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Question Answering

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Papers

Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering ACL 2025
Analyzing the Sensitivity of Vision Language Models in Visual Question Answering ACL 2025
Multi-Hop Question Generation via Dual-Perspective Keyword Guidance ACL 2025
heiDS at ArchEHR-QA 2025: From Fixed-k to Query-dependent-k for Retrieval Augmented Generation ACL 2025
RMath: A Logic Reasoning-Focused Datasets Toward Mathematical Multistep Reasoning Tasks AAAI 2025
D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering EMNLP 2025
Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models ACL 2025
The Mirage of Model Editing: Revisiting Evaluation in the Wild ACL 2025
Beyond the Answer: Advancing Multi-Hop QA with Fine-Grained Graph Reasoning and Evaluation ACL 2025
RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering EMNLP 2025
Improving Context Fidelity via Native Retrieval-Augmented Reasoning EMNLP 2025
Recursive Question Understanding for Complex Question Answering over Heterogeneous Personal Data ACL 2025
OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval ACL 2025
ROBOTO2: An Interactive System and Dataset for LLM-assisted Clinical Trial Risk of Bias Assessment EMNLP 2025
RoToR: Towards More Reliable Responses for Order-Invariant Inputs ACL 2025
HELIOS: Harmonizing Early Fusion, Late Fusion, and LLM Reasoning for Multi-Granular Table-Text Retrieval ACL 2025
PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models ACL 2025
AERA Chat: An Interactive Platform for Automated Explainable Student Answer Assessment EMNLP 2025
SpiritRAG: A Q&A System for Religion and Spirituality in the United Nations Archive EMNLP 2025
Overview of the Critical Questions Generation Shared Task ACL 2025
Causal Graph based Event Reasoning using Semantic Relation Experts ACL 2025
JTD-UAV: MLLM-Enhanced Joint Tracking and Description Framework for Anti-UAV Systems CVPR 2025
UTSA-NLP at ArchEHR-QA 2025: Improving EHR Question Answering via Self-Consistency Prompting ACL 2025
UIC at ArchEHR-QA 2025: Tri-Step Pipeline for Reliable Grounded Medical Question Answering ACL 2025
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering CVPR 2025