Ming-Feng Tsai

Orcid: 0000-0002-3358-8176

According to our database1, Ming-Feng Tsai authored at least 83 papers between 2002 and 2023.

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

Timeline

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On csauthors.net:

Bibliography

2023
Improving Conversational Passage Re-ranking with View Ensemble.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Developing a Deep Learning Model Using Transfer Learning from EfficientNet-b3 to Detect Knee Fracture on X-ray Images.
Proceedings of the 7th International Conference on Medical and Health Informatics, 2023

CPR: Cross-Domain Preference Ranking with User Transformation.
Proceedings of the Advances in Information Retrieval, 2023

2022
Item Concept Network: Towards Concept-Based Item Representation Learning.
IEEE Trans. Knowl. Data Eng., 2022

CFDA & CLIP at TREC 2022 Conversational Assistance Track (CAsT).
Proceedings of the Thirty-First Text REtrieval Conference, 2022

CFDA & CLIP at TREC 2022 NeuCLIR Track.
Proceedings of the Thirty-First Text REtrieval Conference, 2022

IPR: Interaction-level Preference Ranking for Explicit feedback.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

RecDelta: An Interactive Dashboard on Top-k Recommendation for Cross-model Evaluation.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Multi-Stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting.
ACM Trans. Inf. Syst., 2021

Leveraging Affective Hashtags for Ranking Music Recommendations.
IEEE Trans. Affect. Comput., 2021

A Learning Framework with Disposable Auxiliary Networks for Early Prediction of Product Success.
Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Melbourne VIC Australia, December 14, 2021

An Exploration Study of Multi-stage Conversational Passage Retrieval: Paraphrase Query Expansion and Multi-view Point-wise Ranking.
Proceedings of the Thirtieth Text REtrieval Conference, 2021

NFinBERT: A Number-Aware Language Model for Financial Disclosures (short paper).
Proceedings of the Swiss Text Analytics Conference 2021, Winterthur, 2021

LSTPR: Graph-based Matrix Factorization with Long Short-term Preference Ranking.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

XRR: Explainable Risk Ranking for Financial Reports.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

HIVE: Hierarchical Information Visualization for Explainability.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020
Personalized TV Recommendation: Fusing User Behavior and Preferences.
CoRR, 2020

Query Reformulation using Query History for Passage Retrieval in Conversational Search.
CoRR, 2020

Conversational Question Reformulation via Sequence-to-Sequence Architectures and Pretrained Language Models.
CoRR, 2020

TTTTTackling WinoGrande Schemas.
CoRR, 2020

Skewness Ranking Optimization for Personalized Recommendation.
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Query Expansion with Semantic-Based Ellipsis Reduction for Conversational IR.
Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

Self-Attentive Sentimental Sentence Embedding for Sentiment Analysis.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Designing Templates for Eliciting Commonsense Knowledge from Pretrained Sequence-to-Sequence Models.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

TPR: Text-aware Preference Ranking for Recommender Systems.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
Collaborative Similarity Embedding for Recommender Systems.
Proceedings of the World Wide Web Conference, 2019

Query and Answer Expansion from Conversation History.
Proceedings of the Twenty-Eighth Text REtrieval Conference, 2019

Negative-Aware Collaborative Filtering.
Proceedings of ACM RecSys 2019 Late-Breaking Results co-located with the 13th ACM Conference on Recommender Systems, 2019

SMORe: modularize graph embedding for recommendation.
Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Beyond Word-level to Sentence-level Sentiment Analysis for Financial Reports.
Proceedings of the IEEE International Conference on Acoustics, 2019

UGSD: User Generated Sentiment Dictionaries from Online Customer Reviews.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

FRIDAYS: A Financial Risk Information Detecting and Analyzing System.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Simple and robust watermarking scheme based on square-root-modulus technique.
Multim. Tools Appl., 2018

Superhighway: Bypass Data Sparsity in Cross-Domain CF.
CoRR, 2018

Representation Learning for Image-based Music Recommendation.
CoRR, 2018

NavWalker: Information Augmented Network Embedding.
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

HOP-rec: high-order proximity for implicit recommendation.
Proceedings of the 12th ACM Conference on Recommender Systems, 2018

RiskFinder: A Sentence-level Risk Detector for Financial Reports.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018

2017
On the risk prediction and analysis of soft information in finance reports.
Eur. J. Oper. Res., 2017

Vertex-Context Sampling for Weighted Network Embedding.
CoRR, 2017

Ranking Influencers in Social Collaboration Networks.
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2017

