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A Survey of Controllable Text Generation Using Transformer-based Pre-trained Language Models
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Outgoing claims: the papers this work cites, builds on, or argues with.
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Human evaluation of automatically generated text: Current trends and best practice guidelines
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Advances in neural information processing systems 7
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Building Natural Language Generation Systems
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Emotional Text Generation Based on Cross-Domain Sentiment Transfer
inferredcites →https://doi.org/10.1109/taffc.2020.3015491openalex-snapshot
EmoSen: Generating Sentiment and Emotion Controlled Responses in a Multimodal Dialogue System
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Being Polite: Modeling Politeness Variation in a Personalized Dialog Agent
inferredcites →https://doi.org/10.1145/1390156openalex-snapshot
Proceedings of the 25th international conference on Machine learning - ICML '08
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Quality management on Amazon Mechanical Turk
inferredcites →https://doi.org/10.1145/2702123.2702553openalex-snapshot
Comparing Person- and Process-centric Strategies for Obtaining Quality Data on Amazon Mechanical Turk
inferredcites →https://doi.org/10.1145/3383123openalex-snapshot
Challenges in Building Intelligent Open-domain Dialog Systems
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On the Dangers of Stochastic Parrots
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A Sentiment and Style Controllable Approach for Chinese Poetry Generation
inferredcites →https://doi.org/10.1145/3560815openalex-snapshot
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing
inferredcites →https://doi.org/10.1145/3571730openalex-snapshot
Survey of Hallucination in Natural Language Generation
inferredcites →https://doi.org/10.1162/tacl_a_00027openalex-snapshot
Polite Dialogue Generation Without Parallel Data
inferredcites →https://doi.org/10.1162/tacl_a_00324openalex-snapshot
How Can We Know What Language Models Know?
inferredcites →https://doi.org/10.1162/tacl_a_00343openalex-snapshot
Multilingual Denoising Pre-training for Neural Machine Translation
inferredcites →https://doi.org/10.1609/aaai.v33i01.33016908openalex-snapshot
Data-to-Text Generation with Content Selection and Planning
inferredcites →https://doi.org/10.1609/aaai.v33i01.33018151openalex-snapshot
Unsupervised Stylish Image Description Generation via Domain Layer Norm
inferredcites →https://doi.org/10.1609/aaai.v34i01.5385openalex-snapshot
Automatically Neutralizing Subjective Bias in Text
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A Character-Centric Neural Model for Automated Story Generation
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Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models
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Mitigating Political Bias in Language Models through Reinforced Calibration
inferredcites →https://doi.org/10.1609/aiide.v17i1.18891openalex-snapshot
Plug-and-Blend: A Framework for Plug-and-Play Controllable Story Generation with Sketches
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DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.224openalex-snapshot
Bridging the Structural Gap Between Encoding and Decoding for Data-To-Text Generation
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.251openalex-snapshot
ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.516openalex-snapshot
Generate, Delete and Rewrite: A Three-Stage Framework for Improving Persona Consistency of Dialogue Generation
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.68openalex-snapshot
Rigid Formats Controlled Text Generation
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.704openalex-snapshot
BLEURT: Learning Robust Metrics for Text Generation
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.712openalex-snapshot
Structural Information Preserving for Graph-to-Text Generation
inferredcites →https://doi.org/10.18653/v1/2020.coling-main.1openalex-snapshot
Exploring Controllable Text Generation Techniques
inferredcites →https://doi.org/10.18653/v1/2020.coling-main.204openalex-snapshot
Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.226openalex-snapshot
MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.346openalex-snapshot
AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts
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Content Planning for Neural Story Generation with Aristotelian Rescoring
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Template Guided Text Generation for Task-Oriented Dialogue
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Towards Persona-Based Empathetic Conversational Models
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PAIR: Planning and Iterative Refinement in Pre-trained Transformers for Long Text Generation
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Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation
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POINTER: Constrained Progressive Text Generation via Insertion-based Generative Pre-training
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Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation
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Few-shot Natural Language Generation for Task-Oriented Dialog
