Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering May 25, 2021 Abstract Meaning Representation ARC
Code Code Available Dynamically Fused Graph Network for Multi-hop Reasoning May 16, 2019 Question Answering
Code Code Available DyGKT: Dynamic Graph Learning for Knowledge Tracing Jul 30, 2024 Graph Learning Knowledge Tracing
Code Code Available APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning Dec 14, 2022 Conversational Question Answering Diversity
Code Code Available Dynamic Language Binding in Relational Visual Reasoning Apr 30, 2020 Object Question Answering
Code Code Available DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines Nov 17, 2023 Language Modelling Large Language Model
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 Dual-Key Multimodal Backdoors for Visual Question Answering Dec 14, 2021 Question Answering Visual 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 3D Vision and Language Pretraining with Large-Scale Synthetic Data Jul 8, 2024 Dense Captioning Diversity
Code Code Available FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding Dec 5, 2020 image-classification Image Classification
Code Code Available Fluent Response Generation for Conversational Question Answering May 21, 2020 Conversational Question Answering Data Augmentation
Code Code Available DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering Jul 10, 2021 Graph Attention Question Answering
Code Code Available EA^2E: Improving Consistency with Event Awareness for Document-Level Argument Extraction May 30, 2022 Event Argument Extraction Knowledge Base Population
Code Code Available Effective Human-AI Teams via Learned Natural Language Rules and Onboarding Nov 2, 2023 Language Modeling Language Modelling
Code Code Available DRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace Editing Jan 24, 2025 Language Modeling Language Modelling
Code Code Available AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages May 11, 2023 Question Answering Retrieval
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 From Problem-Solving to Teaching Problem-Solving: Aligning LLMs with Pedagogy using Reinforcement Learning May 21, 2025 Question Answering Reinforcement Learning (RL)
Code Code Available DREAM: Improving Situational QA by First Elaborating the Situation Dec 16, 2021 Question Answering
Code Code Available An Optimal Algorithm for Finding Champions in Tournament Graphs Nov 26, 2021 Conversational Search Information Retrieval
Code Code Available DOM-LM: Learning Generalizable Representations for HTML Documents Jan 25, 2022 Attribute Attribute Extraction
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 Ask to Know More: Generating Counterfactual Explanations for Fake Claims Jun 10, 2022 Articles counterfactual
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 g3D-LF: Generalizable 3D-Language Feature Fields for Embodied Tasks Nov 26, 2024 Contrastive Learning Question Answering
Code Code Available AQuaMuSe: Automatically Generating Datasets for Query-Based Multi-Document Summarization Oct 23, 2020 Document Summarization Multi-Document Summarization
Code Code Available Does Vision-and-Language Pretraining Improve Lexical Grounding? Sep 21, 2021 Question Answering Visual Question Answering
Code Code Available AIONER: All-in-one scheme-based biomedical named entity recognition using deep learning Nov 30, 2022 All Multi-Task Learning
Code Code Available Generalizing from SIMPLE to HARD Visual Reasoning: Can We Mitigate Modality Imbalance in VLMs? Jan 5, 2025 Image Captioning Image to text
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 Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs May 28, 2020 Question-Answer-Generation 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 Generative Bias for Robust Visual Question Answering Aug 1, 2022 Knowledge Distillation Question Answering
Code Code Available DocNLI: A Large-scale Dataset for Document-level Natural Language Inference Jun 17, 2021 Natural Language Inference Question Answering
Code Code Available Diversify Question Generation with Retrieval-Augmented Style Transfer Oct 23, 2023 Diversity Question Answering
Code Code Available Ditch the Gold Standard: Re-evaluating Conversational Question Answering Dec 16, 2021 Conversational Question Answering Question Answering
Code Code Available Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents Mar 6, 2022 Community Question Answering Information Retrieval
Code Code Available DocVQA: A Dataset for VQA on Document Images Jul 1, 2020 Question Answering Reading Comprehension
Code Code Available GeoGalactica: A Scientific Large Language Model in Geoscience Dec 31, 2023 Document Classification General Knowledge
Code Code Available Distilled Dual-Encoder Model for Vision-Language Understanding Dec 16, 2021 Image to text model
Code Code Available DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Oct 2, 2019 Hate Speech Detection Knowledge Distillation
Code Code Available ArabicaQA: A Comprehensive Dataset for Arabic Question Answering Mar 26, 2024 Benchmarking Machine Reading Comprehension
Code Code Available Distilling Knowledge from Reader to Retriever for Question Answering Dec 8, 2020 Information Retrieval Knowledge Distillation
Code Code Available Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation Nov 1, 2021 Open-Domain Question Answering Question Answering
Code Code Available Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering Jun 8, 2021 Data Augmentation Question Answering
Code Code Available Distantly-Supervised Evidence Retrieval Enables Question Answering without Evidence Annotation Oct 10, 2021 Open-Domain Question Answering Question Answering
Code Code Available Distinguishing Ignorance from Error in LLM Hallucinations Oct 29, 2024 Hallucination Question Answering
Code Code Available ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering Apr 17, 2022 Knowledge Base Question Answering Program induction
Code Code Available DocVXQA: Context-Aware Visual Explanations for Document Question Answering May 12, 2025 Question Answering
Code Code Available 