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Question Answering

4032 directly classified papers

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Papers

Boosting Policy and Process Reward Models with Monte Carlo Tree Search in Open-Domain QA ACL 2025
ReKG-MCTS: Reinforcing LLM Reasoning on Knowledge Graphs via Training-Free Monte Carlo Tree Search ACL 2025
LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-Context QA ACL 2025
WXImpactBench: A Disruptive Weather Impact Understanding Benchmark for Evaluating Large Language Models ACL 2025
From Phrases to Subgraphs: Fine-Grained Semantic Parsing for Knowledge Graph Question Answering ACL 2025
HTML: Hierarchical Topology Multi-task Learning for Semantic Parsing in Knowledge Base Question Answering ACL 2025
COMPKE: Complex Question Answering under Knowledge Editing ACL 2025
Commonsense Video Question Answering through Video-Grounded Entailment Tree Reasoning CVPR 2025
A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMs ACL 2025
MIMO: A Medical Vision Language Model with Visual Referring Multimodal Input and Pixel Grounding Multimodal Output CVPR 2025
Conversational Exploration of Literature Landscape with LitChat IJCAI 2025
Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering ACL 2025
AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation ACL 2025
Domaino1s: Guiding LLM Reasoning for Explainable Answers in High-Stakes Domains ACL 2025
SANSKRITI: A Comprehensive Benchmark for Evaluating Language Models’ Knowledge of Indian Culture ACL 2025
CLIX: Cross-Lingual Explanations of Idiomatic Expressions ACL 2025
FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs ACL 2025
Question Answering in Climate Adaptation for Agriculture: Model Development and Evaluation with Expert Feedback ACL 2025
StructFact: Reasoning Factual Knowledge from Structured Data with Large Language Models ACL 2025
Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation ACL 2025
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home ACL 2025
AdaCM^2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction CVPR 2025
NeoQA: Evidence-based Question Answering with Generated News Events ACL 2025
DRS: Deep Question Reformulation With Structured Output ACL 2025
Eliciting In-context Retrieval and Reasoning for Long-context Large Language Models ACL 2025