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Towards Controllable Biases in Language Generation
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Reducing Sentiment Bias in Language Models via Counterfactual Evaluation
inferredcites →https://doi.org/10.18653/v1/2020.inlg-1.14openalex-snapshot
Text-to-Text Pre-Training for Data-to-Text Tasks
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.14openalex-snapshot
BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.151openalex-snapshot
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.295openalex-snapshot
Making Pre-trained Language Models Better Few-shot Learners
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.349openalex-snapshot
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.353openalex-snapshot
Prefix-Tuning: Optimizing Continuous Prompts for Generation
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.522openalex-snapshot
DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.9openalex-snapshot
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inferredcites →https://doi.org/10.18653/v1/2021.dialdoc-1.3openalex-snapshot
A Template-guided Hybrid Pointer Network for Knowledge-based Task-oriented Dialogue Systems
inferredcites →https://doi.org/10.18653/v1/2021.eacl-main.223openalex-snapshot
Changing the Mind of Transformers for Topically-Controllable Language Generation
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.243openalex-snapshot
The Power of Scale for Parameter-Efficient Prompt Tuning
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.351openalex-snapshot
Structural Adapters in Pretrained Language Models for AMR-to-Text Generation
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.681openalex-snapshot
Parallel Refinements for Lexically Constrained Text Generation with BART
inferredcites →https://doi.org/10.18653/v1/2021.findings-emnlp.424openalex-snapshot
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inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.276openalex-snapshot
FUDGE: Controlled Text Generation With Future Discriminators
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.37openalex-snapshot
DART: Open-Domain Structured Data Record to Text Generation
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.392openalex-snapshot
A Simple and Efficient Multi-Task Learning Approach for Conditioned Dialogue Generation
inferredcites →https://doi.org/10.18653/v1/2021.nlp4convai-1.20openalex-snapshot
Investigating Pretrained Language Models for Graph-to-Text Generation
inferredcites →https://doi.org/10.18653/v1/2022.acl-long.164openalex-snapshot
CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation
inferredcites →https://doi.org/10.18653/v1/2022.acl-long.31openalex-snapshot
Mix and Match: Learning-free Controllable Text Generationusing Energy Language Models
inferredcites →https://doi.org/10.18653/v1/2022.acl-long.471openalex-snapshot
Fine-Grained Controllable Text Generation Using Non-Residual Prompting
inferredcites →https://doi.org/10.18653/v1/2022.emnlp-main.223openalex-snapshot
DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation
inferredcites →https://doi.org/10.18653/v1/2022.findings-acl.229openalex-snapshot
Controllable Natural Language Generation with Contrastive Prefixes
inferredcites →https://doi.org/10.18653/v1/d17-1098openalex-snapshot
Guided Open Vocabulary Image Captioning with Constrained Beam Search
inferredcites →https://doi.org/10.18653/v1/d19-1190openalex-snapshot
Structuring Latent Spaces for Stylized Response Generation
inferredcites →https://doi.org/10.18653/v1/d19-1410openalex-snapshot
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
inferredcites →https://doi.org/10.18653/v1/d19-1513openalex-snapshot
A Topic Augmented Text Generation Model: Joint Learning of Semantics and Structural Features
inferredcites →https://doi.org/10.18653/v1/d19-5609openalex-snapshot
Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents
inferredcites →https://doi.org/10.18653/v1/n16-1005openalex-snapshot
Controlling Politeness in Neural Machine Translation via Side Constraints
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A Diversity-Promoting Objective Function for Neural Conversation Models
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inferredcites →https://doi.org/10.18653/v1/n18-1202openalex-snapshot
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inferredcites →https://doi.org/10.18653/v1/n18-2012openalex-snapshot
RankME: Reliable Human Ratings for Natural Language Generation
inferredcites →https://doi.org/10.18653/v1/n19-1015openalex-snapshot
Topic-Guided Variational Auto-Encoder for Text Generation
inferredcites →https://doi.org/10.18653/v1/n19-1169openalex-snapshot
Unifying Human and Statistical Evaluation for Natural Language Generation
inferredcites →https://doi.org/10.18653/v1/n19-1423openalex-snapshot
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
inferredcites →https://doi.org/10.18653/v1/p16-1094openalex-snapshot
A Persona-Based Neural Conversation Model
inferredcites →https://doi.org/10.18653/v1/p17-1103openalex-snapshot
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inferredcites →https://doi.org/10.18653/v1/p17-1123openalex-snapshot
Learning to Ask: Neural Question Generation for Reading Comprehension
inferredcites →https://doi.org/10.18653/v1/p18-1082openalex-snapshot
Hierarchical Neural Story Generation
inferredcites →https://doi.org/10.18653/v1/p18-1205openalex-snapshot
Personalizing Dialogue Agents: I have a dog, do you have pets too?
