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Question Answering

4032 directly classified papers

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Papers

MoReVQA: Exploring Modular Reasoning Models for Video Question Answering CVPR 2024
Efficient SQA from Long Audio Contexts: A Policy-driven Approach INTERSPEECH 2024
A Notion of Complexity for Theory of Mind via Discrete World Models EMNLP 2024
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer’s Disease Questions with Scientific Literature EMNLP 2024
Are LLMs Aware that Some Questions are not Open-ended? EMNLP 2024
IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce EMNLP 2024
OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM CVPR 2024
LLMs Cannot (Yet) Match the Specificity and Simplicity of Online Communities in Long Form Question Answering EMNLP 2024
EconLogicQA: A Question-Answering Benchmark for Evaluating Large Language Models in Economic Sequential Reasoning EMNLP 2024
Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering ACL 2024
Chain-of-Rewrite: Aligning Question and Documents for Open-Domain Question Answering EMNLP 2024
DIEM: Decomposition-Integration Enhancing Multimodal Insights CVPR 2024
AHP-Powered LLM Reasoning for Multi-Criteria Evaluation of Open-Ended Responses EMNLP 2024
Visual Question Decomposition on Multimodal Large Language Models EMNLP 2024
SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQA EMNLP 2024
Zero-Shot End-To-End Spoken Question Answering In Medical Domain INTERSPEECH 2024
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering ACL 2024
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations NIPS 2024
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering EMNLP 2024
MC-indexing: Effective Long Document Retrieval via Multi-view Content-aware Indexing EMNLP 2024
QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism EMNLP 2024
MAPLM: A Real-World Large-Scale Vision-Language Benchmark for Map and Traffic Scene Understanding CVPR 2024
VTQA: Visual Text Question Answering via Entity Alignment and Cross-Media Reasoning CVPR 2024
DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding INTERSPEECH 2024
Linguistically Conditioned Semantic Textual Similarity ACL 2024