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Question Answering

4,032 papers

Papers per year

Papers

AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation EMNLP 2024
Enhancing Arguments Recognition for Financial Mathematical Reasoning over Hybrid Data EMNLP 2024
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context EMNLP 2024
QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism EMNLP 2024
Context-Driven Index Trimming: A Data Quality Perspective to Enhancing Precision of RALMs EMNLP 2024
Evaluation of Question Answer Generation for Portuguese: Insights and Datasets EMNLP 2024
MathFish: Evaluating Language Model Math Reasoning via Grounding in Educational Curricula EMNLP 2024
Evaluating Biases in Context-Dependent Sexual and Reproductive Health Questions EMNLP 2024
M2QA: Multi-domain Multilingual Question Answering EMNLP 2024
Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL EMNLP 2024
LINKAGE: Listwise Ranking among Varied-Quality References for Non-Factoid QA Evaluation via LLMs EMNLP 2024
TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish EMNLP 2024
Difficult Task Yes but Simple Task No: Unveiling the Laziness in Multimodal LLMs EMNLP 2024
Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration EMNLP 2024
Retrieval and Reasoning on KGs: Integrate Knowledge Graphs into Large Language Models for Complex Question Answering EMNLP 2024
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation EMNLP 2024
Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs EMNLP 2024
Learning to Ask Denotative and Connotative Questions for Knowledge-based VQA EMNLP 2024
TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation EMNLP 2024
Datasets for Multilingual Answer Sentence Selection EMNLP 2024
Question-guided Knowledge Graph Re-scoring and Injection for Knowledge Graph Question Answering EMNLP 2024
QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs EMNLP 2024
Exploring Hint Generation Approaches for Open-Domain Question Answering EMNLP 2024
PEDANTS: Cheap but Effective and Interpretable Answer Equivalence EMNLP 2024
Detecting Temporal Ambiguity in Questions EMNLP 2024