inferredcites →https://doi.org/10.18653/v1/p19-1139openalex-snapshot
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inferredcites →https://doi.org/10.18653/v1/p19-1193openalex-snapshot
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inferredcites →https://doi.org/10.18653/v1/p19-1269openalex-snapshot
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inferredcites →https://doi.org/10.18653/v1/p19-1285openalex-snapshot
Transformer-XL: Attentive Language Models beyond a Fixed-Length Context
inferredcites →https://doi.org/10.18653/v1/p19-1359openalex-snapshot
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inferredcites →https://doi.org/10.18653/v1/p19-1539openalex-snapshot
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inferredcites →https://doi.org/10.18653/v1/p19-1603openalex-snapshot
Learning to Control the Fine-grained Sentiment for Story Ending Generation
inferredcites →https://doi.org/10.18653/v1/p19-2031openalex-snapshot
Reducing Gender Bias in Word-Level Language Models with a Gender-Equalizing Loss Function
inferredcites →https://doi.org/10.18653/v1/w15-4708openalex-snapshot
A Snapshot of NLG Evaluation Practices 2005 - 2014
inferredcites →https://doi.org/10.18653/v1/w17-4912openalex-snapshot
Controlling Linguistic Style Aspects in Neural Language Generation
inferredcites →https://doi.org/10.18653/v1/w19-3402openalex-snapshot
“My Way of Telling a Story”: Persona based Grounded Story Generation
inferredcites →https://doi.org/10.24963/ijcai.2018/618openalex-snapshot
SentiGAN: Generating Sentimental Texts via Mixture Adversarial Networks
inferredcites →https://doi.org/10.24963/ijcai.2019/684openalex-snapshot
Sentiment-Controllable Chinese Poetry Generation
inferredcites →https://doi.org/10.24963/ijcai.2019/829openalex-snapshot
Controllable Neural Story Plot Generation via Reward Shaping
inferredcites →https://doi.org/10.24963/ijcai.2020/503openalex-snapshot
EmoElicitor: An Open Domain Response Generation Model with User Emotional Reaction Awareness
inferredcites →https://doi.org/10.24963/ijcai.2022/716openalex-snapshot
CounterGeDi: A Controllable Approach to Generate Polite, Detoxified and Emotional Counterspeech
inferredcites →https://doi.org/10.26615/978-954-452-072-4_096openalex-snapshot
Naturalness Evaluation of Natural Language Generation in Task-oriented Dialogues using BERT
inferredcites →https://doi.org/10.3115/v1/e14-1042openalex-snapshot
Learning from Post-Editing: Online Model Adaptation for Statistical Machine Translation
inferredcites →https://doi.org/10.4230/lipics.cp.2025.31openalex-snapshot
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inferredcites →https://doi.org/10.4230/oasics.commit2data.3openalex-snapshot
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Cross-lingual Language Model Pretraining
inferredcites →https://doi.org/10.48550/arxiv.1906.09531openalex-snapshot
Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting
inferredcites →https://doi.org/10.48550/arxiv.1907.00151openalex-snapshot
GPT-based Generation for Classical Chinese Poetry
inferredcites →https://doi.org/10.48550/arxiv.1909.05858openalex-snapshot
CTRL: A Conditional Transformer Language Model for Controllable Generation
inferredcites →https://doi.org/10.48550/arxiv.1909.08593openalex-snapshot
Fine-Tuning Language Models from Human Preferences
inferredcites →https://doi.org/10.48550/arxiv.1910.10683openalex-snapshot
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inferredcites →https://doi.org/10.48550/arxiv.2002.03912openalex-snapshot
A Probabilistic Formulation of Unsupervised Text Style Transfer
inferredcites →https://doi.org/10.48550/arxiv.2004.05150openalex-snapshot
Longformer: The Long-Document Transformer
inferredcites →https://doi.org/10.48550/arxiv.2006.09891openalex-snapshot
Fine-grained Sentiment Controlled Text Generation
inferredcites →https://doi.org/10.48550/arxiv.2101.00822openalex-snapshot
Outline to Story: Fine-grained Controllable Story Generation from Cascaded Events
inferredcites →https://doi.org/10.48550/arxiv.2103.03404openalex-snapshot
Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth
inferredcites →https://doi.org/10.48550/arxiv.2106.03044openalex-snapshot
Emotion-aware Chat Machine: Automatic Emotional Response Generation for Human-like Emotional Interaction
inferredcites →https://doi.org/10.48550/arxiv.2109.02938openalex-snapshot
Naturalness Evaluation of Natural Language Generation in Task-oriented Dialogues using BERT
inferredcites →https://doi.org/10.48550/arxiv.2204.02311openalex-snapshot
PaLM: Scaling Language Modeling with Pathways
inferredcites →https://doi.org/10.48550/arxiv.2205.14217openalex-snapshot
Diffusion-LM Improves Controllable Text Generation
