주제로 연구실 찾기

1. POSTECH·자연어처리·LLM

   이근배, 김형훈NLP Lab

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

   최윤재

   관련도관련 논문 8편비중 13%
   • 2026EHRNote-ChatQA: A Benchmark for Evidence-Grounded Multi-Turn Clinical Question Answering over Longitudinal Discharge SummariesNeurIPS
   • 2026HiddenPathQA: A Benchmark for Knowledge Graph Question Answering When Questions Hide Their PathsNeurIPS
   • 2025FHIR-AgentBench: Benchmarking LLM Agents for Realistic Interoperable EHR Question AnsweringML4H
3. KAIST·자연어처리·LLM

   오혜연U&I Lab

   관련도관련 논문 7편비중 9%
   • 2025WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global CuisinesNAACL
   • 2025Social Bias Benchmark for Generation: A Comparison of Generation and QA-Based EvaluationsACL Findings
   • 2025One‑Topic‑Doesn’t‑Fit‑All: Transcreating Reading Comprehension Test for Personalized LearningEMNLP
4. SNU·자연어처리·LLM

   정교민MI Lab

   관련도관련 논문 4편비중 5%연구 분야에 명시
   • 2025AdvisorQA: Towards Helpful and Harmless Advice-seeking Question Answering with Collective IntelligenceNAACL
   • 2025Return of EM: Entity-driven Answer Set Expansion for QA EvaluationCOLING
   • 2023Dialogizer: Context-aware Conversational-QA Dataset Generation from Textual SourcesEMNLP
5. KU·자연어처리·LLM

   임희석NLP&AI Lab

   관련도관련 논문 4편비중 4%
   • 2026EASE: Entity-Aware Sub-table Generation for Real-world Multi-table QAACL
   • 2026HiKEY: Hierarchical Multimodal Retrieval for Open-Domain Document Question AnsweringACL
   • 2025StepKE: Stepwise Knowledge Editing for Multi-Hop Question AnsweringEMNLP Findings
6. POSTECH·데이터 마이닝

   한욱신Data Systems Lab

   관련도관련 논문 3편비중 11%
   • 2026Hi-Q: Hierarchical Evidence-guided Query Refinement for Multi-Hop Question AnsweringNeurIPS
   • 2026SPARTA: Scalable and Principled Benchmark of Tree-Structured Multi-hop QA over Text and TablesICLR
   • 2026TRACE: Table–Text Relationalization and Completion of Evidence for Coverage-Sensitive QAEMNLP
7. KAIST·컴퓨터 비전

   김현우MLV Lab

   관련도관련 논문 5편비중 7%
   • 2026DocPrune: Efficient Document Question Answering via Background, Question, and Comprehension-aware Token PruningCVPR
   • 2026Relevance-aware Multi-context Contrastive Decoding for Retrieval-augmented Visual Question AnsweringWACV
   • 2023Large Language Models are Temporal and Causal Reasoners for Video Question AnsweringEMNLP
8. SNU·자연어처리·LLM

   황승원LDI Lab

   관련도관련 논문 2편비중 3%연구 분야에 명시
   • 2023On Monotonic Aggregation for Open-domain QAINTERSPEECH
   • 2023When to Read Documents or QA History: On Unified, Selective Open-domain QAACL Findings
9. Yonsei·데이터 마이닝

   이경호ICL

   관련도관련 논문 2편비중 8%
   • 2026RPO-RAG: Aligning Small LLMs with Relation-aware Preference Optimization for Knowledge Graph Question AnsweringWWW
   • 2026PlanQA: A Plan-Execute-Reason Framework for Knowledge Graph Question Answering Using Large Language ModelsExpert Systems with Applications
10. Yonsei·자연어처리·LLM

    이동하DLI Lab

    관련도관련 논문 3편비중 5%
    • 2026IPQA: A Benchmark for Core Intent Identification in Personalized Question AnsweringSIGIR
    • 2024Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question AnsweringEMNLP
    • 2024Evidentiality-Aware Retrieval for Overcoming Abstractiveness in Open-Domain Question AnsweringEACL Findings
11. SNU·자연어처리·LLM

    이재윤SKI-ML Lab

    관련도관련 논문 3편비중 12%
    • 2026Subtraction Gets You More: Gap-Aware Retrieval for Multimodal Multi-Hop QAEMNLP
    • 2024RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented GenerationEMNLP
    • 2023Machine Reading Comprehension using Case-based ReasoningEMNLP Findings
12. SNU·데이터 마이닝

    강유Data Mining Lab

    관련도관련 논문 2편비중 3%
    • 2026Diversity is Not Ambiguity: Toward Accurate and Efficient Ambiguity Detection for Open-Domain QAEMNLP
    • 2026Learning Diagnostic Clarifying Questions for Conversational Question Answering via Data-Efficient Dynamic DistillationEMNLP
13. KU·자연어처리·LLM

