Samuel Mensah

According to our database, Samuel Mensah authored at least 27 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Learning distributed representations of knowledge that preserve deductive reasoning.

Ya Chen, Samuel Mensah, Junpeng Li

Knowl. Based Syst., 2024

Multimodal Relation Extraction via a Mixture of Hierarchical Visual Context Learners.

Xiyang Liu, Chunming Hu, Richong Zhang, Kai Sun, Samuel Mensah, Yongyi Mao

Proceedings of the ACM on Web Conference 2024, 2024

2023

Classification-oriented dawid skene model for transferring intelligence from crowds to machines.

Jiaran Li, Richong Zhang, Samuel Mensah, Wenyi Qin, Chunming Hu

Frontiers Comput. Sci., October, 2023

Learning Implicit and Explicit Multi-task Interactions for Information Extraction.

Kai Sun, Richong Zhang, Samuel Mensah, Yongyi Mao, Xudong Liu

ACM Trans. Inf. Syst., April, 2023

Word Sense Disambiguation by Refining Target Word Embedding.

Xuefeng Zhang, Richong Zhang, Xiaoyang Li, Fanshuang Kong, Junfan Chen, Samuel Mensah, Yongyi Mao

Proceedings of the ACM Web Conference 2023, 2023

Self-training through Classifier Disagreement for Cross-Domain Opinion Target Extraction.

Kai Sun, Richong Zhang, Samuel Mensah, Nikolaos Aletras, Yongyi Mao, Xudong Liu

Proceedings of the ACM Web Conference 2023, 2023

Trading Syntax Trees for Wordpieces: Target-oriented Opinion Words Extraction with Wordpieces and Aspect Enhancement.

Samuel Mensah, Kai Sun, Nikolaos Aletras

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022

Aspect-Level Sentiment Analysis via a Syntax-Based Neural Network.

Richong Zhang, Qianben Chen, Yaowei Zheng, Samuel Mensah, Yongyi Mao

IEEE ACM Trans. Audio Speech Lang. Process., 2022

A Hierarchical N-Gram Framework for Zero-Shot Link Prediction.

Mingchen Li, Junfan Chen, Samuel Mensah, Nikolaos Aletras, Xiulong Yang, Yang Ye

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

DropMix: A Textual Data Augmentation Combining Dropout with Mixup.

Fanshuang Kong, Richong Zhang, Xiaohui Guo, Samuel Mensah, Yongyi Mao

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Explicit Role Interaction Network for Event Argument Extraction.

Nan Ding, Chunming Hu, Kai Sun, Samuel Mensah, Richong Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Contrastive Learning with Expectation-Maximization for Weakly Supervised Phrase Grounding.

Keqin Chen, Richong Zhang, Samuel Mensah, Yongyi Mao

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

A Transformational Biencoder with In-Domain Negative Sampling for Zero-Shot Entity Linking.

Kai Sun, Richong Zhang, Samuel Mensah, Yongyi Mao, Xudong Liu

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Unsupervised Sentence Representation via Contrastive Learning with Mixing Negatives.

Yanzhao Zhang, Richong Zhang, Samuel Mensah, Xudong Liu, Yongyi Mao

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Collaborative filtering grounded on knowledge graphs.

Ya Chen, Samuel Mensah, Fei Ma, Hao Wang, Zhongan Jiang

Pattern Recognit. Lett., 2021

An Empirical Study on Leveraging Position Embeddings for Target-oriented Opinion Words Extraction.

Samuel Mensah, Kai Sun, Nikolaos Aletras

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Continuity of Academic Work through e-Learning during the COVID-19 Lockdown: The Case of Ghana.

Mateko Okantey, Nana Kofi Annan, Dennis Soku, Samuel Mensah, Isaac Korboe, Kojo Akuokoh Frimpong

Proceedings of the 13th International Conference on Computer Supported Education, 2021

Progressive Multi-task Learning with Controlled Information Flow for Joint Entity and Relation Extraction.

Kai Sun, Richong Zhang, Samuel Mensah, Yongyi Mao, Xudong Liu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Pairwise Link Prediction Model for Out of Vocabulary Knowledge Base Entities.

Richong Zhang, Samuel Mensah, Fanshuang Kong, Zhiyuan Hu, Yongyi Mao, Xudong Liu

ACM Trans. Inf. Syst., 2020

A Probabilistic Model for User Interest Propagation in Recommender Systems.

Samuel Mensah, Chunming Hu, Xue Li, Xudong Liu, Richong Zhang

IEEE Access, 2020

Anchored Model Transfer and Soft Instance Transfer for Cross-Task Cross-Domain Learning: A Study Through Aspect-Level Sentiment Classification.

Yaowei Zheng, Richong Zhang, Suyuchen Wang, Samuel Mensah, Yongyi Mao

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations.

Kai Sun, Richong Zhang, Samuel Mensah, Yongyi Mao, Xudong Liu

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Replicate, Walk, and Stop on Syntax: An Effective Neural Network Model for Aspect-Level Sentiment Classification.

Yaowei Zheng, Richong Zhang, Samuel Mensah, Yongyi Mao

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Relation Extraction with Convolutional Network over Learnable Syntax-Transport Graph.

Kai Sun, Richong Zhang, Yongyi Mao, Samuel Mensah, Xudong Liu

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

A Neural Bag-of-Words Modelling Framework for Link Prediction in Knowledge Bases with Sparse Connectivity.

Fanshuang Kong, Richong Zhang, Hongyu Guo, Samuel Mensah, Zhiyuan Hu, Yongyi Mao

Proceedings of the World Wide Web Conference, 2019

Aspect-Level Sentiment Analysis Via Convolution over Dependency Tree.

Kai Sun, Richong Zhang, Samuel Mensah, Yongyi Mao, Xudong Liu

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2016

Predicting the Quality of Web Services Based on User Stability.

Fitriyah Hasny, Samuel Mensah, Deliang Yi, Chune Li, Richong Zhang

Proceedings of the IEEE International Conference on Services Computing, 2016