2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
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CoRR, January, 2025
2024
DeepSeek-V3 Technical Report.
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CoRR, 2024
VLRewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models.
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CoRR, 2024
Towards a Unified View of Preference Learning for Large Language Models: A Survey.
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CoRR, 2024
LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback.
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CoRR, 2024
DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence.
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CoRR, 2024
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model.
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CoRR, 2024
Reducing Hallucinations in Entity Abstract Summarization with Facts-Template Decomposition.
CoRR, 2024
PeriodicLoRA: Breaking the Low-Rank Bottleneck in LoRA Optimization.
CoRR, 2024
ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization.
CoRR, 2024
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
CoRR, 2024
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism.
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CoRR, 2024
Strain-based Modeling of Rod-driven Soft Continuum Robots with Co-located Embedded Sensors.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024
Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
AssistGUI: Task-Oriented PC Graphical User Interface Automation.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Large Language Models are not Fair Evaluators.
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Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
2023
Design of an optimized gait planning generator for a quadruped robot using the decision tree and random forest workspace model.
Robotica, December, 2023
Soft Robotic Arm With Extensible Stiffening Layer.
IEEE Robotics Autom. Lett., June, 2023
Electrical Impedance Tomographic Shape Sensing for Soft Robots.
IEEE Robotics Autom. Lett., March, 2023
Classification regularized dimensionality reduction improves ultrasound thyroid nodule diagnostic accuracy and inter-observer consistency.
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Comput. Biol. Medicine, March, 2023
ASSISTGUI: Task-Oriented Desktop Graphical User Interface Automation.
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CoRR, 2023
Silkie: Preference Distillation for Large Visual Language Models.
CoRR, 2023
Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations.
CoRR, 2023
Towards End-to-End Embodied Decision Making via Multi-modal Large Language Model: Explorations with GPT4-Vision and Beyond.
CoRR, 2023
Making Large Language Models Better Reasoners with Alignment.
CoRR, 2023
M<sup>3</sup>IT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning.
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CoRR, 2023
Large Language Models are not Fair Evaluators.
CoRR, 2023
RepCL: Exploring Effective Representation for Continual Text Classification.
CoRR, 2023
Meta-Learning-Based Optimal Control for Soft Robotic Manipulators to Interact with Unknown Environments.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Rationale-Enhanced Language Models are Better Continual Relation Learners.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Guiding AMR Parsing with Reverse Graph Linearization.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
An Interactive Tool for Exploring Score-Aligned Performances: Opportunities for Enhanced Music Engagement.
Proceedings of the 18th International Audio Mostly Conference, 2023
Enhancing Continual Relation Extraction via Classifier Decomposition.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
2022
Design and Experimental Characterization of a Push-Pull Flexible Rod-Driven Soft-Bodied Robot.
IEEE Robotics Autom. Lett., 2022
Design and Analysis of a Novel Variable Stiffness Continuum Robot With Built-in Winding-Styled Ropes.
IEEE Robotics Autom. Lett., 2022
Learning-Based Approach for a Soft Assistive Robotic Arm to Achieve Simultaneous Position and Force Control.
IEEE Robotics Autom. Lett., 2022
Less is More: Rethinking State-of-the-art Continual Relation Extraction Models with a Frustratingly Easy but Effective Approach.
CoRR, 2022
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification.
CoRR, 2022
SmartSales: Sales Script Extraction and Analysis from Sales Chatlog.
CoRR, 2022
A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
Few-Shot Learning with Self-supervised Classifier for Complex Knowledge Base Question Answering.
Proceedings of the Knowledge Science, Engineering and Management, 2022
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Hierarchical Curriculum Learning for AMR Parsing.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022
2021
Biometric key generation based on generated intervals and two-layer error correcting technique.
Pattern Recognit., 2021
Hierarchical Curriculum Learning for AMR Parsing.
CoRR, 2021
Explicit Interaction Network for Aspect Sentiment Triplet Extraction.
CoRR, 2021
First Target and Opinion then Polarity: Enhancing Target-opinion Correlation for Aspect Sentiment Triplet Extraction.
CoRR, 2021
Gait-based Design and Human-machine Simulation of a Powered Hybrid Transfemoral Prosthetic Mechanism.
Proceedings of the 27th International Conference on Mechatronics and Machine Vision in Practice, 2021
Follow-the-Leader Deployment of the Interlaced Continuum Robot Based on the Unpowered Lock Mechanism.
Proceedings of the Intelligent Robotics and Applications - 14th International Conference, 2021
Behind the Scenes: An Exploration of Trigger Biases Problem in Few-Shot Event Classification.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
2019
Haze Image Recognition Based on Brightness Optimization Feedback and Color Correction.
Inf., 2019
An Automated Fact Checking System Using Deep Learning Through Word Embedding.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
REET: Joint Relation Extraction and Entity Typing via Multi-task Learning.
Proceedings of the Natural Language Processing and Chinese Computing, 2019
NRSA: Neural Recommendation with Summary-Aware Attention.
Proceedings of the Knowledge Science, Engineering and Management, 2019
Neural Review Rating Prediction with Hierarchical Attentions and Latent Factors.
Proceedings of the Database Systems for Advanced Applications, 2019
REKA: Relation Extraction with Knowledge-Aware Attention.
Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Computing and Language Understanding, 2019