Question Answering

Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data NAACL 2024 Extracting Training Data From Document-Based VQA Models ICML 2024 Extrinsic evaluation of question generation methods with user journey logs COLING 2024 Eye-Tracking Features Masking Transformer Attention in Question-Answering Tasks COLING 2024 FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models ACL 2024 FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection ACL 2024 Few shot chain-of-thought driven reasoning to prompt LLMs for open-ended medical question answering EMNLP 2024 Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind ICML 2024 Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering EACL 2024 Few-shot Question Generation for Reading Comprehension ACL 2024 Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning ACL 2024 FinBen: A Holistic Financial Benchmark for Large Language Models NeurIPS 2024 Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions ACL 2024 Fine-Tuning and Retrieval Augmented Generation for Question Answering Using Affordable Large Language Models COLING 2024 Fine-tuning Smaller Language Models for Question Answering over Financial Documents EMNLP 2024 FinTextQA: A Dataset for Long-form Financial Question Answering ACL 2024 FlexiQA: Leveraging LLM’s Evaluation Capabilities for Flexible Knowledge Selection in Open-domain Question Answering EACL 2024 FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering AAAI 2024 FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents EMNLP 2024 FlowVQA: Mapping Multimodal Logic in Visual Question Answering with Flowcharts ACL 2024 FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food Culture EMNLP 2024 Fool Your (Vision and) Language Model with Embarrassingly Simple Permutations ICML 2024 FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering NAACL 2024 FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation ACL 2024 From RAG to Riches: Retrieval Interlaced with Sequence Generation EMNLP 2024