Jinheon Baek

Unified Multimodal Interleaved Document Representation for Retrieval EACL 2026 UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities ACL 2026 CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation EMNLP 2025 Database-Augmented Query Representation for Information Retrieval EMNLP 2025 Efficient Long Context Language Model Retrieval with Compression ACL 2025 Efficient Real-time Refinement of Language Model Text Generation EMNLP 2025 Knowledge Base Construction for Knowledge-Augmented Text-to-SQL ACL 2025 ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models NAACL 2025 Revisiting In-Context Learning with Long Context Language Models ACL 2025 Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching EMNLP 2025 The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models NAACL 2025 Towards Better Understanding of Program-of-Thought Reasoning in Cross-Lingual and Multilingual Environments ACL 2025 VideoRAG: Retrieval-Augmented Generation over Video Corpus ACL 2025 Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity NAACL 2024 An Empirical Study of Multilingual Reasoning Distillation for Question Answering EMNLP 2024 CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark NeurIPS 2024 Rethinking Code Refinement: Learning to Judge Code Efficiency EMNLP 2024 Direct Fact Retrieval from Knowledge Graphs without Entity Linking ACL 2023 Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering ACL 2023 Knowledge-Augmented Language Model Verification EMNLP 2023 Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks NeurIPS 2023 Personalized Subgraph Federated Learning ICML 2023 Phrase Retrieval for Open Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning ACL 2023 Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement EACL 2023 Test-Time Self-Adaptive Small Language Models for Question Answering EMNLP 2023 Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation ACL 2022 Graph Self-supervised Learning with Accurate Discrepancy Learning NeurIPS 2022 KALA: Knowledge-Augmented Language Model Adaptation NAACL 2022 Accurate Learning of Graph Representations with Graph Multiset Pooling ICLR 2021 Edge Representation Learning with Hypergraphs NeurIPS 2021 Task-Adaptive Neural Network Search with Meta-Contrastive Learning NeurIPS 2021 Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation NAACL 2021 Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction NeurIPS 2020