2021 Abstract Meaning Representation ARC
Code Code Available Empirical Study of Zero-Shot NER with ChatGPT Oct 16, 2023 Arithmetic Reasoning named-entity-recognition
Code Code Available Empower Entity Set Expansion via Language Model Probing Apr 29, 2020 Language Modeling Language Modelling
Code Code Available Ditch the Gold Standard: Re-evaluating Conversational Question Answering Dec 16, 2021 Conversational Question Answering Question Answering
Code Code Available Answering Questions by Meta-Reasoning over Multiple Chains of Thought Apr 25, 2023 Multi-hop Question Answering Question Answering
Code Code Available AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages May 11, 2023 Question Answering Retrieval
Code Code Available Answering Questions on COVID-19 in Real-Time Jun 29, 2020 Information Retrieval Question Answering
Code Code Available Diversify Question Generation with Retrieval-Augmented Style Transfer Oct 23, 2023 Diversity Question Answering
Code Code Available Distilling Knowledge from Reader to Retriever for Question Answering Dec 8, 2020 Information Retrieval Knowledge Distillation
Code Code Available 