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Korea AI Labs

질의응답

Question Answering · 연구실 49곳 · 논문 99편

다른 주제·대학과 함께 찾기
POSTECH6/15
KU6/23
Yonsei10/37
KAIST15/57
SNU12/84
칸 하나가 연구실 하나예요. 이 주제 논문이 많을수록 밝아요.

관련 연구실

등급은 학회·저널 분류이며 연구실 순위가 아닙니다.

  1. POSTECH자연어처리·LLM

    이근배, 김형훈NLP Lab

    관련 논문 7편비중 9%연구 분야에 명시
    • 2026A Multi-Agent Framework for Feature-Constrained Difficulty Control in Reading Comprehension Item Generation ACL
    • 2026Can LLMs Estimate Cognitive Complexity of Reading Comprehension Items? ACL
    • 2025K-COMP: Retrieval-Augmented Medical Domain Question Answering With Knowledge-Injected Compressor NAACL
  2. KAISTAI for Science

    최윤재

    관련 논문 8편비중 13%
    • 2026EHRNote-ChatQA: A Benchmark for Evidence-Grounded Multi-Turn Clinical Question Answering over Longitudinal Discharge Summaries NeurIPS
    • 2026HiddenPathQA: A Benchmark for Knowledge Graph Question Answering When Questions Hide Their Paths NeurIPS
    • 2025FHIR-AgentBench: Benchmarking LLM Agents for Realistic Interoperable EHR Question Answering ML4H
  3. KAIST자연어처리·LLM

    오혜연U&I Lab

    관련 논문 7편비중 9%
    • 2025WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines NAACL
    • 2025Social Bias Benchmark for Generation: A Comparison of Generation and QA-Based Evaluations ACL Findings
    • 2025One‑Topic‑Doesn’t‑Fit‑All: Transcreating Reading Comprehension Test for Personalized Learning EMNLP
  4. SNU자연어처리·LLM

    정교민MI Lab

    관련 논문 4편비중 5%연구 분야에 명시
    • 2025AdvisorQA: Towards Helpful and Harmless Advice-seeking Question Answering with Collective Intelligence NAACL
    • 2025Return of EM: Entity-driven Answer Set Expansion for QA Evaluation COLING
    • 2023Dialogizer: Context-aware Conversational-QA Dataset Generation from Textual Sources EMNLP
  5. KU자연어처리·LLM

    임희석NLP&AI Lab

    관련 논문 4편비중 4%
    • 2026EASE: Entity-Aware Sub-table Generation for Real-world Multi-table QA ACL
    • 2026HiKEY: Hierarchical Multimodal Retrieval for Open-Domain Document Question Answering ACL
    • 2025StepKE: Stepwise Knowledge Editing for Multi-Hop Question Answering EMNLP Findings
  6. POSTECH데이터 마이닝

    한욱신Data Systems Lab

    관련 논문 3편비중 11%
    • 2026Hi-Q: Hierarchical Evidence-guided Query Refinement for Multi-Hop Question Answering NeurIPS
    • 2026SPARTA: Scalable and Principled Benchmark of Tree-Structured Multi-hop QA over Text and Tables ICLR
    • 2026TRACE: Table–Text Relationalization and Completion of Evidence for Coverage-Sensitive QA EMNLP
  7. KAIST컴퓨터 비전

    김현우MLV Lab

    관련 논문 5편비중 7%
    • 2026DocPrune: Efficient Document Question Answering via Background, Question, and Comprehension-aware Token Pruning CVPR
    • 2026Relevance-aware Multi-context Contrastive Decoding for Retrieval-augmented Visual Question Answering WACV
    • 2023Large Language Models are Temporal and Causal Reasoners for Video Question Answering EMNLP
  8. SNU자연어처리·LLM

    황승원LDI Lab

    관련 논문 2편비중 3%연구 분야에 명시
    • 2023On Monotonic Aggregation for Open-domain QA INTERSPEECH
    • 2023When to Read Documents or QA History: On Unified, Selective Open-domain QA ACL Findings
  9. Yonsei데이터 마이닝

    이경호ICL

    관련 논문 2편비중 8%
    • 2026RPO-RAG: Aligning Small LLMs with Relation-aware Preference Optimization for Knowledge Graph Question Answering WWW
    • 2026PlanQA: A Plan-Execute-Reason Framework for Knowledge Graph Question Answering Using Large Language Models Expert Systems with Applications
  10. Yonsei자연어처리·LLM

    이동하DLI Lab

    관련 논문 3편비중 5%
    • 2026IPQA: A Benchmark for Core Intent Identification in Personalized Question Answering SIGIR
    • 2024Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering EMNLP
    • 2024Evidentiality-Aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering EACL Findings
  11. SNU데이터 마이닝

