Jiaming Shen

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2025

EchoLM: Accelerating LLM Serving with Real-time Knowledge Distillation.

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[DOI]

CoRR, January, 2025

Research on optimisation of fresh product closed-loop supply chain based on DWOA algorithm in mobile environment.

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[DOI]

Jiaming Shen

Int. J. Wirel. Mob. Comput., 2025

2024

Research on electromagnetic interference resistance performance of three kinds of CMOS inverters.

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[DOI]

Fangjun Liu

Jiaming Shen

Jizhong Shen

Frontiers Inf. Technol. Electron. Eng., October, 2024

ELLK-Net: An Efficient Lightweight Large Kernel Network for SAR Ship Detection.

[BibT_eX]

[DOI]

Jiaming Shen

Lin Bai

Yunqi Zhang

Moslema Chowdhuray Momi

Siwen Quan

Zhen Ye

IEEE Trans. Geosci. Remote. Sens., 2024

Integrating Planning into Single-Turn Long-Form Text Generation.

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[DOI]

CoRR, 2024

RRM: Robust Reward Model Training Mitigates Reward Hacking.

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CoRR, 2024

Building Math Agents with Multi-Turn Iterative Preference Learning.

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CoRR, 2024

LAMPO: Large Language Models as Preference Machines for Few-shot Ordinal Classification.

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CoRR, 2024

Boosting Reward Model with Preference-Conditional Multi-Aspect Synthetic Data Generation.

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CoRR, 2024

HeMeNet: Heterogeneous Multichannel Equivariant Network for Protein Multitask Learning.

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[DOI]

CoRR, 2024

TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision.

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[DOI]

CoRR, 2024

LiPO: Listwise Preference Optimization through Learning-to-Rank.

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[DOI]

CoRR, 2024

Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting.

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[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Bridging the Gap: Sketch-Aware Interpolation Network for High-Quality Animation Sketch Inbetweening.

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[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Knowledge Distillation with Perturbed Loss: From a Vanilla Teacher to a Proxy Teacher.

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[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Multilingual Fine-Grained News Headline Hallucination Detection.

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Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Insurance Anti-fraud based on FL-WOE Encoding for Vertical Federated Learning.

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[DOI]

Proceedings of the IEEE International Conference on Big Data, 2024

Secure Privacy-Preserving SMOTE for Vertical Federated Learning.

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Proceedings of the Advanced Data Mining and Applications - 20th International Conference, 2024

PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs.

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[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning.

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[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Predicting Text Preference Via Structured Comparative Reasoning.

[BibT_eX]

[DOI]

Charumathi Lakshmanan

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Design of current steering logic CMOS circuit.

[BibT_eX]

[DOI]

Jiaming Shen

Fangjun Liu

Jizhong Shen

Microelectron. J., November, 2023

On What Basis? Predicting Text Preference Via Structured Comparative Reasoning.

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[DOI]

CoRR, 2023

Bridging the Gap: Fine-to-Coarse Sketch Interpolation Network for High-Quality Animation Sketch Inbetweening.

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[DOI]

CoRR, 2023

Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting.

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[DOI]

CoRR, 2023

Do Not Blindly Imitate the Teacher: Using Perturbed Loss for Knowledge Distillation.

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[DOI]

CoRR, 2023

"Why is this misleading?": Detecting News Headline Hallucinations with Explanations.

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[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Unsupervised Event Chain Mining from Multiple Documents.

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[DOI]

Proceedings of the ACM Web Conference 2023, 2023

A Lightweight Anchor-Free Detector Using Cross-Dimensional Interactive Feature Balance for SAR Ship Detection.

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[DOI]

Proceedings of the 5th International Conference on Video, Signal and Image Processing, 2023

HiPrompt: Few-Shot Biomedical Knowledge Fusion via Hierarchy-Oriented Prompting.

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[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Corpus-Based Relation Extraction by Identifying and Refining Relation Patterns.

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[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias.

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Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Local Boosting for Weakly-Supervised Learning.

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[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Towards Disentangling Relevance and Bias in Unbiased Learning to Rank.

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[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval.

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[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Cold-Start Data Selection for Better Few-shot Language Model Fine-tuning: A Prompt-based Uncertainty Propagation Approach.

