Jinheon Baek
33 papers · 2020–2026 · 7 conferences · across top CS/AI conferences
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Conferences
ACL (10)
EMNLP (8)
NIPS (6)
NAACL (5)
EACL (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
large language model
(8)
question answering
(6)
information retrieval
(5)
language model
(4)
retrieval-augmented generation
(4)
knowledge graph
(4)
text generation
(4)
graph neural network
(4)
contrastive learning
(3)
conversational question answering
(2)
knowledge retrieval
(2)
multilingual reasoning
(2)
few-shot learning
(2)
knowledge distillation
(2)
open-domain question answering
(2)
knowledge augmentation
(2)
knowledge base
(2)
multimodal learning
(2)
prompt engineering
(2)
code generation
(2)
Papers
UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities
ACL 2026
Unified Multimodal Interleaved Document Representation for Retrieval
EACL 2026
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching
EMNLP 2025
Efficient Real-time Refinement of Language Model Text Generation
EMNLP 2025
CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation
EMNLP 2025
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models
NAACL 2025
Database-Augmented Query Representation for Information Retrieval
EMNLP 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
Knowledge Base Construction for Knowledge-Augmented Text-to-SQL
ACL 2025
Revisiting In-Context Learning with Long Context Language Models
ACL 2025
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models
NAACL 2025
Efficient Long Context Language Model Retrieval with Compression
ACL 2025
Rethinking Code Refinement: Learning to Judge Code Efficiency
EMNLP 2024
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
NIPS 2024
An Empirical Study of Multilingual Reasoning Distillation for Question Answering
EMNLP 2024
Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity
NAACL 2024
Knowledge-Augmented Language Model Verification
EMNLP 2023
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks
NIPS 2023
Direct Fact Retrieval from Knowledge Graphs without Entity Linking
ACL 2023
Phrase Retrieval for Open Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning
ACL 2023
Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering
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
Personalized Subgraph Federated Learning
ICML 2023
Graph Self-supervised Learning with Accurate Discrepancy Learning
NIPS 2022
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation
ACL 2022
KALA: Knowledge-Augmented Language Model Adaptation
NAACL 2022
Accurate Learning of Graph Representations with Graph Multiset Pooling
ICLR 2021
Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation
NAACL 2021
Edge Representation Learning with Hypergraphs
NIPS 2021
Task-Adaptive Neural Network Search with Meta-Contrastive Learning
NIPS 2021
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction
NIPS 2020