    정우환Autonomous AI Lab

    관련도관련 논문 2편비중 11%
    • 2026A Tree-based RAG Framework for Evidence-Intensive QA via Adaptive Planning and Topology-Aware Evidence GatheringEMNLP Findings
    • 2025Hierarchical Retrieval with Evidence Curation for Open-Domain Financial Question Answering on Standardized DocumentsACL Findings
14. Yonsei·데이터 마이닝

    장백철ANDLab

    관련도관련 논문 2편비중 5%
    • 2026DuQUAD: A Dual-View Framework with Quality-Aware Evidence Pruning for Multi-Document Question AnsweringEMNLP
    • 2025A pivot-enhanced question answering framework: using iterative sub-question decomposition and answer-to-question verificationCIKM
15. SNU·머신러닝

    이원종DRL Lab

    관련도관련 논문 2편비중 8%
    • 2026Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question AnsweringACL
    • 2024An Image Grid Can Be Worth a Video: Zero-shot Video Question Answering Using a VLMIEEE Access
16. KAIST·데이터 마이닝

    박찬영DSAIL

    관련도관련 논문 2편비중 2%
    • 2025Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question AnsweringNAACL
    • 2025SIMPLOT: Enhancing Chart Question Answering by Distilling EssentialsNAACL Findings
17. KU·머신러닝

    이성환PRML Lab

    관련도관련 논문 2편비중 1%
    • 2025XLQA: A Benchmark for Locale-Aware Multilingual Open-Domain Question AnsweringEMNLP
    • 2025FIQ: Fundamental Question Generation with the Integration of Question Embeddings for Video Question AnsweringIEEE SMC
18. KAIST·머신러닝

    황성주MLAI Lab

    관련도관련 논문 3편비중 3%
    • 2023Phrase Retrieval for Open Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive LearningACL Findings
    • 2023Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty MeasurementEACL
    • 2023Test-Time Self-Adaptive Small Language Models for Question AnsweringEMNLP Findings
19. POSTECH·컴퓨터 비전

    김광인MLV Group

    관련도관련 논문 1편비중 8%
    • 2026Piece of Table: A divide-and-conquer approach for selecting subtables in table question answeringACL
20. KAIST·인간-AI 상호작용

    김주호KIXLAB

    관련도관련 논문 2편비중 2%
    • 2025DocVoyager: Anticipating User's Information Needs and Guiding Document Reading through Question AnsweringCHI
    • 2023QASA: Advanced Question Answering on Scientific ArticlesICML
21. Yonsei·자연어처리·LLM

    김재형ML3 Lab

    관련도관련 논문 2편비중 4%
    • 2024Learning to Correct for QA Reasoning with Black-box LLMsEMNLP
    • 2024SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMsICLR
22. Yonsei·자연어처리·LLM

    여진영Language & AGI Lab

    관련도관련 논문 2편비중 4%
    • 2024Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-shot Question AnsweringEMNLP
    • 2024Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question AnsweringEACL Findings
23. SNU·머신러닝

    김태섭LAAL Lab

    관련도관련 논문 1편비중 3%
    • 2026Beyond Case Law: Evaluating Structure-Aware Retrieval and Safety in Statute-Centric Legal QAACL
24. SNU·자연어처리·LLM

    도재영AIDAS Lab

    관련도관련 논문 1편비중 3%
    • 2026MATA: Multi-Agent Framework for Reliable and Flexible Table Question AnsweringACL Findings
25. KAIST·데이터 마이닝

    이재길Data Mining Lab

    관련도관련 논문 1편비중 3%
    • 2026TimelyRAG: Semantic-Temporal Hybrid Retrieval for Time-Critical Question Answering in Overlapping-Evolving DocumentsEMNLP Findings
26. POSTECH·머신러닝

    이재호EffL Lab

    관련도관련 논문 1편비중 3%
    • 2026TempCore: Are Video QA Benchmarks Temporally Grounded? A Frame Selection Sensitivity Analysis and BenchmarkEMNLP
27. KAIST·머신러닝

    신진우ALIN Lab

    관련도관련 논문 2편비중 2%
    • 2024Learning to Correct for QA Reasoning with Black-box LLMsEMNLP
    • 2024SuRe: Improving Open-domain Question Answering of LLMs via Summarized RetrievalICLR
28. SNU·컴퓨터 비전

    김건희Vision & Learning Lab

    관련도관련 논문 1편비중 2%
    • 2026MAVIS: A Benchmark for Multimodal Source Attribution in Long-form Visual Question AnsweringAAAI
29. KAIST·컴퓨터 비전

