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question answering

2963 papers

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Also known as

QA Q&A Q/A

Co-occurring keywords

large language model (13587) retrieval-augmented generation (1592) information retrieval (1514) knowledge graph (1837) language model (4599) machine reading comprehension (430) reading comprehension (377) multi-hop reasoning (423) text generation (2913) knowledge base (804)

Papers

Familiarity-Aware Evidence Compression for Retrieval-Augmented Generation EMNLP 2025
Avoiding Knowledge Edit Skipping in Multi-hop Question Answering with Guided Decomposition EMNLP 2025
OkraLong: A Flexible Retrieval-Augmented Framework for Long-Text Question Answering EMNLP 2025
Self-Ensemble: Mitigating Confidence Distortion for Large Language Models EMNLP 2025
FoodSafeSum: Enabling Natural Language Processing Applications for Food Safety Document Summarization and Analysis EMNLP 2025
Reference-Guided Verdict: LLMs-as-Judges in Automatic Evaluation of Free-Form QA EMNLP 2025
Position IDs Matter: An Enhanced Position Layout for Efficient Context Compression in Large Language Models EMNLP 2025
Following Occam’s Razor: Dynamic Combination of Structured Knowledge for Multi-Hop Question Answering using LLMs EMNLP 2025
LastingBench: Defend Benchmarks Against Knowledge Leakage EMNLP 2025
LRMGS: A Language-Robust Metric for Evaluating Question Answering in Very Low-Resource Indic Languages AACL 2025
BookAsSumQA: An Evaluation Framework for Aspect-Based Book Summarization via Question Answering AACL 2025
VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos ICCV 2025
Not All Terms Matter: Recall-Oriented Adaptive Learning for PLM-aided Query Expansion in Open-Domain Question Answering ACL 2025
TabaQA at SemEval-2025 Task 8: Column Augmented Generation for Question Answering over Tabular Data ACL 2025
GuideQ: Framework for Guided Questioning for progressive informational collection and classification NAACL 2025
SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence ACL 2025
DoubleDipper: Recycling Contexts for Efficient and Attributed In-Context Learning AACL 2025
DocBench: A Benchmark for Evaluating LLM-based Document Reading Systems NAACL 2025
Entity Retrieval for Answering Entity-Centric Questions NAACL 2025
ELI-Why: Evaluating the Pedagogical Utility of Language Model Explanations ACL 2025
CLEV: LLM-Based Evaluation Through Lightweight Efficient Voting for Free-Form Question-Answering AACL 2025
Learning Sparsity for Effective and Efficient Music Performance Question Answering ACL 2025
Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method ACL 2025
“The dentist is an involved parent, the bartender is not”: Revealing Implicit Biases in QA with Implicit BBQ AACL 2025
LIMICS at ArchEHR-QA 2025: Prompting LLMs Beats Fine-Tuned Embeddings ACL 2025