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Question Answering

4032 directly classified papers

Papers per year

Papers

KU-DMIS at EHRSQL 2024 : Generating SQL query via question templatization in EHR NAACL 2024
CYUT at SemEval-2024 Task 7: A Numerals Augmentation and Feature Enhancement Approach to Numeral Reading Comprehension NAACL 2024
Silver Retriever: Advancing Neural Passage Retrieval for Polish Question Answering COLING 2024
Improving LLM-based KGQA for multi-hop Question Answering with implicit reasoning in few-shot examples ACL 2024
Application of Generative AI as an Enterprise Wikibase Knowledge Graph Q&A System ACL 2024
LTRC-IIITH at EHRSQL 2024: Enhancing Reliability of Text-to-SQL Systems through Abstention and Confidence Thresholding NAACL 2024
Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models ACL 2024
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI CVPR 2024
SaSR-Net: Source-Aware Semantic Representation Network for Enhancing Audio-Visual Question Answering EMNLP 2024
Large Language Models are In-context Teachers for Knowledge Reasoning EMNLP 2024
Chain-of-Question: A Progressive Question Decomposition Approach for Complex Knowledge Base Question Answering ACL 2024
ScreenAI: A Vision-Language Model for UI and Infographics Understanding IJCAI 2024
Efficient Knowledge Infusion via KG-LLM Alignment ACL 2024
MediFact at MEDIQA-CORR 2024: Why AI Needs a Human Touch NAACL 2024
Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs ACL 2024
CMMU: A Benchmark for Chinese Multi-modal Multi-type Question Understanding and Reasoning IJCAI 2024
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models ACL 2024
Project PRIMUS at EHRSQL 2024 : Text-to-SQL Generation using Large Language Model for EHR Analysis NAACL 2024
Uncovering Limitations of Large Language Models in Information Seeking from Tables ACL 2024
Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs ACL 2024
CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph ACL 2024
Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records NAACL 2024
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models ACL 2024
ChatQA: Surpassing GPT-4 on Conversational QA and RAG NIPS 2024
A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains ACL 2024