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Yichen Jiang
Yichen Jiang
Apple AI/ML
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Year
HoVer: A dataset for many-hop fact extraction and claim verification
Y Jiang, S Bordia, Z Zhong, C Dognin, M Singh, M Bansal
The 2020 Conference on Empirical Methods in Natural Language Processing …, 2020
1482020
Avoiding reasoning shortcuts: Adversarial evaluation, training, and model development for multi-hop QA
Y Jiang, M Bansal
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
1102019
Self-assembling modular networks for interpretable multi-hop reasoning
Y Jiang, M Bansal
Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019
1032019
Explore, propose, and assemble: An interpretable model for multi-hop reading comprehension
Y Jiang, N Joshi, YC Chen, M Bansal
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
572019
Closed-book training to improve summarization encoder memory
Y Jiang, M Bansal
Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018
422018
Inducing transformer's compositional generalization ability via auxiliary sequence prediction tasks
Y Jiang, M Bansal
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
312021
Enriching transformers with structured tensor-product representations for abstractive summarization
Y Jiang, A Celikyilmaz, P Smolensky, P Soulos, S Rao, H Palangi, ...
Proceedings of the 2021 Conference of the North American Chapter of the …, 2021
202021
Mutual exclusivity training and primitive augmentation to induce compositionality
Y Jiang, X Zhou, M Bansal
Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022
102022
Data factors for better compositional generalization
X Zhou, Y Jiang, M Bansal
Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023
82023
Hierarchical and dynamic prompt compression for efficient zero-shot API usage
Y Jiang, M Vecchio, M Bansal, A Johannsen
Findings of the Association for Computational Linguistics: EACL 2024, 2162-2174, 2024
52024
Structural biases for improving transformers on translation into morphologically rich languages
P Soulos, S Rao, C Smith, E Rosen, A Celikyilmaz, RT McCoy, Y Jiang, ...
Proceedings of the 4th Workshop on Technologies for MT of Low Resource …, 2022
42022
Machine Learning Systems and Methods for Many-Hop Fact Extraction and Claim Verification
Y Jiang, S Bordia, Z Zhong, C Dognin, MK Singh, M Bansal
US Patent App. 17/534,899, 2022
22022
Learning and analyzing generation order for undirected sequence models
Y Jiang, M Bansal
Findings of the Association for Computational Linguistics: EMNLP 2021, 3513–3523, 2021
22021
Inducing systematicity in transformers by attending to structurally quantized embeddings
Y Jiang, X Zhou, M Bansal
Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024
12024
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