Sign in
Ke Shen
ORCID
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 16
Top Topics
Interactive Visualization
Commonsense Reasoning
Fine Tuning
Confidence Scores
Top Venues
CoRR
Expert Syst. J. Knowl. Eng.
NLPCC
Eng. Appl. Artif. Intell.
</>
Publications
</>
Ke Shen
,
Mayank Kejriwal
An experimental study measuring the generalization of fine-tuned language representation models across commonsense reasoning benchmarks.
Expert Syst. J. Knowl. Eng.
40 (5) (2023)
Mayank Kejriwal
,
Henrique Santos
,
Ke Shen
,
Alice M. Mulvehill
,
Deborah L. McGuinness
Context-Rich Evaluation of Machine Common Sense.
AGI
(2023)
Ke Shen
,
Mayank Kejriwal
A Formalism and Approach for Improving Robustness of Large Language Models Using Risk-Adjusted Confidence Scores.
CoRR
(2023)
Mayank Kejriwal
,
Ke Shen
Can Scale-free Network Growth with Triad Formation Capture Simplicial Complex Distributions in Real Communication Networks?
CoRR
(2022)
Ke Shen
,
Mayank Kejriwal
Understanding Substructures in Commonsense Relations in ConceptNet.
CoRR
(2022)
Mayank Kejriwal
,
Ke Shen
,
Chien-Chun Ni
,
Nicolas Torzec
Transfer-based taxonomy induction over concept labels.
Eng. Appl. Artif. Intell.
108 (2022)
Ke Shen
,
Mayank Kejriwal
Understanding Prior Bias and Choice Paralysis in Transformer-based Language Representation Models through Four Experimental Probes.
CoRR
(2022)
Henrique Santos
,
Ke Shen
,
Alice M. Mulvehill
,
Yasaman Razeghi
,
Deborah L. McGuinness
,
Mayank Kejriwal
A Theoretically Grounded Benchmark for Evaluating Machine Commonsense.
CoRR
(2022)
Mayank Kejriwal
,
Ke Shen
Unsupervised real-time induction and interactive visualization of taxonomies over domain-specific concepts.
ASONAM
(2021)
Ke Shen
,
Mayank Kejriwal
On the Generalization Abilities of Fine-Tuned Commonsense Language Representation Models.
SGAI Conf.
(2021)
Mayank Kejriwal
,
Ke Shen
,
Chien-Chun Ni
,
Nicolas Torzec
An evaluation and annotation methodology for product category matching in e-commerce.
Comput. Ind.
131 (2021)
Mayank Kejriwal
,
Ke Shen
Do Fine-tuned Commonsense Language Models Really Generalize?
CoRR
(2020)
Ke Shen
,
Mayank Kejriwal
A Data-Driven Study of Commonsense Knowledge using the ConceptNet Knowledge Base.
CoRR
(2020)
Zhixing Li
,
Shiya Ren
,
Huaming Wang
,
Ke Shen
基于非结构化文本增强关联规则的知识推理方法 (Knowledge Reasoning Method Based on Unstructured Text-enhanced Association Rules).
计算机科学
46 (11) (2019)
Shiya Ren
,
Zhixing Li
,
Huaming Wang
,
Yuan Li
,
Ke Shen
,
Sijie Cheng
NEARM: Natural Language Enhanced Association Rules Mining.
ICDM Workshops
(2018)
Xi Yang
,
Shiya Ren
,
Yuan Li
,
Ke Shen
,
Zhixing Li
,
Guoyin Wang
Relation Linking for Wikidata Using Bag of Distribution Representation.
NLPCC
(2017)