A Combined Encoder and Transformer Approach for Coherent and High-Quality Text Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Jiajing, Wang, Shuo, Qi, Zhen, Zhang, Zhenhong, Wang, Chihang, Zheng, Hongye |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Optimizing Multi-Task Learning for Enhanced Performance in Large Language Models
by: Qi, Zhen, et al.
Published: (2024)
by: Qi, Zhen, et al.
Published: (2024)
Automated Genre-Aware Article Scoring and Feedback Using Large Language Models
by: Wang, Chihang, et al.
Published: (2024)
by: Wang, Chihang, et al.
Published: (2024)
Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation
by: Dong, Yuxin, et al.
Published: (2024)
by: Dong, Yuxin, et al.
Published: (2024)
Feature Alignment-Based Knowledge Distillation for Efficient Compression of Large Language Models
by: Wang, Shuo, et al.
Published: (2024)
by: Wang, Shuo, et al.
Published: (2024)
Contrastive Learning for Knowledge-Based Question Generation in Large Language Models
by: Zhang, Zhenhong, et al.
Published: (2024)
by: Zhang, Zhenhong, et al.
Published: (2024)
Optimizing Large Language Models with an Enhanced LoRA Fine-Tuning Algorithm for Efficiency and Robustness in NLP Tasks
by: Hu, Jiacheng, et al.
Published: (2024)
by: Hu, Jiacheng, et al.
Published: (2024)
A LongFormer-Based Framework for Accurate and Efficient Medical Text Summarization
by: Sun, Dan, et al.
Published: (2025)
by: Sun, Dan, et al.
Published: (2025)
The Master-Slave Encoder Model for Improving Patent Text Summarization: A New Approach to Combining Specifications and Claims
by: Zhou, Shu, et al.
Published: (2024)
by: Zhou, Shu, et al.
Published: (2024)
Dynamic Adaptation of LoRA Fine-Tuning for Efficient and Task-Specific Optimization of Large Language Models
by: Liao, Xiaoxuan, et al.
Published: (2025)
by: Liao, Xiaoxuan, et al.
Published: (2025)
Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models
by: He, Jacky, et al.
Published: (2025)
by: He, Jacky, et al.
Published: (2025)
Semantic and Contextual Modeling for Malicious Comment Detection with BERT-BiLSTM
by: Fang, Zhou, et al.
Published: (2025)
by: Fang, Zhou, et al.
Published: (2025)
Multi-Level Attention and Contrastive Learning for Enhanced Text Classification with an Optimized Transformer
by: Gao, Jia, et al.
Published: (2025)
by: Gao, Jia, et al.
Published: (2025)
Jailbreaking Large Language Diffusion Models: Revealing Hidden Safety Flaws in Diffusion-Based Text Generation
by: Zhang, Yuanhe, et al.
Published: (2025)
by: Zhang, Yuanhe, et al.
Published: (2025)
A Semi-Supervised Text Generation Framework Combining a Deep Transformer and a GAN
by: Wang, Shengquan
Published: (2025)
by: Wang, Shengquan
Published: (2025)
Towards Robust Few-Shot Text Classification Using Transformer Architectures and Dual Loss Strategies
by: Han, Xu, et al.
Published: (2025)
by: Han, Xu, et al.
Published: (2025)
Encoder-Decoder Framework for Interactive Free Verses with Generation with Controllable High-Quality Rhyming
by: Pasini, Tommaso, et al.
Published: (2024)
by: Pasini, Tommaso, et al.
Published: (2024)
Instruction Tuning and CoT Prompting for Contextual Medical QA with LLMs
by: Le, Chenqian, et al.
Published: (2025)
by: Le, Chenqian, et al.
Published: (2025)
Retrieval-augmented Encoders for Extreme Multi-label Text Classification
by: Wang, Yau-Shian, et al.
Published: (2025)
by: Wang, Yau-Shian, et al.
Published: (2025)
A Hybrid Model for Few-Shot Text Classification Using Transfer and Meta-Learning
by: Gao, Jia, et al.
Published: (2025)
by: Gao, Jia, et al.
Published: (2025)
Kling-Foley: Multimodal Diffusion Transformer for High-Quality Video-to-Audio Generation
by: Wang, Jun, et al.
Published: (2025)
by: Wang, Jun, et al.
Published: (2025)
LLM Encoder vs. Decoder: Robust Detection of Chinese AI-Generated Text with LoRA
by: Jin, Houji, et al.
Published: (2025)
by: Jin, Houji, et al.