inferredcites →https://doi.org/10.48550/arxiv.2210.11416openalex-snapshot
Scaling Instruction-Finetuned Language Models
inferredcites →https://doi.org/10.48550/arxiv.2302.13971openalex-snapshot
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A neural probabilistic language model
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Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Emerging trends of recommender system for e-commerce: a comprehensive review
inferred← citeshttps://doi.org/10.1007/s10844-025-00956-2openalex-snapshot
KQFV: a knowledge-enhanced method using question answering for fact verification
inferred← citeshttps://doi.org/10.1007/s11023-026-09783-yopenalex-snapshot
On Controllability in Agentic AI: A Survey
inferred← citeshttps://doi.org/10.1007/s11063-025-11747-9openalex-snapshot
A Survey of Data Augmentation in Domain Generalization
inferred← citeshttps://doi.org/10.1007/s11423-025-10549-zopenalex-snapshot
Designing AI-powered learning: adult learners’ expectations for curriculum and human-AI interaction
inferred← citeshttps://doi.org/10.1007/s11633-022-1410-8openalex-snapshot
Large-scale Multi-modal Pre-trained Models: A Comprehensive Survey
inferred← citeshttps://doi.org/10.1007/s11704-025-50442-9openalex-snapshot
Trustworthy evaluation of large language models
inferred← citeshttps://doi.org/10.1007/s12046-026-03400-5openalex-snapshot
Automatic text generation using GAN-based pointer attentive generator network and conditional latent manifold learning
inferred← citeshttps://doi.org/10.1007/s13042-025-02726-6openalex-snapshot
Concept recursion and generation for long-term time series forecasting
inferred← citeshttps://doi.org/10.1007/s13042-026-03223-0openalex-snapshot
HyGST: a graph-integration enhanced generative framework for end-to-end aspect-based sentiment analysis
inferred← citeshttps://doi.org/10.1007/s13218-024-00850-zopenalex-snapshot
AutoRAG: Grounding Text and Symbols
inferred← citeshttps://doi.org/10.1007/s13218-024-00861-wopenalex-snapshot
Quantum Natural Language Processing
inferred← citeshttps://doi.org/10.1007/s13278-024-01269-yopenalex-snapshot
A GAN-BERT based decision making approach in peer review
inferred← citeshttps://doi.org/10.1007/s40747-024-01538-5openalex-snapshot
Attention-based RNN with question-aware loss and multi-level copying mechanism for natural answer generation
inferred← citeshttps://doi.org/10.1007/s41060-026-01078-wopenalex-snapshot
Constraint-biased transformers: attention bias injection for rule-compliant course recommendation
inferred← citeshttps://doi.org/10.1007/s42154-025-00401-8openalex-snapshot
Tractor-Trailer Mass Estimation Using Time–Frequency Fusion Transformer Regression
inferred← citeshttps://doi.org/10.1007/s42803-023-00069-8openalex-snapshot
eXplainable AI with GPT4 for story analysis and generation: A novel framework for diachronic sentiment analysis
inferred← citeshttps://doi.org/10.1007/s42979-025-03719-6openalex-snapshot
A Holistic Review of Image-to-Text Conversion: Techniques, Evaluation Metrics, Multilingual Captioning, Storytelling and Integration
inferred← citeshttps://doi.org/10.1007/s42979-025-04188-7openalex-snapshot
EfficientPhoCaption: An Enhanced PhoBERT-Based Image Captioning Framework for Breast Cancer Diagnosis
inferred← citeshttps://doi.org/10.1007/s42979-025-04564-3openalex-snapshot
ECGText: Maximizing GPT Capabilities for Enhanced Text Generation and Emotional Insight
inferred← citeshttps://doi.org/10.1016/j.aei.2026.104327openalex-snapshot
A unified LLM-KG framework for low‑annotation urban rail transit signal system operation: knowledge acquisition and dynamic update
inferred← citeshttps://doi.org/10.1016/j.asoc.2024.111893openalex-snapshot
Class conditioned text generation with style attention mechanism for embracing diversity
inferred← citeshttps://doi.org/10.1016/j.asoc.2025.113035openalex-snapshot
A feature engineering based model architecture for modeling initial public offerings
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Deep insights into cognitive decline: A survey of leveraging non-intrusive modalities with deep learning techniques
inferred← citeshttps://doi.org/10.1016/j.asoc.2025.114025openalex-snapshot
Knowledge-augmented large language model-based framework for adverse drug reaction analysis
inferred← citeshttps://doi.org/10.1016/j.asoc.2025.114094openalex-snapshot
Large language model augmented joint learning framework for entity-relation extraction
inferred← citeshttps://doi.org/10.1016/j.asoc.2026.114630openalex-snapshot
Persistent homology spatial pyramid bag-of-words for topological feature learning
inferred← citeshttps://doi.org/10.1016/j.caeai.2025.100370openalex-snapshot
Can large language models meet the challenge of generating school-level questions?
