Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Rethinking Code Refinement: Learning to Judge Code Efficiency.

[BibT_eX]

[DOI]

Minju Seo

Jinheon Baek

Sung Ju Hwang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

An Empirical Study of Multilingual Reasoning Distillation for Question Answering.

[BibT_eX]

[DOI]

Patomporn Payoungkhamdee

Peerat Limkonchotiwat

Jinheon Baek

Potsawee Manakul

Can Udomcharoenchaikit

Ekapol Chuangsuwanich

Sarana Nutanong

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Test-Time Self-Adaptive Small Language Models for Question Answering.

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

Jinheon Baek

Alham Fikri Aji

Amir Saffari

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Personalized Subgraph Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Test-Time Self-Adaptive Small Language Models for Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Knowledge-Augmented Language Model Verification.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

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

[BibT_eX]

[DOI]

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

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

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Direct Fact Retrieval from Knowledge Graphs without Entity Linking.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Graph Self-supervised Learning with Accurate Discrepancy Learning.

[BibT_eX]

[DOI]

Dongki Kim

Jinheon Baek

Sung Ju Hwang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

KALA: Knowledge-Augmented Language Model Adaptation.

[BibT_eX]

[DOI]

Minki Kang

Jinheon Baek

Sung Ju Hwang

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Object Detection in Aerial Images with Uncertainty-Aware Graph Network.

[BibT_eX]

[DOI]

Jongha Kim

Jinheon Baek

Sung Ju Hwang

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

2021

Exploring the spatial reasoning ability of neural models in human IQ tests.

[BibT_eX]

[DOI]

Neural Networks, 2021

Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation.

[BibT_eX]

[DOI]

CoRR, 2021

Task-Adaptive Neural Network Retrieval with Meta-Contrastive Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Edge Representation Learning with Hypergraphs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Task-Adaptive Neural Network Search with Meta-Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Accurate Learning of Graph Representations with Graph Multiset Pooling.

[BibT_eX]

[DOI]

Jinheon Baek

Minki Kang

Sung Ju Hwang

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

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

[BibT_eX]

[DOI]

Jinheon Baek

Dong Bok Lee

Sung Ju Hwang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Jinheon Baek

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