    강유Data Mining Lab

    관련 논문 2편비중 3%
    • 2026Diversity is Not Ambiguity: Toward Accurate and Efficient Ambiguity Detection for Open-Domain QA EMNLP
    • 2026Learning Diagnostic Clarifying Questions for Conversational Question Answering via Data-Efficient Dynamic Distillation EMNLP
  12. SNU자연어처리·LLM

    이재윤SKI-ML Lab

    관련 논문 3편비중 12%
    • 2026Subtraction Gets You More: Gap-Aware Retrieval for Multimodal Multi-Hop QA EMNLP
    • 2024RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented Generation EMNLP
    • 2023Machine Reading Comprehension using Case-based Reasoning EMNLP Findings
  13. KU자연어처리·LLM

    정우환Autonomous AI Lab

    관련 논문 2편비중 11%
    • 2026A Tree-based RAG Framework for Evidence-Intensive QA via Adaptive Planning and Topology-Aware Evidence Gathering EMNLP Findings
    • 2025Hierarchical Retrieval with Evidence Curation for Open-Domain Financial Question Answering on Standardized Documents ACL Findings
  14. Yonsei데이터 마이닝

    장백철ANDLab

    관련 논문 2편비중 5%
    • 2026DuQUAD: A Dual-View Framework with Quality-Aware Evidence Pruning for Multi-Document Question Answering EMNLP
    • 2025A pivot-enhanced question answering framework: using iterative sub-question decomposition and answer-to-question verification CIKM
  15. SNU머신러닝

    이원종DRL Lab

    관련 논문 2편비중 8%
    • 2026Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question Answering ACL
    • 2024An Image Grid Can Be Worth a Video: Zero-shot Video Question Answering Using a VLM IEEE Access
  16. KAIST데이터 마이닝

    박찬영DSAIL

    관련 논문 2편비중 2%
    • 2025Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering NAACL
    • 2025SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials NAACL Findings
  17. KU머신러닝

    이성환PRML Lab

    관련 논문 2편비중 1%
    • 2025XLQA: A Benchmark for Locale-Aware Multilingual Open-Domain Question Answering EMNLP
    • 2025FIQ: Fundamental Question Generation with the Integration of Question Embeddings for Video Question Answering IEEE SMC
  18. KAIST머신러닝

    황성주MLAI Lab

    관련 논문 3편비중 3%
    • 2023Phrase Retrieval for Open Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning ACL Findings
    • 2023Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement EACL
    • 2023Test-Time Self-Adaptive Small Language Models for Question Answering EMNLP Findings
  19. POSTECH컴퓨터 비전

    김광인MLV Group

    관련 논문 1편비중 8%
    • 2026Piece of Table: A divide-and-conquer approach for selecting subtables in table question answering ACL
  20. KAIST인간-AI 상호작용

    김주호KIXLAB

    관련 논문 2편비중 2%
    • 2025DocVoyager: Anticipating User's Information Needs and Guiding Document Reading through Question Answering CHI
    • 2023QASA: Advanced Question Answering on Scientific Articles ICML
  21. Yonsei자연어처리·LLM

    김재형ML3 Lab

    관련 논문 2편비중 4%
    • 2024Learning to Correct for QA Reasoning with Black-box LLMs EMNLP
    • 2024SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs ICLR
  22. Yonsei자연어처리·LLM

    여진영Language & AGI Lab

    관련 논문 2편비중 4%
    • 2024Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-shot Question Answering EMNLP
    • 2024Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering EACL Findings
  23. SNU머신러닝

    김태섭LAAL Lab

    관련 논문 1편비중 3%
    • 2026Beyond Case Law: Evaluating Structure-Aware Retrieval and Safety in Statute-Centric Legal QA ACL
  24. SNU자연어처리·LLM

    도재영AIDAS Lab

    관련 논문 1편비중 3%
    • 2026MATA: Multi-Agent Framework for Reliable and Flexible Table Question Answering ACL Findings
  25. KAIST데이터 마이닝

    이재길Data Mining Lab

    관련 논문 1편비중 3%
    • 2026TimelyRAG: Semantic-Temporal Hybrid Retrieval for Time-Critical Question Answering in Overlapping-Evolving Documents EMNLP Findings
  26. POSTECH머신러닝

    이재호EffL Lab

    관련 논문 1편비중 3%
    • 2026TempCore: Are Video QA Benchmarks Temporally Grounded? A Frame Selection Sensitivity Analysis and Benchmark EMNLP
  27. SNU컴퓨터 비전

    김건희Vision & Learning Lab

    관련 논문 1편비중 2%
    • 2026MAVIS: A Benchmark for Multimodal Source Attribution in Long-form Visual Question Answering AAAI
  28. KAIST머신러닝

