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Linyong Nan
Linyong Nan
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Year
DART: Open-Domain Structured Data Record to Text Generation
L Nan, D Radev, R Zhang, A Rau, A Sivaprasad, C Hsieh, X Tang, A Vyas, ...
NAACL 2021, 2021
93*2021
Xi Victoria Lin, Caiming Xiong, Richard Socher, and Nazneen Fatema Rajani. 2021. DART: Opendomain structured data record to text generation
L Nan, D Radev, R Zhang, A Rau, A Sivaprasad, C Hsieh, X Tang, A Vyas, ...
Proceedings of the 2021 Conference of the North American Chapter of the …, 2021
732021
FeTaQA: Free-form Table Question Answering
L Nan, C Hsieh, Z Mao, XV Lin, N Verma, R Zhang, W Kryściński, ...
Transactions of the Association for Computational Linguistics 10, 35-49, 2022
61*2022
Revisiting the gold standard: Grounding summarization evaluation with robust human evaluation
Y Liu, AR Fabbri, P Liu, Y Zhao, L Nan, R Han, S Han, S Joty, CS Wu, ...
arXiv preprint arXiv:2212.07981, 2022
492022
Folio: Natural language reasoning with first-order logic
S Han, H Schoelkopf, Y Zhao, Z Qi, M Riddell, L Benson, L Sun, E Zubova, ...
arXiv preprint arXiv:2209.00840, 2022
412022
Guigle: A gui search engine for android apps
C Bernal-Cárdenas, K Moran, M Tufano, Z Liu, L Nan, Z Shi, ...
2019 IEEE/ACM 41st International Conference on Software Engineering …, 2019
32*2019
High quality prediction of protein q8 secondary structure by diverse neural network architectures
I Drori, I Dwivedi, P Shrestha, J Wan, Y Wang, Y He, A Mazza, ...
NeurIPS Workshop on Machine Learning for Molecules and Materials, 2018
312018
Xi Victoria Lin, Caiming Xiong, and Dragomir Radev. 2022
S Han, H Schoelkopf, Y Zhao, Z Qi, M Riddell, L Benson, L Sun, E Zubova, ...
Folio: Natural language reasoning with first-order logic, 0
19
ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples
Y Zhao, L Nan, Z Qi, R Zhang, D Radev
EMNLP 2022, 2022
182022
Detecting urgency status of crisis tweets: A transfer learning approach for low resource languages
ES Kayi, L Nan, B Qu, M Diab, K McKeown
Proceedings of the 28th International Conference on Computational …, 2020
182020
Leveraging Locality in Abstractive Text Summarization
Y Liu, A Ni, L Nan, B Deb, C Zhu, AH Awadallah, D Radev
EMNLP 2022, 2022
172022
Enhancing few-shot text-to-sql capabilities of large language models: A study on prompt design strategies
L Nan, Y Zhao, W Zou, N Ri, J Tae, E Zhang, A Cohan, D Radev
arXiv preprint arXiv:2305.12586, 2023
132023
Robut: A systematic study of table qa robustness against human-annotated adversarial perturbations
Y Zhao, C Zhao, L Nan, Z Qi, W Zhang, X Tang, B Mi, D Radev
arXiv preprint arXiv:2306.14321, 2023
82023
R2D2: Robust Data-to-Text with Replacement Detection
L Nan, LJY Flores, Y Zhao, Y Liu, L Benson, W Zou, D Radev
EMNLP 2022, 2022
82022
Accurate protein structure prediction by embeddings and deep learning representations
I Drori, D Thaker, A Srivatsa, D Jeong, Y Wang, L Nan, F Wu, D Leggas, ...
Machine Learning in Computational Biology, 2019
72019
Enhancing text-to-SQL capabilities of large language models: A study on prompt design strategies
L Nan, Y Zhao, W Zou, N Ri, J Tae, E Zhang, A Cohan, D Radev
Findings of the Association for Computational Linguistics: EMNLP 2023, 14935 …, 2023
62023
LoFT: enhancing faithfulness and diversity for table-to-text generation via logic form control
Y Zhao, Z Qi, L Nan, LJY Flores, D Radev
arXiv preprint arXiv:2302.02962, 2023
62023
Xi Victoria Lin, Caiming Xiong, and Dragomir Radev
S Han, H Schoelkopf, Y Zhao, Z Qi, M Riddell, L Benson, L Sun, E Zubova, ...
Folio: Natural language reasoning with first-order logic, 2022
62022
Large language models are effective table-to-text generators, evaluators, and feedback providers
Y Zhao, H Zhang, S Si, L Nan, X Tang, A Cohan
arXiv preprint arXiv:2305.14987, 2023
42023
Qtsumm: A new benchmark for query-focused table summarization
Y Zhao, Z Qi, L Nan, B Mi, Y Liu, W Zou, S Han, X Tang, Y Xu, A Cohan, ...
arXiv preprint arXiv:2305.14303, 2023
32023
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