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Question Answering

4,032 papers

Papers per year

Papers

Don’t Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration ACL 2024
HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs ACL 2024
M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought ACL 2024
MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems NIPS 2024
Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation EMNLP 2024
An Empirical Study of Multilingual Reasoning Distillation for Question Answering EMNLP 2024
RT-VQ2A2: Real Time Vector Quantized Question Answering with ASR COLING 2024
Unlocking Markets: A Multilingual Benchmark to Cross-Market Question Answering EMNLP 2024
Unveiling Implicit Table Knowledge with Question-Then-Pinpoint Reasoner for Insightful Table Summarization EMNLP 2024
ConVQG: Contrastive Visual Question Generation with Multimodal Guidance AAAI 2024
Is Your Large Language Model Knowledgeable or a Choices-Only Cheater? ACL 2024
Leros: Learning Explicit Reasoning on Synthesized Data for Commonsense Question Answering COLING 2024
Automated Question-Answer Generation for Evaluating RAG-based Chatbots COLING 2024
How Teachers Can Use Large Language Models and Bloom’s Taxonomy to Create Educational Quizzes AAAI 2024
Measuring the Groundedness of Legal Question-Answering Systems EMNLP 2024
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering EMNLP 2024
Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA EMNLP 2024
OpenEQA: Embodied Question Answering in the Era of Foundation Models CVPR 2024
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs NIPS 2024
MAR: Matching-Augmented Reasoning for Enhancing Visual-based Entity Question Answering EMNLP 2024
Equipping Language Models with Tool Use Capability for Tabular Data Analysis in Finance EACL 2024
IKIM at MEDIQA-M3G 2024: Multilingual Visual Question-Answering for Dermatology through VLM Fine-tuning and LLM Translations NAACL 2024
Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors EMNLP 2024
ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question Answering EMNLP 2024
Self-Prompting Large Language Models for Zero-Shot Open-Domain QA NAACL 2024