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Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters.

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Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Automated Taxonomy Discovery and Exploration

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[DOI]

Jiaming Shen

Jiawei Han

Synthesis Lectures on Data Mining and Knowledge Discovery, Springer, ISBN: 978-3-031-11405-2, 2022

OmniNeRF: Hybriding Omnidirectional Distance and Radiance fields for Neural Surface Reconstruction.

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[DOI]

CoRR, 2022

Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach.

[BibT_eX]

[DOI]

CoRR, 2022

TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters.

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[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Unsupervised Key Event Detection from Massive Text Corpora.

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[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation.

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[DOI]

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

Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion.

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[DOI]

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

Phrase-aware Unsupervised Constituency Parsing.

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Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Integrated Scheduling Strategy for Private Electric Vehicles and Electric Taxis.

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[DOI]

Jiaming Shen

Laili Wang

Jialei Zhang

IEEE Trans. Ind. Informatics, 2021

Eider: Evidence-enhanced Document-level Relation Extraction.

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[DOI]

CoRR, 2021

Who Should Go First? A Self-Supervised Concept Sorting Model for Improving Taxonomy Expansion.

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[DOI]

CoRR, 2021

TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names.

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[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Corpus-based Open-Domain Event Type Induction.

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[DOI]

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

Training ELECTRA Augmented with Multi-word Selection.

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Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Taxonomy Completion via Triplet Matching Network.

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[DOI]

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

2020

Charging Strategy Unifying Spatial-Temporal Coordination of Electric Vehicles.

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IEEE Access, 2020

TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network.

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

Guiding Corpus-based Set Expansion by Auxiliary Sets Generation and Co-Expansion.

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[DOI]

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

FUSE: Multi-faceted Set Expansion by Coherent Clustering of Skip-Grams.

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[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths.

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[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Leveraging Personalized Sentiment Lexicons for Sentiment Analysis.

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[DOI]

Proceedings of the ICTIR '20: The 2020 ACM SIGIR International Conference on the Theory of Information Retrieval, 2020

SynSetExpan: An Iterative Framework for Joint Entity Set Expansion and Synonym Discovery.

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[DOI]

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

Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding.

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[DOI]

Jiaming Shen

Heng Ji

Jiawei Han

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

Empower Entity Set Expansion via Language Model Probing.

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[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

CubeNet: Multi-Facet Hierarchical Heterogeneous Network Construction, Analysis, and Mining.

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[DOI]

CoRR, 2019

Constructing and Mining Heterogeneous Information Networks from Massive Text.

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[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Query-Specific Knowledge Summarization with Entity Evolutionary Networks.

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Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Discovering Hypernymy in Text-Rich Heterogeneous Information Network by Exploiting Context Granularity.

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[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task Analysis.

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Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Mining Entity Synonyms with Efficient Neural Set Generation.

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Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Weakly-Supervised Hierarchical Text Classification.

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[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Entity Set Search of Scientific Literature: An Unsupervised Ranking Approach.

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[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

TaxoGen: Unsupervised Topic Taxonomy Construction by Adaptive Term Embedding and Clustering.

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[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion.

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Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Multi-Task Learning for Email Search Ranking with Auxiliary Query Clustering.

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[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Investigating Rumor News Using Agreement-Aware Search.

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Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Weakly-Supervised Neural Text Classification.

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Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

End-to-End Reinforcement Learning for Automatic Taxonomy Induction.

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Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Wikidata Vandalism Detection - The Loganberry Vandalism Detector at WSDM Cup 2017.

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CoRR, 2017

SetExpan: Corpus-Based Set Expansion via Context Feature Selection and Rank Ensemble.

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[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Life-iNet: A Structured Network-Based Knowledge Exploration and Analytics System for Life Sciences.

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[DOI]

Richard M. Weinshilboum

Jiawei Han

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

AceMap: A Novel Approach towards Displaying Relationship among Academic Literatures.

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[DOI]

Proceedings of the 25th International Conference on World Wide Web, 2016

Text Network Exploration via Heterogeneous Web of Topics.

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Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Modeling Topic-Level Academic Influence in Scientific Literatures.

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[DOI]

Proceedings of the Scholarly Big Data: AI Perspectives, 2016

Jiaming Shen

Bibliography

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