ICE: Item Concept Embedding via Textual Information.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Text Embedding for Sub-Entity Ranking from User Reviews.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
Discovering Finance Keywords via Continuous-Space Language Models.
ACM Trans. Manag. Inf. Syst., 2016

Music Playlist Recommendation via Preference Embedding.
Proceedings of the Poster Track of the 10th ACM Conference on Recommender Systems (RecSys 2016), 2016

Query-based Music Recommendations via Preference Embedding.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016

Dish Discovery via Word Embeddings on Restaurant Reviews.
Proceedings of the Poster Track of the 10th ACM Conference on Recommender Systems (RecSys 2016), 2016

Social Network Clustering by Using Genetic Algorithm: A Case Study.
Proceedings of the Trends in Applied Knowledge-Based Systems and Data Science, 2016

FIN10K: A Web-based Information System for Financial Report Analysis and Visualization.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Deep belief networks for predicting corporate defaults.
Proceedings of the 24th Wireless and Optical Communication Conference, 2015

Social Influencer Analysis with Factorization Machines.
Proceedings of the ACM Web Science Conference, 2015

Do You Have a Pop Face? Here is a Pop Song. Using Profile Pictures to Mitigate the Cold-start Problem in Music Recommender Systems.
Proceedings of the Poster Proceedings of the 9th ACM Conference on Recommender Systems, 2015

2014
Discovering leaders from social network by action cascade.
Soc. Netw. Anal. Min., 2014

Improving ranking performance with cost-sensitive ordinal classification via regression.
Inf. Retr., 2014

Leverage Item Popularity and Recommendation Quality via Cost-Sensitive Factorization Machines.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Financial Keyword Expansion via Continuous Word Vector Representations.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

2013
Mining subtopics from different aspects for diversifying search results.
Inf. Retr., 2013

Music Recommendation Based on Multiple Contextual Similarity Information.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013

Using emotional context from article for contextual music recommendation.
Proceedings of the ACM Multimedia Conference, 2013

Financial Sentiment Analysis for Risk Prediction.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Video retargeting based frame-compatible stereo video coding.
Proceedings of the IEEE International Conference on Acoustics, 2013

Risk Ranking from Financial Reports.
Proceedings of the Advances in Information Retrieval, 2013

2012
Post-Modern Portfolio Theory for Information Retrieval.
Proceedings of the 3rd International Neural Network Society Winter Conference, 2012

Discovering leaders from social network by action cascade.
Proceedings of the Fifth Workshop on Social Network Systems, 2012

Visualization on Financial Terms via Risk Ranking from Financial Reports.
Proceedings of the COLING 2012, 2012

2011
Learning a merge model for multilingual information retrieval.
Inf. Process. Manag., 2011

NTU Approaches to Subtopic Mining and Document Ranking at NTCIR-9 Intent Task.
Proceedings of the 9th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2011

2010
Accurate and Analytical Statistical Spatial Correlation Modeling Based on Singular Value Decomposition for VLSI DFM Applications.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2010

2009
Latent Prosody Model-Assisted Mandarin Accent Identification.
Proceedings of the 21st Conference on Computational Linguistics and Speech Processing, 2009

2008
Query-level loss functions for information retrieval.
Inf. Process. Manag., 2008

A study of learning a merge model for multilingual information retrieval.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Classification of the thyroid nodules using support vector machines.
Proceedings of the International Joint Conference on Neural Networks, 2008

Accurate and analytical statistical spatial correlation modeling for VLSI DFM applications.
Proceedings of the 45th Design Automation Conference, 2008

Combining WordNet and ConceptNet for Automatic Query Expansion: A Learning Approach.
Proceedings of the Information Retrieval Technology, 2008

2007
FRank: a ranking method with fidelity loss.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Learning to rank: from pairwise approach to listwise approach.
Proceedings of the Machine Learning, 2007

2006
Query Expansion with ConceptNet and WordNet: An Intrinsic Comparison.
Proceedings of the Information Retrieval Technology, 2006

2004
Similarity Computation in Novelty Detection and Biomedical Text Categorization.
Proceedings of the Thirteenth Text REtrieval Conference, 2004

Identification of Relevant and Novel Sentences Using Reference Corpus.
Proceedings of the Advances in Information Retrieval, 2004

Multilingual Relevant Sentence Detection Using Reference Corpus.
Proceedings of the Information Retrieval Technology, Asia Information Retrieval Symposium, 2004

2003
Approach of Information Retrieval with Reference Corpus to Novelty Detection.
Proceedings of The Twelfth Text REtrieval Conference, 2003

2002
Some Similarity Computation Methods in Novelty Detection.
Proceedings of The Eleventh Text REtrieval Conference, 2002


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