Wei Zhang

Orcid: 0000-0002-2944-6706

Affiliations:
  • IBM, AI Foundations Lab, USA
  • Carnegie Mellon University, Pittsburgh, PA, USA (PhD 2014)


According to our database1, Wei Zhang authored at least 31 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
Earnings Call Analysis Using a Sparse Attention Based Encoder and Multi-Source Counterfactual Augmentation.
Proceedings of the 4th ACM International Conference on AI in Finance, 2023

2021
Multi-Domain Transformer-Based Counterfactual Augmentation for Earnings Call Analysis.
CoRR, 2021

On Sample Based Explanation Methods for NLP: Efficiency, Faithfulness, and Semantic Evaluation.
CoRR, 2021

Head Fusion: Improving the Accuracy and Robustness of Speech Emotion Recognition on the IEMOCAP and RAVDESS Dataset.
IEEE Access, 2021

Mental Models of AI Agents in a Cooperative Game Setting (Extended Abstract).
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Speech Emotion Recognition with Multiscale Area Attention and Data Augmentation.
Proceedings of the IEEE International Conference on Acoustics, 2021

Effects of Communication Directionality and AI Agent Differences in Human-AI Interaction.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic Evaluation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Word Embeddings and the Implications to Representation Learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Human-AI Collaboration in a Cooperative Game Setting: Measuring Social Perception and Outcomes.
Proc. ACM Hum. Comput. Interact., 2020

Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Embeddings and the Implications to Representation Learning.
CoRR, 2020

Mental Models of AI Agents in a Cooperative Game Setting.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2018
Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering.
Proceedings of the 6th International Conference on Learning Representations, 2018

Knowledge Base Relation Detection via Multi-View Matching.
Proceedings of the New Trends in Databases and Information Systems, 2018

R<sup>3</sup>: Reinforced Ranker-Reader for Open-Domain Question Answering.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Learning to update Auto-associative Memory in Recurrent Neural Networks for Improving Sequence Memorization.
CoRR, 2017

R<sup>3</sup>: Reinforced Reader-Ranker for Open-Domain Question Answering.
CoRR, 2017

Nexus: Bringing Efficient and Scalable Training to Deep Learning Frameworks.
Proceedings of the 25th IEEE International Symposium on Modeling, 2017

GaDei: On Scale-Up Training as a Service for Deep Learning.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

iRDMA: Efficient Use of RDMA in Distributed Deep Learning Systems.
Proceedings of the 19th IEEE International Conference on High Performance Computing and Communications; 15th IEEE International Conference on Smart City; 3rd IEEE International Conference on Data Science and Systems, 2017

2016
GaDei: On Scale-up Training As A Service For Deep Learning.
CoRR, 2016

End-to-End Reading Comprehension with Dynamic Answer Chunk Ranking.
CoRR, 2016

2015
Structured Memory for Neural Turing Machines.
CoRR, 2015

Recognizing Extended Spatiotemporal Expressions by Actively Trained Average Perceptron Ensembles.
CoRR, 2015

Exploring Metaphorical Senses and Word Representations for Identifying Metonyms.
CoRR, 2015

Empirical Study on Deep Learning Models for Question Answering.
CoRR, 2015

2014
Geocoding location expressions in Twitter messages: A preference learning method.
J. Spatial Inf. Sci., 2014

2013
The IBM speech-to-speech translation system for smartphone: Improvements for resource-constrained tasks.
Comput. Speech Lang., 2013

Automatic gazetteer enrichment with user-geocoded data.
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic Information, 2013

Cross-lingual geo-parsing for non-structured data.
Proceedings of the 7th Workshop on Geographic Information Retrieval, 2013

2007
HIT-IR-WSD: A WSD System for English Lexical Sample Task.
Proceedings of the 4th International Workshop on Semantic Evaluations, 2007


  Loading...