inferred← citeshttps://doi.org/10.1016/j.cie.2025.110939openalex-snapshot
Personalized product design and user review and experience analysis: A data-driven hybrid novel approach
inferred← citeshttps://doi.org/10.1016/j.compag.2026.111495openalex-snapshot
Integrating remote sensing data assimilation, deep learning and large language model to interactive yield prediction for wheat breeding
inferred← citeshttps://doi.org/10.1016/j.compbiomed.2025.110118openalex-snapshot
Explainable transformer-based deep survival analysis in childhood acute lymphoblastic leukemia
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2024.108895openalex-snapshot
Quo Vadis ChatGPT? From large language models to Large Knowledge Models
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Revolutionizing textual data insights: A comprehensive review of the dual relationship between transformers and clustering in textual data analysis
inferred← citeshttps://doi.org/10.1016/j.dibe.2023.100300openalex-snapshot
GPT models in construction industry: Opportunities, limitations, and a use case validation
inferred← citeshttps://doi.org/10.1016/j.engappai.2023.107792openalex-snapshot
Predictive typing method for Persian office automation
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When control meets large language models: From words to dynamics
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Adaptive text generation with personality types and continuous emotion intensity
inferred← citeshttps://doi.org/10.1016/j.eswa.2026.133034openalex-snapshot
A classification framework of large language model in the post-transformer era
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A recent survey on controllable text generation: A causal perspective
inferred← citeshttps://doi.org/10.1016/j.foodchem.2025.146910openalex-snapshot
Food defect detection technologies based on deep learning and prospects in detection of unsound wheat kernels
inferred← citeshttps://doi.org/10.1016/j.ijar.2025.109507openalex-snapshot
Visual hallucination detection in large vision-language models via evidential conflict
inferred← citeshttps://doi.org/10.1016/j.image.2026.117605openalex-snapshot
RTINet: A learned in-loop filter in VVC using interaction of ResNet and Transformer
inferred← citeshttps://doi.org/10.1016/j.inffus.2025.103779openalex-snapshot
MiKTr: Multiscale knowledge fusion transformer for consumer fraud detection
inferred← citeshttps://doi.org/10.1016/j.ins.2024.120429openalex-snapshot
SecureTLM: Private inference for transformer-based large model with MPC
inferred← citeshttps://doi.org/10.1016/j.iotcps.2025.01.001openalex-snapshot
Generative AI in cybersecurity: A comprehensive review of LLM applications and vulnerabilities
inferred← citeshttps://doi.org/10.1016/j.ipm.2025.104477openalex-snapshot
Transformer-based large language foundation models for text generation: A comprehensive literature review for different languages and application domains
inferred← citeshttps://doi.org/10.1016/j.ipm.2026.104978openalex-snapshot
DC-FM: A logic-fact dual consistency filtering method for aligned samples in graph-to-text generation
inferred← citeshttps://doi.org/10.1016/j.jmsy.2026.04.036openalex-snapshot
From artificial intelligence to augmented intelligence: A review of intelligent forward design of wire harnesses
inferred← citeshttps://doi.org/10.1016/j.jnlest.2025.100344openalex-snapshot
Knowledge graph-enhanced framework for electric power engineering report generation
inferred← citeshttps://doi.org/10.1016/j.jss.2024.112266openalex-snapshot
Refining software defect prediction through attentive neural models for code understanding
inferred← citeshttps://doi.org/10.1016/j.knosys.2025.114437openalex-snapshot
TWDT: Training-free word-level controllable diffusion model for text generation
inferred← citeshttps://doi.org/10.1016/j.knosys.2026.115752openalex-snapshot
A semantic security and controllability framework for DIKWP artificial consciousness oriented to external semantics