    신진우ALIN Lab

    관련 논문 2편비중 2%
    • 2024Learning to Correct for QA Reasoning with Black-box LLMs EMNLP
    • 2024SuRe: Improving Open-domain Question Answering of LLMs via Summarized Retrieval ICLR
  29. KAIST컴퓨터 비전

    심현정CVML Lab

    관련 논문 1편비중 2%
    • 2026WaymoQA: A Multi-View Visual Question Answering Dataset for Safety-Critical Reasoning in Autonomous Driving EMNLP Findings
  30. KU컴퓨터 비전

    김동현UTL Lab

    관련 논문 1편비중 2%
    • 2026Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA EACL
  31. KAIST컴퓨터 비전

    김승룡CV Lab

    관련 논문 1편비중 1%
    • 20264DP-QA: Scalable QA for 4D Perception in Vision Language Models CVPR
  32. KAIST음성·오디오

    남주한MAC Lab

    관련 논문 1편비중 1%
    • 2026ArtistMus: A Globally Diverse, Artist-Centric Benchmark for Retrieval-Augmented Music Question Answering LREC
  33. KAIST컴퓨터 비전

    오태현AMI Lab

    관련 논문 1편비중 1%
    • 2026DarkQA: Benchmarking Vision-Language Models on Visual-Primitive Question Answering in Low-Light Indoor Scenes IEEE RA-L
  34. KUAI for Science

    감태의Medical AI Lab

    관련 논문 1편비중 1%
    • 2026Anatomy-Guided Abnormality Token Proposal for 3D CT Visual Question Answering IEEE SMC
  35. Yonsei머신러닝

    조성배SCLAB

    관련 논문 1편비중 1%
    • 2026Visual–Linguistic Abductive Reasoning with LLMs for Knowledge-based Visual Question Answering EACL
  36. SNU자연어처리·LLM

    조요한

    관련 논문 2편비중 4%
    • 2024Generalizing Visual Question Answering from Synthetic to Human-Written Questions via a Chain of QA with a Large Language Model ECAI
    • 2023Open-WikiTable: Dataset for Open Domain Question Answering with Complex Reasoning over Table ACL Findings
  37. SNU인간-AI 상호작용

    권가진CC Lab

    관련 논문 1편비중 5%
    • 2025Examining the Impact of Expression Fragmentation and Number Redundancy on Financial QA task BigComp
  38. SNU머신러닝

    장병탁BI Lab

    관련 논문 1편비중 1%
    • 2025Confidence-guided Refinement Reasoning for Zero-shot Question Answering EMNLP
  39. POSTECH머신러닝

    박상돈Trustworthy ML Lab

    관련 논문 1편비중 5%
    • 2024TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction NAACL
  40. YonseiAI for Science

    김호진LESSON Lab

    관련 논문 1편비중 3%
    • 2024Development of a new VMAT QA framework for Mobius3D using control-point specific EPID images Frontiers in Oncology
  41. KAIST자연어처리·LLM

    서민준LK Lab

    관련 논문 1편비중 2%
    • 2024SuRe: Improving Open-domain Question Answering of LLMs via Summarized Retrieval ICLR
  42. KAIST자연어처리·LLM

    임경태MLP Lab

    관련 논문 1편비중 3%
    • 2024BOK-VQA: Bilingual Outside Knowledge-based Visual Question Answering via Graph Representation Pretraining AAAI
  43. KU컴퓨터 비전

    김상필Computer Vision Lab

    관련 논문 1편비중 2%
    • 2024MELA: Multi-Event Localization Answering Framework for Video Question Answering ACM SAC
  44. Yonsei머신러닝

    송경우MLAI Lab

    관련 논문 1편비중 1%
    • 2024Technical Domain Question Answering With Large Language Models IJCAI
  45. KAIST컴퓨터 비전

    주재걸DAVIAN Lab

    관련 논문 1편비중 1%
    • 2024Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering ACL Findings
  46. POSTECH머신러닝

    김동우, 옥정슬, 박상돈, 박은혁ML Lab

    관련 논문 1편비중 1%
    • 2024TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction NAACL
  47. Yonsei머신러닝

    손지용ITML Lab

    관련 논문 1편비중 4%
    • 2023Retrieval-based Evaluation for LLMs: A Case Study in Korean Legal QA EMNLP
  48. Yonsei자연어처리·LLM

    한요섭TOC Lab

    관련 논문 1편비중 2%
    • 2023Contrastive Learning with Keyword-based Data Augmentation for Code Search and Code Question Answering EACL
  49. SNU자연어처리·LLM

    유영재PI Lab

    관련 논문 1편비중 1%
    • 2023Long Story Short: a Summarize-then-Search Method for Long Video Question Answering BMVC