Jinheon Baek

发表

KALA: Knowledge-Augmented Language Model Adaptation

Sung Ju Hwang, Minki Kang, Jinheon Baek, 2022, 2204.10555.

Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction pdf

Jinheon Baek, Dong Bok Lee, Sung Ju Hwang, 2020, NeurIPS.

Personalized Subgraph Federated Learning

Sung Ju Hwang, Jinheon Baek, Jaehong Yoon, 2022, ArXiv.

Graph Self-supervised Learning with Accurate Discrepancy Learning

Sung Ju Hwang, Jinheon Baek, Dongki Kim, 2022, ArXiv.

KALA: Knowledge-Augmented Language Model Adaptation

Sung Ju Hwang, Jinheon Baek, Minki Kang, 2022, NAACL.

Personalized Subgraph Federated Learning

Sung Ju Hwang, Jinheon Baek, Jaehong Yoon, 2022, ArXiv.

Graph Self-supervised Learning with Accurate Discrepancy Learning

Sung Ju Hwang, Jinheon Baek, Dongki Kim, 2022, NeurIPS.

Task-Adaptive Neural Network Retrieval with Meta-Contrastive Learning

Sung Ju Hwang, Hayeon Lee, Jinheon Baek, 2021, ArXiv.

Task-Adaptive Neural Network Search with Meta-Contrastive Learning

Jinheon Baek, Sung Ju Hwang, Wonyong Jeong, 2021, NeurIPS.

Accurate Learning of Graph Representations with Graph Multiset Pooling pdf

Jinheon Baek, Sung Ju Hwang, Minki Kang, 2021, ICLR.

Personalized Subgraph Federated Learning

Sung Ju Hwang, Jinheon Baek, Jaehong Yoon, 2022, ArXiv.

Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction

Sung Ju Hwang, Dong Bok Lee, Jinheon Baek, 2020, NeurIPS.

Personalized Subgraph Federated Learning

Sung Ju Hwang, Jinheon Baek, Jaehong Yoon, 2022, ICML.

Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks

Sung Ju Hwang, Kenji Kawaguchi, Jinheon Baek, 2023, ArXiv.

Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering

Alham Fikri Aji, Amir Saffari, Jinheon Baek, 2023, NLRSE.

Direct Fact Retrieval from Knowledge Graphs without Entity Linking

Sung Ju Hwang, Alham Fikri Aji, Jens Lehmann, 2023, ACL.

Knowledge-Consistent Dialogue Generation with Knowledge Graphs

Sung Ju Hwang, Jinheon Baek, Minki Kang, 2022 .

Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation

Sung Ju Hwang, Jinheon Baek, Soyeong Jeong, 2022, ACL.

Edge Representation Learning with Hypergraphs pdf

Jinheon Baek, Sung Ju Hwang, Seul Lee, 2021, NeurIPS.

Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation

Sung Ju Hwang, Jinheon Baek, Minki Kang, 2023, ArXiv.

Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation pdf

Jinheon Baek, Soyeong Jeong, ChaeHun Park, 2021, SDP.

Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering

Alham Fikri Aji, Amir Saffari, Jinheon Baek, 2023, MATCHING.

Exploring The Spatial Reasoning Ability of Neural Models in Human IQ Tests

Jaewoo Kang, Jinheon Baek, Hyunjae Kim, 2020, Neural Networks.

Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement

Sung Ju Hwang, Jinheon Baek, Soyeong Jeong, 2023, EACL.

Phrase Retrieval for Open-Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning

Sung Ju Hwang, Jinheon Baek, Soyeong Jeong, 2023, ACL.

Knowledge-Augmented Language Model Verification

Jinheon Baek, Soyeong Jeong, Minki Kang, 2023, EMNLP.

Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks

Sung Ju Hwang, Kenji Kawaguchi, Jinheon Baek, 2023, NeurIPS.

Knowledge-Augmented Large Language Models for Personalized Contextual Query Suggestion

Silviu Cucerzan, Jinheon Baek, S. Jauhar, 2023, ArXiv.

The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models

Jinheon Baek, Guijin Son, Joel Jang, 2024, 2406.05761.

Graph Self-supervised Learning with Accurate Discrepancy Learning

Sung Ju Hwang, Jinheon Baek, Dongki Kim, 2022, NeurIPS.