inferred← citeshttps://doi.org/10.1016/j.knosys.2026.116519openalex-snapshot
Self-enhancing prompt optimization for language style generation
inferred← citeshttps://doi.org/10.1016/j.knosys.2026.116607openalex-snapshot
DCHD: Density clustering-based hallucination detection in large language models
inferred← citeshttps://doi.org/10.1016/j.metrad.2024.100080openalex-snapshot
Opportunities and challenges in the application of large artificial intelligence models in radiology
inferred← citeshttps://doi.org/10.1016/j.mlwa.2025.100722openalex-snapshot
A hybrid approach to content generation based on user experience using generative AI elements
inferred← citeshttps://doi.org/10.1016/j.neucom.2025.129472openalex-snapshot
Large language model augmented syntax-aware domain adaptation method for aspect-based sentiment analysis
inferred← citeshttps://doi.org/10.1016/j.neucom.2025.130727openalex-snapshot
Spike-driven incepformer: A hierarchical spiking transformer with inception-inspired feature learning
inferred← citeshttps://doi.org/10.1016/j.neucom.2025.131122openalex-snapshot
Artificial inductive bias for synthetic tabular data generation in data-scarce scenarios
inferred← citeshttps://doi.org/10.1016/j.neucom.2026.135077openalex-snapshot
Reject-before-aggregate reward modeling for curriculum-constrained mathematical reasoning
inferred← citeshttps://doi.org/10.1016/j.neunet.2024.106971openalex-snapshot
Strongly concealed adversarial attack against text classification models with limited queries
inferred← citeshttps://doi.org/10.1016/j.pbi.2024.102665openalex-snapshot
The gene function prediction challenge: Large language models and knowledge graphs to the rescue
inferred← citeshttps://doi.org/10.1021/acs.jproteome.5c00506openalex-snapshot
Protein Language Models: Applications and Perspectives
inferred← citeshttps://doi.org/10.1038/s41598-025-14955-4openalex-snapshot
ERNIE-TextCNN: research on classification methods of Chinese news headlines in different situations
inferred← citeshttps://doi.org/10.1038/s41598-025-26024-xopenalex-snapshot
A transformer based approach to STEAM integrated english course design in high schools under deep learning
inferred← citeshttps://doi.org/10.1038/s41598-025-97640-wopenalex-snapshot
An IPv6 target generation approach based on address space forest
inferred← citeshttps://doi.org/10.1055/s-0043-1774796openalex-snapshot
A Perspective on How Fibrinaloid Microclots and Platelet Pathology May be Applied in Clinical Investigations
inferred← citeshttps://doi.org/10.1080/0020739x.2024.2357341openalex-snapshot
ChatGPT in education: benefits and challenges of ChatGPT for mathematics and science teaching practices
inferred← citeshttps://doi.org/10.1080/00207543.2024.2447927openalex-snapshot
Leveraging synthetic data to tackle machine learning challenges in supply chains: challenges, methods, applications, and research opportunities
inferred← citeshttps://doi.org/10.1080/0144929x.2024.2431068openalex-snapshot
Challenges and future directions for integration of large language models into socio-technical systems
inferred← citeshttps://doi.org/10.1080/09544828.2026.2624356openalex-snapshot
Large language model agent as a mechanical designer
inferred← citeshttps://doi.org/10.1080/10447318.2025.2581856openalex-snapshot
Through the Lens of OMRAEG: A Critical Review and Optimizing Roadmap for Robotic Emotion Generation
inferred← citeshttps://doi.org/10.1093/bioinformatics/btae680openalex-snapshot
FAPM: functional annotation of proteins using multimodal models beyond structural modeling
inferred← citeshttps://doi.org/10.1108/el-10-2025-0425openalex-snapshot
Make context easier: enhancing fine-tuned NER models via LLM-based text rewriting
inferred← citeshttps://doi.org/10.1109/access.2022.3191666openalex-snapshot
Language Model Guided Knowledge Graph Embeddings
inferred← citeshttps://doi.org/10.1109/access.2023.3252017openalex-snapshot