    심현정CVML Lab

    관련도관련 논문 1편비중 2%
    • 2026WaymoQA: A Multi-View Visual Question Answering Dataset for Safety-Critical Reasoning in Autonomous DrivingEMNLP Findings
30. KU·컴퓨터 비전

    김동현UTL Lab

    관련도관련 논문 1편비중 2%
    • 2026Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QAEACL
31. KAIST·컴퓨터 비전

    김승룡CV Lab

    관련도관련 논문 1편비중 1%
    • 20264DP-QA: Scalable QA for 4D Perception in Vision Language ModelsCVPR
32. KAIST·음성·오디오

    남주한MAC Lab

    관련도관련 논문 1편비중 1%
    • 2026ArtistMus: A Globally Diverse, Artist-Centric Benchmark for Retrieval-Augmented Music Question AnsweringLREC
33. KAIST·컴퓨터 비전

    오태현AMI Lab

    관련도관련 논문 1편비중 1%
    • 2026DarkQA: Benchmarking Vision-Language Models on Visual-Primitive Question Answering in Low-Light Indoor ScenesIEEE RA-L
34. KU·AI for Science

    감태의Medical AI Lab

    관련도관련 논문 1편비중 1%
    • 2026Anatomy-Guided Abnormality Token Proposal for 3D CT Visual Question AnsweringIEEE SMC
35. Yonsei·머신러닝

    조성배SCLAB

    관련도관련 논문 1편비중 1%
    • 2026Visual–Linguistic Abductive Reasoning with LLMs for Knowledge-based Visual Question AnsweringEACL
36. SNU·자연어처리·LLM

    조요한

    관련도관련 논문 2편비중 4%
    • 2024Generalizing Visual Question Answering from Synthetic to Human-Written Questions via a Chain of QA with a Large Language ModelECAI
    • 2023Open-WikiTable: Dataset for Open Domain Question Answering with Complex Reasoning over TableACL Findings
37. SNU·인간-AI 상호작용

    권가진CC Lab

    관련도관련 논문 1편비중 5%
    • 2025Examining the Impact of Expression Fragmentation and Number Redundancy on Financial QA taskBigComp
38. SNU·머신러닝

    장병탁BI Lab

    관련도관련 논문 1편비중 1%
    • 2025Confidence-guided Refinement Reasoning for Zero-shot Question AnsweringEMNLP
39. POSTECH·머신러닝

    박상돈Trustworthy ML Lab

    관련도관련 논문 1편비중 5%
    • 2024TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal PredictionNAACL
40. Yonsei·AI for Science

    김호진LESSON Lab

    관련도관련 논문 1편비중 3%
    • 2024Development of a new VMAT QA framework for Mobius3D using control-point specific EPID imagesFrontiers in Oncology
41. KAIST·자연어처리·LLM

    서민준LK Lab

    관련도관련 논문 1편비중 2%
    • 2024SuRe: Improving Open-domain Question Answering of LLMs via Summarized RetrievalICLR
42. KAIST·자연어처리·LLM

    임경태MLP Lab

    관련도관련 논문 1편비중 3%
    • 2024BOK-VQA: Bilingual Outside Knowledge-based Visual Question Answering via Graph Representation PretrainingAAAI
43. KU·컴퓨터 비전

    김상필Computer Vision Lab

    관련도관련 논문 1편비중 2%
    • 2024MELA: Multi-Event Localization Answering Framework for Video Question AnsweringACM SAC
44. Yonsei·머신러닝

    송경우MLAI Lab

    관련도관련 논문 1편비중 1%
    • 2024Technical Domain Question Answering With Large Language ModelsIJCAI
45. KAIST·컴퓨터 비전

    주재걸DAVIAN Lab

    관련도관련 논문 1편비중 1%
    • 2024Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question AnsweringACL Findings
46. POSTECH·머신러닝

    김동우, 옥정슬, 박상돈, 박은혁ML Lab

    관련도관련 논문 1편비중 1%
    • 2024TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal PredictionNAACL
47. Yonsei·머신러닝

    손지용ITML Lab

    관련도관련 논문 1편비중 4%
    • 2023Retrieval-based Evaluation for LLMs: A Case Study in Korean Legal QAEMNLP
48. Yonsei·자연어처리·LLM

    한요섭TOC Lab

    관련도관련 논문 1편비중 2%
    • 2023Contrastive Learning with Keyword-based Data Augmentation for Code Search and Code Question AnsweringEACL
49. SNU·자연어처리·LLM

    유영재PI Lab

    관련도관련 논문 1편비중 1%
    • 2023Long Story Short: a Summarize-then-Search Method for Long Video Question AnsweringBMVC

2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.