mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs May 16, 2025 Information Retrieval Knowledge Graphs
Code Code Available 15 Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Feb 17, 2021 Caption Generation Diversity
Code Code Available 15 Lite Transformer with Long-Short Range Attention Apr 24, 2020 Abstractive Text Summarization AutoML
Code Code Available 15 KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base Jul 8, 2020 Attribute Diagnostic
Code Code Available 15 The Mirage of Model Editing: Revisiting Evaluation in the Wild Feb 16, 2025 Model Editing Question Answering
Code Code Available 15 The Natural Language Decathlon: Multitask Learning as Question Answering Jun 20, 2018 Decoder Domain Adaptation
Code Code Available 15 LLaSA: A Multimodal LLM for Human Activity Analysis Through Wearable and Smartphone Sensors Jun 20, 2024 16k Instruction Following
Code Code Available 15 KVLink: Accelerating Large Language Models via Efficient KV Cache Reuse Feb 21, 2025 Question Answering
Code Code Available 15 LIME: Less Is More for MLLM Evaluation Sep 10, 2024 Image Captioning Question Answering
Code Code Available 15 Lila: A Unified Benchmark for Mathematical Reasoning Oct 31, 2022 Diversity Mathematical Reasoning
Code Code Available 15 Linearly Mapping from Image to Text Space Sep 30, 2022 Image Captioning Image to text
Code Code Available 15 A Dataset for Medical Instructional Video Classification and Question Answering Jan 30, 2022 Classification Question Answering
Code Code Available 15 Language-Informed Visual Concept Learning Dec 6, 2023 Disentanglement Novel Concepts
Code Code Available 15 The SIFo Benchmark: Investigating the Sequential Instruction Following Ability of Large Language Models Jun 28, 2024 Instruction Following Question Answering
Code Code Available 15 Comprehensive Visual Question Answering on Point Clouds through Compositional Scene Manipulation Dec 22, 2021 Common Sense Reasoning Question Answering
Code Code Available 15 CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Dec 20, 2016 Diagnostic Question Answering
Code Code Available 15 AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant Nov 30, 2021 Question Answering Retrieval
Code Code Available 15 LibriSQA: A Novel Dataset and Framework for Spoken Question Answering with Large Language Models Aug 20, 2023 Multiple-choice Question Answering
Code Code Available 15 A Memory Efficient Baseline for Open Domain Question Answering Dec 30, 2020 Dimensionality Reduction Open-Domain Question Answering
Code Code Available 15 LifelongMemory: Leveraging LLMs for Answering Queries in Long-form Egocentric Videos Dec 7, 2023 EgoSchema Form
Code Code Available 15 A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction May 11, 2020 Machine Reading Comprehension Multi-Choice MRC
Code Code Available 15 Adapting Pretrained Text-to-Text Models for Long Text Sequences Sep 21, 2022 Long-range modeling Question Answering
Code Code Available 15 Compositional Semantic Parsing on Semi-Structured Tables Aug 3, 2015 Question Answering Semantic Parsing
Code Code Available 15 A Semantic-based Method for Unsupervised Commonsense Question Answering May 31, 2021 Question Answering Semantic Similarity
Code Code Available 15 AmbigQA: Answering Ambiguous Open-domain Questions Apr 22, 2020 Open-Domain Question Answering Question Answering
Code Code Available 15 AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning Mar 18, 2023 parameter-efficient fine-tuning Question Answering
Code Code Available 15 ComQA:Compositional Question Answering via Hierarchical Graph Neural Networks Jan 16, 2021 Answer Selection Machine Reading Comprehension
Code Code Available 15 TimelineQA: A Benchmark for Question Answering over Timelines Jun 1, 2023 Question Answering Retrieval
Code Code Available 15 LifeQA: A Real-life Dataset for Video Question Answering May 1, 2020 Multiple-choice Question Answering
Code Code Available 15 Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners May 22, 2022 Attribute Automatic Speech Recognition
Code Code Available 15 Language Quantized AutoEncoders: Towards Unsupervised Text-Image Alignment Feb 2, 2023 Attribute Few-Shot Image Classification
Code Code Available 15 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 15 Linguistic Calibration of Long-Form Generations Mar 30, 2024 Decision Making Form
Code Code Available 15 Complex Temporal Question Answering on Knowledge Graphs Sep 18, 2021 16k Entity Embeddings
Code Code Available 15 Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences Jan 27, 2022 Clinical Knowledge Document Classification
Code Code Available 15 Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset May 1, 2020 Machine Reading Comprehension Question Answering
Code Code Available 15 Large Language Models Encode Clinical Knowledge Dec 26, 2022 Clinical Knowledge MedQA
Code Code Available 15 Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference Dec 16, 2020 Feature Engineering Medical Question Answering
Code Code Available 15 ComplexTempQA: A Large-Scale Dataset for Complex Temporal Question Answering Jun 7, 2024 Information Retrieval Question Answering
Code Code Available 15 CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering Oct 30, 2020 Domain Adaptation Question Answering
Code Code Available 15 Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering Jul 2, 2020 Natural Questions Open-Domain Question Answering
Code Code Available 15 Leveraging Large Language Models for Concept Graph Recovery and Question Answering in NLP Education Feb 22, 2024 Question Answering Text Generation
Code Code Available 15 Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question Answering Jun 2, 2024 counterfactual Counterfactual Reasoning
Code Code Available 15 Leveraging Large Language Models for Multiple Choice Question Answering Oct 22, 2022 Answer Selection Multiple-choice
Code Code Available 15 Leveraging Semantic Parsing for Relation Linking over Knowledge Bases Sep 16, 2020 Abstract Meaning Representation Question Answering
Code Code Available 15 Large Language Models Reflect the Ideology of their Creators Oct 24, 2024 Question Answering Text Summarization
Code Code Available 15 Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata May 23, 2023 Knowledge Base Question Answering Knowledge Graphs
Code Code Available 15 Large language model validity via enhanced conformal prediction methods Jun 14, 2024 Conformal Prediction Language Modeling
Code Code Available 15 Complex Knowledge Base Question Answering: A Survey Aug 15, 2021 Information Retrieval Knowledge Base Question Answering
Code Code Available 15 ConceptBert: Concept-Aware Representation for Visual Question Answering Nov 1, 2020 Common Sense Reasoning Question Answering
Code Code Available 15