Controllable Text Generation Using Semantic Control Grammar
inferred← citeshttps://doi.org/10.1109/access.2023.3342843openalex-snapshot
Combating Fake News on Social Media: A Fusion Approach for Improved Detection and Interpretability
inferred← citeshttps://doi.org/10.1109/access.2023.3348778openalex-snapshot
Optimizing Prompts Using In-Context Few-Shot Learning for Text-to-Image Generative Models
inferred← citeshttps://doi.org/10.1109/access.2024.3357095openalex-snapshot
Efficient Classification of Malicious URLs: M-BERT—A Modified BERT Variant for Enhanced Semantic Understanding
inferred← citeshttps://doi.org/10.1109/access.2024.3468996openalex-snapshot
QueryMintAI: Multipurpose Multimodal Large Language Models for Personal Data
inferred← citeshttps://doi.org/10.1109/access.2024.3482107openalex-snapshot
Survey of Different Large Language Model Architectures: Trends, Benchmarks, and Challenges
inferred← citeshttps://doi.org/10.1109/access.2025.3572384openalex-snapshot
A Deep Semantic Comprehension-Based Automatic Conversation Model Based on Autoencoder-Enhanced Transformer
inferred← citeshttps://doi.org/10.1109/access.2025.3588121openalex-snapshot
Enhancing Structured Pathology Report Generation With Foundation Model and Modular Design
inferred← citeshttps://doi.org/10.1109/access.2025.3644242openalex-snapshot
Enhancing Drug Discovery Through Transformer-Based Classification and Regression Models for Bioactivity Estimation
inferred← citeshttps://doi.org/10.1109/access.2026.3670857openalex-snapshot
A Dynamic Framework for Causal User Profiling and Treatment Segmentation via Uplift Modeling in Internet Lending
inferred← citeshttps://doi.org/10.1109/ainit65432.2025.11035169openalex-snapshot
NAT-CVAE: A Novel Method for Controlled Long Text Generation
inferred← citeshttps://doi.org/10.1109/aset56582.2023.10180671openalex-snapshot
Medical Reports Summarization Using Text-To-Text Transformer
inferred← citeshttps://doi.org/10.1109/bibm62325.2024.10822706openalex-snapshot
A Novel Knowledge Enhanced Large Language Model Augmented Framework for Medical Question Answering
inferred← citeshttps://doi.org/10.1109/cei63587.2024.10871566openalex-snapshot
The Iterative Query Knowledge Graph Completion Strategy
inferred← citeshttps://doi.org/10.1109/cnc68716.2025.11484667openalex-snapshot
Optimizing the Educational Text Generation Algorithm Based on Adaptive Sparse Transformer
inferred← citeshttps://doi.org/10.1109/comst.2024.3503680openalex-snapshot
Toward Federated Large Language Models: Motivations, Methods, and Future Directions
inferred← citeshttps://doi.org/10.1109/cyberscitech68397.2025.00129openalex-snapshot
Federated Learning with Large Language Models
inferred← citeshttps://doi.org/10.1109/eibdct69742.2026.11566951openalex-snapshot
A Knowledge Driven Method for Data Synthesis and Evaluation Using Large Language Models
inferred← citeshttps://doi.org/10.1109/eiecc60864.2023.10456641openalex-snapshot
Enhancing Sentiment Analysis Using MCNN-BRNN Model with BERT
inferred← citeshttps://doi.org/10.1109/iacis65746.2025.11211411openalex-snapshot
Graph-Based Drug Discovery and Risk Assessment for Opioid Use Disorder Using Graph Neural Networks and Knowledge Graphs
inferred← citeshttps://doi.org/10.1109/iatmsi56455.2022.10119346openalex-snapshot
Transformer-based Technique to Classify Raags in Hindustani Classical Music
inferred← citeshttps://doi.org/10.1109/ic-aida68291.2026.11564396openalex-snapshot
A Comprehensive Systematic Approach to Phishing Detection: Analyzing URL Structures and Machine Learning Patterns
inferred← citeshttps://doi.org/10.1109/icaiccit68829.2025.11434040openalex-snapshot
A Data-Driven Framework for Fantasy Cricket Team Prediction Using Ensemble Learning
inferred← citeshttps://doi.org/10.1109/icaiic68212.2026.11454247openalex-snapshot
Parameter-Efficient Style-Controlled Summarization: An Investigation into LoRA Dynamics and Stylistic Collapse
inferred← citeshttps://doi.org/10.1109/icassp55912.2026.11463070openalex-snapshot
