Shafiq Joty

10.8k total citations · 3 hit papers
180 papers, 4.4k citations indexed

About

Shafiq Joty is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems. According to data from OpenAlex, Shafiq Joty has authored 180 papers receiving a total of 4.4k indexed citations (citations by other indexed papers that have themselves been cited), including 155 papers in Artificial Intelligence, 31 papers in Computer Vision and Pattern Recognition and 19 papers in Information Systems. Recurrent topics in Shafiq Joty's work include Topic Modeling (122 papers), Natural Language Processing Techniques (99 papers) and Advanced Text Analysis Techniques (29 papers). Shafiq Joty is often cited by papers focused on Topic Modeling (122 papers), Natural Language Processing Techniques (99 papers) and Advanced Text Analysis Techniques (29 papers). Shafiq Joty collaborates with scholars based in Singapore, United States and Canada. Shafiq Joty's co-authors include Steven C. H. Hoi, Weishi Wang, Yue Wang, Pengfei Liu, Helen Meng, Giuseppe Carenini, Raymond T. Ng, Preslav Nakov, Lluı́s Màrquez and Mourad Ouzzani and has published in prestigious journals such as Journal of Medical Internet Research, Neurocomputing and IEEE Transactions on Knowledge and Data Engineering.

In The Last Decade

Shafiq Joty

164 papers receiving 4.2k citations

Hit Papers

3 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

2021 698 citations Shafiq Joty et al. profile →
Conversational Agents in Health Care: Scoping Review and Conceptual Analysis

2020 314 citations Shafiq Joty, Yin Leng Theng et al. profile →
Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings

2015 290 citations Shafiq Joty et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Shafiq Joty Singapore	33	3.1k	1.1k	667	337	301	180	4.4k
William Swartout United States	31	2.9k 0.9×	1.0k 1.0×	264 0.4×	226 0.7×	211 0.7×	69	4.3k
Duen Horng Chau United States	31	1.4k 0.4×	849 0.8×	1.1k 1.6×	133 0.4×	210 0.7×	134	3.3k
Pascale Fung Hong Kong	38	4.5k 1.4×	494 0.5×	722 1.1×	119 0.4×	219 0.7×	226	5.8k
Ehud Reiter United Kingdom	31	3.6k 1.1×	396 0.4×	661 1.0×	105 0.3×	160 0.5×	153	4.5k
Christophe Giraud-Carrier United States	24	1.5k 0.5×	451 0.4×	216 0.3×	121 0.4×	494 1.6×	101	3.3k
Paul N. Bennett United States	30	2.2k 0.7×	1.6k 1.5×	690 1.0×	298 0.9×	224 0.7×	122	3.9k
Minlie Huang China	43	6.3k 2.0×	1.1k 1.0×	891 1.3×	335 1.0×	314 1.0×	205	7.3k
Vivek Srikumar United States	22	2.1k 0.7×	419 0.4×	663 1.0×	123 0.4×	40 0.1×	74	4.4k
Alexander Gelbukh Mexico	29	4.5k 1.4×	974 0.9×	497 0.7×	219 0.6×	503 1.7×	312	5.7k
Emre Kıcıman United States	26	963 0.3×	670 0.6×	137 0.2×	90 0.3×	538 1.8×	99	2.8k

Countries citing papers authored by Shafiq Joty

Since Specialization

Citations

This map shows the geographic impact of Shafiq Joty's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Shafiq Joty with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Shafiq Joty more than expected).

Fields of papers citing papers by Shafiq Joty

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Shafiq Joty. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Shafiq Joty. The network helps show where Shafiq Joty may publish in the future.

Co-authorship network of co-authors of Shafiq Joty

This figure shows the co-authorship network connecting the top 25 collaborators of Shafiq Joty. A scholar is included among the top collaborators of Shafiq Joty based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Shafiq Joty. Shafiq Joty is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

1.

Joty, Shafiq, John Abisheganaden, May O. Lwin, et al.. (2024). A pilot randomised controlled trial exploring the feasibility and efficacy of a human-AI sleep coaching model for improving sleep among university students. Digital Health. 10. 599884956–599884956. 4 indexed citations

2.

Han, Simeng, Yilun Zhao, Semih Yavuz, et al.. (2024). P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains. 16553–16565.

3.

Teng, Zhiyang, et al.. (2024). Exploring Self-supervised Logic-enhanced Training for Large Language Models. 926–941.

4.

Ravaut, Mathieu, Aixin Sun, Nancy F. Chen, & Shafiq Joty. (2024). On Context Utilization in Summarization with Large Language Models. 2764–2781. 9 indexed citations

5.

Joty, Shafiq, et al.. (2024). XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and Tags. 12991–13024. 1 indexed citations

6.

Masry, Ahmed, et al.. (2023). UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning. 14662–14684. 20 indexed citations

7.

Liu, Yixin, Alexander R. Fabbri, Yilun Zhao, et al.. (2023). Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation. 16360–16368. 2 indexed citations

8.

Ravaut, Mathieu, Shafiq Joty, & Nancy F. Chen. (2022). Towards Summary Candidates Fusion. 8488–8504. 5 indexed citations

9.

Liu, Linlin, Xin Li, Ruidan He, et al.. (2022). Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples. 6878–6890. 10 indexed citations

10.

Ravaut, Mathieu, Shafiq Joty, & Nancy F. Chen. (2022). SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 4504–4524. 1 indexed citations

11.

Bari, Mehwish, et al.. (2021). UXLA: A Robust Unsupervised Data Augmentation Framework for Cross-Lingual NLP. Meeting of the Association for Computational Linguistics. 2 indexed citations

12.

Joty, Shafiq, et al.. (2020). Efficient Constituency Parsing by Pointing. 3284–3294. 5 indexed citations

13.

Gu, Jiuxiang, Jason Kuen, Shafiq Joty, et al.. (2020). Self-supervised relationship probing. Monash University Research Portal (Monash University). 33. 1841–1853. 6 indexed citations

14.

Bari, Mehwish, et al.. (2020). MultiMix: A Robust Data Augmentation Strategy for Cross-Lingual NLP.. arXiv (Cornell University). 4 indexed citations

15.

Joty, Shafiq, et al.. (2019). A Unified Neural Coherence Model. 25 indexed citations

16.

Ma, Jing, Wei Gao, Shafiq Joty, & Kam‐Fai Wong. (2019). Sentence-Level Evidence Embedding for Claim Verification with Hierarchical Attention Networks. 2561–2571. 68 indexed citations

17.

Thirumuruganathan, Saravanan, et al.. (2018). Distributed representations of tuples for entity resolution. Very Large Data Bases. 11(11). 1454–1467. 97 indexed citations

18.

Hoque, Enamul, Shafiq Joty, Lluı́s Màrquez, et al.. (2016). An interactive system for exploring community question answering forums. International Conference on Computational Linguistics. 1–5. 4 indexed citations

19.

Saleh, Iman, Scott Cyphers, Jim Glass, et al.. (2014). A Study of using Syntactic and Semantic Structures for Concept Segmentation and Labeling. Institutional Research Information System (Università degli Studi di Trento). 193–202. 3 indexed citations

20.

Joty, Shafiq, Giuseppe Carenini, & Raymond T. Ng. (2012). A Novel Discriminative Framework for Sentence-Level Discourse Analysis. Empirical Methods in Natural Language Processing. 904–915. 43 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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