Published: (2025)
Mechanistic Knobs in LLMs: Retrieving and Steering High-Order Semantic Features via Sparse Autoencoders
by: Zhang, Ruikang, et al.
Published: (2026)
by: Zhang, Ruikang, et al.
Published: (2026)
A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction Generation
by: Zhou, Shijie, et al.
Published: (2024)
by: Zhou, Shijie, et al.
Published: (2024)
Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding
by: Jinnai, Yuu, et al.
Published: (2024)
by: Jinnai, Yuu, et al.
Published: (2024)
Beyond the Textual: Generating Coherent Visual Options for MCQs
by: Wang, Wanqiang, et al.
Published: (2025)
by: Wang, Wanqiang, et al.
Published: (2025)
Guiding LLMs to Generate High-Fidelity and High-Quality Counterfactual Explanations for Text Classification
by: Nguyen, Van Bach, et al.
Published: (2025)
by: Nguyen, Van Bach, et al.
Published: (2025)
Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER
by: Zhu, Junyi, et al.
Published: (2025)
by: Zhu, Junyi, et al.
Published: (2025)
A Fine-Tuning Approach for T5 Using Knowledge Graphs to Address Complex Tasks
by: Liao, Xiaoxuan, et al.
Published: (2025)
by: Liao, Xiaoxuan, et al.
Published: (2025)
Optimizing News Text Classification with Bi-LSTM and Attention Mechanism for Efficient Data Processing
by: Liu, Bingyao, et al.
Published: (2024)
by: Liu, Bingyao, et al.
Published: (2024)
Adapting Knowledge for Few-shot Table-to-Text Generation
by: Guo, Zhixin, et al.
Published: (2023)
by: Guo, Zhixin, et al.
Published: (2023)
Controllable Text Generation with Residual Memory Transformer
by: Zhang, Hanqing, et al.
Published: (2023)
by: Zhang, Hanqing, et al.
Published: (2023)
Structured Gradient Guidance for Few-Shot Adaptation in Large Language Models
by: Zheng, Hongye, et al.
Published: (2025)
by: Zheng, Hongye, et al.
Published: (2025)
Pre-trained Language Models and Few-shot Learning for Medical Entity Extraction
by: Wang, Xiaokai, et al.
Published: (2025)
by: Wang, Xiaokai, et al.
Published: (2025)
Understanding Literary Texts by LLMs: A Case Study of Ancient Chinese Poetry
by: Zhao, Cheng, et al.
Published: (2024)
by: Zhao, Cheng, et al.
Published: (2024)
QAQ: Bidirectional Semantic Coherence for Selecting High-Quality Synthetic Code Instructions
by: Lei, Jiayin, et al.
Published: (2026)
by: Lei, Jiayin, et al.
Published: (2026)
Encoder-Decoder or Decoder-Only? Revisiting Encoder-Decoder Large Language Model
by: Zhang, Biao, et al.
Published: (2025)
by: Zhang, Biao, et al.
Published: (2025)
BBScore: A Brownian Bridge Based Metric for Assessing Text Coherence
by: Sheng, Zhecheng, et al.
Published: (2023)
by: Sheng, Zhecheng, et al.
Published: (2023)
Latency Adjustable Transformer Encoder for Language Understanding
by: Kachuee, Sajjad, et al.
Published: (2022)
by: Kachuee, Sajjad, et al.
Published: (2022)
Monocle: Hybrid Local-Global In-Context Evaluation for Long-Text Generation with Uncertainty-Based Active Learning
by: Wang, Xiaorong, et al.
Published: (2025)
by: Wang, Xiaorong, et al.
Published: (2025)
A Comprehensive Framework for Semantic Similarity Analysis of Human and AI-Generated Text Using Transformer Architectures and Ensemble Techniques
by: Gao, Lifu, et al.
Published: (2025)
by: Gao, Lifu, et al.
Published: (2025)
Similar Items
-
Optimizing Multi-Task Learning for Enhanced Performance in Large Language Models
by: Qi, Zhen, et al.
Published: (2024) -
Automated Genre-Aware Article Scoring and Feedback Using Large Language Models
by: Wang, Chihang, et al.
Published: (2024) -
Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation
by: Dong, Yuxin, et al.
Published: (2024) -
Feature Alignment-Based Knowledge Distillation for Efficient Compression of Large Language Models
by: Wang, Shuo, et al.
Published: (2024) -
Contrastive Learning for Knowledge-Based Question Generation in Large Language Models
by: Zhang, Zhenhong, et al.
Published: (2024)