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Showing results 1 to 13 of 13

1
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation

Jeong, Soyeong; Baek, Jinheon; Cho, Sukmin; Hwang, Sung Ju; Park, Jong C., 60th Annual Meeting of the Association-for-Computational-Linguistics (ACL), pp.442 - 452, ASSOC COMPUTATIONAL LINGUISTICS-ACL, 2022-05

2
Direct Fact Retrieval from Knowledge Graphs without Entity Linking

Baek, Jinheon; Aji, Alham Fikri; Lehmann, Jens; Hwang, Sung Ju, 61st Annual Meeting of the Association for Computational Linguistics, ACL 2023, pp.10038 - 10055, Association for Computational Linguistics (ACL), 2023-07-12

3
Edge Representation Learning with Hypergraphs

Jo, Jaehyeong; Baek, Jinheon; Hwang, Sung Ju; Kim, Dongki; Kang, Minki; Lee, Seul, 35th Conference on Neural Information Processing Systems (NeurIPS), Advances in Neural Information Processing Systems, 2021-12

4
Graph Self-supervised Learning with Accurate Discrepancy Learning

Kim, Dongki; Baek, Jinheon; Hwang, Sung Ju, 36th Conference on Neural Information Processing Systems, NeurIPS 2022, Neural Information Processing Systems, 2022-11

5
KALA: Knowledge-Augmented Language Model Adaptation

Kang, Minki; Baek, Jinheon; Hwang, Sung Ju, 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2022, pp.5144 - 5167, Association for Computational Linguistics (ACL), 2022-07-12

6
Knowledge-Augmented Language Model Verification

Baek, Jinheon; Jeong, Soyeong; Kang, Minki; Park, Jong-Cheol; Hwang, Sung Ju, The 2023 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics (ACL), 2023-12-07

7
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks

Kang, Minki; Lee, Seanie; Baek, Jinheon; Kenji, Kawaguchi; Hwang, Sung Ju, 37th Conference on Neural Information Processing Systems, NeurIPS 2023, Neural Information Processing Systems Foundatio, 2023-12-14

8
Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction

Baek, Jinheon; Lee, Dong Bok; Hwang, Sung Ju, Thirty-fourth Conference on Neural Information Processing Systems, NeurIPS 2020, NeurIPS, 2020-12-06

9
Personalized Subgraph Federated Learning

Baek, Jinheon; Jeong, Wonyong; Jin, Jiongdao; Yoon, Jaehong; Hwang, Sung Ju, 40th International Conference on Machine Learning, ICML 2023, pp.1396 - 1415, ML Research Press, 2023-07-23

10
Phrase Retrieval for Open-Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning

Jeong, Soyeong; Baek, Jinheon; Hwang, Sung Ju; Park, Jong-Cheol, 61st Annual Meeting of the Association for Computational Linguistics, ACL 2023, pp.6019 - 6031, Association for Computational Linguistics (ACL), 2023-07-10

11
Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement

Jeong, Soyeong; Baek, Jinheon; Hwang, Sung Ju; Park, Jong-Cheol, 17th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2023, pp.477 - 490, Association for Computational Linguistics (ACL), 2023-05-04

12
Task-Adaptive Neural Network Search with Meta-Contrastive Learning

Jeong, Wonyong; Lee, Hayeon; Park, Geon; Hyung, Eunyoung; Baek, Jinheon; Hwang, Sung Ju, 35th Conference on Neural Information Processing Systems (NeurIPS) 2021, Conference on Neural Information Processing Systems (NeurIPS), 2021-12-09

13
Test-Time Self-Adaptive Small Language Models for Question Answering

Jeong, Soyeong; Baek, Jinheon; Cho, Sukmin; Hwang, Sung Ju; Park, Jong-Cheol, The 2023 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics (ACL), 2023-12-07

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