question answering

2904 papers

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Also known as

MCQ VIDEOQA QA QA OR NULL KGQA Q&A DOCQA ODQA Q/A CQA QNA PQA WHY-QA MCQA MRC KBQA VQA

Co-occurring keywords

large language model (12755) retrieval-augmented generation (1459) information retrieval (1493) knowledge graph (1795) language model (4573) machine reading comprehension (430) reading comprehension (372) multi-hop reasoning (400) text generation (2903) knowledge base (801)

Papers

Relink: Constructing Query-Driven Evidence Graph On-the-Fly for GraphRAG AAAI 2026

TaREx: Reinforcement Learning for Code-Driven Table Reasoning AAAI 2026

Bonsai: Interpretable Tree-Adaptive Grounded Reasoning AAAI 2026

Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning AAAI 2026

Collaborative Enhancement of Large and Small Models for Question Answering via Dual Knowledge Transfer AAAI 2026

Time-aware ReAct Agent for Temporal Knowledge Graph Question Answering NAACL 2025

Empowering LLMs with Logical Reasoning: A Comprehensive Survey IJCAI 2025

Dynamic Strategy Planning for Efficient Question Answering with Large Language Models NAACL 2025

BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression NAACL 2025

Can Retelling Have Adequate Information for Reasoning? An Enhancement Method for Imperfect Video Understanding with Large Language Model IJCAI 2025

Unleashing Multi-Hop Reasoning Potential in Large Language Models through Repetition of Misordered Context NAACL 2025

MRT at SemEval-2025 Task 8: Maximizing Recovery from Tables with Multiple Steps ACL 2025

I2R-NLP at SemEval-2025 Task 8: Question Answering on Tabular Data ACL 2025

Semantic Masking in a Needle-in-a-haystack Test for Evaluating Large Language Model Long-Text Capabilities COLING 2025

WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain ACL 2025

A Little Human Data Goes A Long Way ACL 2025

MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG NAACL 2025

LLM Agents for Coordinating Multi-User Information Gathering ACL 2025

UNIBUC-SD at ArchEHR-QA 2025: Prompting Our Way to Clinical QA with Multi-Model Ensembling ACL 2025

mRAKL: Multilingual Retrieval-Augmented Knowledge Graph Construction for Low-Resourced Languages ACL 2025

MDBench: A Synthetic Multi-Document Reasoning Benchmark Generated with Knowledge Guidance ACL 2025

ReproHum #0031-01: Reproducing the Human Evaluation of Readability from “It is AI’s Turn to Ask Humans a Question” ACL 2025

TCQA2: A Tiered Conversational Q&A Agent in Gaming ACL 2025

A Large-Scale Real-World Evaluation of an LLM-Based Virtual Teaching Assistant ACL 2025

Quantifying Memorization and Parametric Response Rates in Retrieval-Augmented Vision-Language Models ACL 2025