Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...
arXiv preprint arXiv:2206.04615, 2022
1140 2022 Discourse-Aware Neural Extractive Text Summarization J Xu, Z Gan, Y Cheng, J Liu
ACL 2020, 2020
341 2020 Spherical latent spaces for stable variational autoencoders J Xu, G Durrett
EMNLP 2018, 4503--4513, 2018
217 2018 Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification J Xu, D Chen, X Qiu, X Huang
EMNLP 2016, 2016
214 2016 Neural Extractive Text Summarization with Syntactic Compression J Xu, G Durrett
EMNLP 2019, 2019
196 2019 Knowledge Graph Representation with Jointly Structural and Textual Encoding J Xu, X Qiu, K Chen, X Huang
IJCAI 2017, 2017
149 2017 Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors L Tang, T Goyal, AR Fabbri, P Laban, J Xu, S Yahvuz, W Kryściński, ...
arXiv preprint arXiv:2205.12854, 2022
78 2022 A long way to go: Investigating length correlations in rlhf P Singhal, T Goyal, J Xu, G Durrett
arXiv preprint arXiv:2310.03716, 2023
69 2023 ASPECTNEWS: Aspect-Oriented Summarization of News Documents O Ahuja, J Xu, A Gupta, K Horecka, G Durrett
Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022
47 2022 Understanding Neural Abstractive Summarization Models via Uncertainty J Xu, S Desai, G Durrett
EMNLP 2020, 2020
46 2020 Training Dynamics for Text Summarization Models T Goyal, J Xu, JJ Li, G Durrett
Findings-ACL, 2022
36 2022 Incorporating Discriminator in Sentence Generation: a Gibbs Sampling Method J Su, J Xu, X Qiu, X Huang
AAAI 2018, 2018
33 2018 Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering A Gupta, J Xu, S Upadhyay, D Yang, M Faruqui
Findings-ACL, 2021
31 2021 Compressive Summarization with Plausibility and Salience Modeling S Desai, J Xu, G Durrett
EMNLP 2020, 2020
26 2020 Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution J Xu, G Durrett
ACL 2021, 2021
17 2021 Massive-scale Decoding for Text Generation using Lattices J Xu, G Durrett
arXiv preprint arXiv:2112.07660, 2021
11 2021 Best- J Xu, C Xiong, S Savarese, Y Zhou
arXiv preprint arXiv:2211.11924, 2022
3 2022 EEL: Efficiently Encoding Lattices for Reranking P Singhal, J Xu, X Ye, G Durrett
arXiv preprint arXiv:2306.00947, 2023
1 2023 Neural text summarization with fine-grained control J Xu
2022 
Greg DurrettAssociate Professor of Computer Science, UT AustinEmail verificata su cs.utexas.edu