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

Overview of the ArchEHR-QA 2025 Shared Task on Grounded Question Answering from Electronic Health Records ACL 2025

PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from related Example Banks NAACL 2025

HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation ACL 2025

ECoRAG: Evidentiality-guided Compression for Long Context RAG ACL 2025

KR Labs at ArchEHR-QA 2025: A Verbatim Approach for Evidence-Based Question Answering ACL 2025

HELIOS: Harmonizing Early Fusion, Late Fusion, and LLM Reasoning for Multi-Granular Table-Text Retrieval ACL 2025

ATLANTIS at SemEval-2025 Task 3 : Detecting Hallucinated Text Spans in Question Answering SEMEVAL 2025

All That Glitters is Not Gold: Improving Robust Retrieval-Augmented Language Models with Fact-Centric Preference Alignment ACL 2025

PeerQA: A Scientific Question Answering Dataset from Peer Reviews NAACL 2025

Hybrid Graphs for Table-and-Text based Question Answering using LLMs NAACL 2025

CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models NAACL 2025

Forest for the Trees: Overarching Prompting Evokes High-Level Reasoning in Large Language Models NAACL 2025

RAP: A Metric for Balancing Repetition and Performance in Open-Source Large Language Models NAACL 2025

Pointwise Mutual Information as a Performance Gauge for Retrieval-Augmented Generation NAACL 2025

IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models NAACL 2025

CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-Checking NAACL 2025

Beyond End-to-End VLMs: Leveraging Intermediate Text Representations for Superior Flowchart Understanding NAACL 2025

Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions NAACL 2025

Citations and Trust in LLM Generated Responses AAAI 2025

ESGenius: Benchmarking LLMs on Environmental, Social, and Governance (ESG) and Sustainability Knowledge EMNLP 2025

LORAXBENCH: A Multitask, Multilingual Benchmark Suite for 20 Indonesian Languages EMNLP 2025

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability EMNLP 2025

Unanswerability Evaluation for Retrieval Augmented Generation ACL 2025

Facilitating Long Context Understanding via Supervised Chain-of-Thought Reasoning EMNLP 2025

Firefly Team at SemEval-2025 Task 8: Question-Answering over Tabular Data using SQL/Python generation with Closed-Source Large Language Models SEMEVAL 2025