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Question Answering

4,072 papers

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Papers

FALCONEye: Finding Answers and Localizing Content in ONE-hour-long videos with multi-modal LLMs WACV 2026

Crafting Descriptive Information for a Zero-shot Method to Improve Knowledge-Based Visual Question Answering Performance WACV 2026

Direct Visual Grounding by Directing Attention of Visual Tokens WACV 2026

CLIP-UP: CLIP-Based Unanswerable Problem Detection for Visual Question Answering WACV 2026

FAST-EQA: Efficient Embodied Question Answering with Global and Local Region Relevancy WACV 2026

MarineEval: Assessing the Marine Intelligence of Vision-Language Models WACV 2026

ReFineVQA: Iterative Refinement of Video Description via Feedback Generation for Video Question Answering WACV 2026

Tables Decoded: DELTA for Structure, TARQA for Understanding WACV 2026

MapVerse: A Benchmark for Geospatial Question Answering on Diverse Real-World Maps WACV 2026

Relevance-aware Multi-context Contrastive Decoding for Retrieval-augmented Visual Question Answering WACV 2026

T2-RAGBench: Text-and-Table Benchmark for Evaluating Retrieval-Augmented Generation EACL 2026

Out of Style: RAG’s Fragility to Linguistic Variation EACL 2026

Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs EACL 2026

Detecting (Un)answerability in Large Language Models with Linear Directions EACL 2026

PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR EACL 2026

Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graph for Retrieval-Augmented Generation EACL 2026

Knowledge Extraction on Semi-Structured Content: Does It Remain Relevant for Question Answering in the Era of LLMs? EACL 2026

A Computational Approach to Visual Metonymy EACL 2026

Reasoning or Knowledge: Stratified Evaluation of Biomedical LLMs EACL 2026

What Breaks Knowledge Graph based RAG? Benchmarking and Empirical Insights into Reasoning under Incomplete Knowledge EACL 2026

ReMedQA: Are We Done With Medical Multiple-Choice Benchmarks? EACL 2026

Classifying and Addressing the Diversity of Errors in Retrieval-Augmented Generation Systems EACL 2026

Helios: A Foundational Language Model for Smart Energy Knowledge Reasoning and Application EACL 2026

Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA EACL 2026

CHROMIC: Chronological Reasoning Across Multi-Panel Comics EACL 2026