← Applications
Natural Language Processing › Applications ›

Question Answering

4032 directly classified papers

Papers per year

Papers

FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection ACL 2024
Efficient SQA from Long Audio Contexts: A Policy-driven Approach INTERSPEECH 2024
DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding INTERSPEECH 2024
Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models ACL 2024
TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy NIPS 2024
GSQA: An End-to-End Model for Generative Spoken Question Answering INTERSPEECH 2024
Learning to Ask Denotative and Connotative Questions for Knowledge-based VQA EMNLP 2024
QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction ACL 2024
TM-PATHVQA: 90000+ Textless Multilingual Questions for Medical Visual Question Answering INTERSPEECH 2024
Temporal Knowledge Question Answering via Abstract Reasoning Induction ACL 2024
CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes NIPS 2024
Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs EMNLP 2024
TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation EMNLP 2024
DisGeM: Distractor Generation for Multiple Choice Questions with Span Masking EMNLP 2024
TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish EMNLP 2024
Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs ACL 2024
LINKAGE: Listwise Ranking among Varied-Quality References for Non-Factoid QA Evaluation via LLMs EMNLP 2024
Difficult Task Yes but Simple Task No: Unveiling the Laziness in Multimodal LLMs EMNLP 2024
Making Long-Context Language Models Better Multi-Hop Reasoners ACL 2024
MoReVQA: Exploring Modular Reasoning Models for Video Question Answering CVPR 2024
E-QGen: Educational Lecture Abstract-based Question Generation System IJCAI 2024
Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration EMNLP 2024
ScreenAI: A Vision-Language Model for UI and Infographics Understanding IJCAI 2024
CMMU: A Benchmark for Chinese Multi-modal Multi-type Question Understanding and Reasoning IJCAI 2024
Evaluation of Question Answer Generation for Portuguese: Insights and Datasets EMNLP 2024