Stance-Driven Controllable Statement Generation via Compositional Attribute Graph Prompting with LLMS
inferred← citeshttps://doi.org/10.1109/iccad64771.2025.11099240openalex-snapshot
KoGPT-2 Integrated SSVEP-Based BCI for Efficient Language Processing
inferred← citeshttps://doi.org/10.1109/icce-taiwan66881.2025.11207751openalex-snapshot
Steerable Generative AI-Based Virtual Tutor for Design Learning
inferred← citeshttps://doi.org/10.1109/iccica67008.2025.11337320openalex-snapshot
Conversational Summarization and Response Generation Using Transformer-based Language Models
inferred← citeshttps://doi.org/10.1109/icctdc64446.2025.11158789openalex-snapshot
Enhanced Language Generation Capabilities of Mistral 7B Using Quantized Parameter Efficient Fine-Tuning with Lora and Rag
inferred← citeshttps://doi.org/10.1109/iccvdm66874.2025.11290096openalex-snapshot
BERT-enhanced Rumor Detection Based on the Graph Convolutional Network
inferred← citeshttps://doi.org/10.1109/icdcece60827.2024.10548397openalex-snapshot
Algorithm for Automatic Abstract Generation of Russian Text Under ChatGpt System
inferred← citeshttps://doi.org/10.1109/icde60146.2024.00143openalex-snapshot
Metasql: A Generate-Then-Rank Framework for Natural Language to SQL Translation
inferred← citeshttps://doi.org/10.1109/icdmw65004.2024.00022openalex-snapshot
The Chain of Narrative Framework: Advancing Controllable Generation of Financial Themes
inferred← citeshttps://doi.org/10.1109/iceca63461.2024.10800989openalex-snapshot
AI-driven Text Generation for News Articles using a Deep Learning BiLSTM Model
inferred← citeshttps://doi.org/10.1109/icecai66283.2025.11170555openalex-snapshot
DAPC: A Prefix-Based Approach with Reinforced Attention for Attribute-Based Controllable Text Generation
inferred← citeshttps://doi.org/10.1109/icedeg70169.2026.11695401openalex-snapshot
Evidence-Grounded Generative Narratives for Scientific Profiles: A Traceable and Auditable Framework for Trustworthy AI
inferred← citeshttps://doi.org/10.1109/ichi69079.2026.00079openalex-snapshot
SensitiveCancerGPT: Generative AI for Actionable Pharmacogenomics in Precision Oncology
inferred← citeshttps://doi.org/10.1109/icict4sd59951.2023.10303633openalex-snapshot
Comparative Analysis of BanglaT5 and Pointer Generator Network for Bengali Abstractive Story Summarization
inferred← citeshttps://doi.org/10.1109/icme57554.2024.10687434openalex-snapshot
Maths: Multimodal Transformer-Based Human-Readable Solver
inferred← citeshttps://doi.org/10.1109/icmi68585.2026.11539860openalex-snapshot
SecureBio-AI: A Quantum-Resistant Zero -Trust Multimodal Biometric Authentification
inferred← citeshttps://doi.org/10.1109/icmla66185.2025.00134openalex-snapshot
A Reward-Driven Controller for Text Generation with Black-Box Language Models
inferred← citeshttps://doi.org/10.1109/icoici65217.2025.11254177openalex-snapshot
A Cyber-Physical Approach to Multilingual Content Generation with Sentiment Awareness for Intelligent E-Commerce Marketing
inferred← citeshttps://doi.org/10.1109/icse48619.2023.00073openalex-snapshot
Developer-Intent Driven Code Comment Generation
inferred← citeshttps://doi.org/10.1109/ictc66702.2025.11387959openalex-snapshot
Progressive Vocabulary Learning via Pareto-Optimal Clustering
inferred← citeshttps://doi.org/10.1109/idap68205.2025.11222169openalex-snapshot
Multi-Class Sentiment Analysis with E-Commerce User Reviews: Comparisons of Classical and Deep Learning Applications
inferred← citeshttps://doi.org/10.1109/iiswc66894.2025.00016openalex-snapshot
Understanding Distributed Training of Large Language Models with Unified Virtual Memory
inferred← citeshttps://doi.org/10.1109/ijcnn60899.2024.10650358openalex-snapshot
Epic-Level Text Generation with LLM through Auto-prompted Reinforcement Learning
inferred← citeshttps://doi.org/10.1109/ijcnn60899.2024.10650876openalex-snapshot
CMMQC: Cascaded Multi-Model Quality Control for Unsupervised Data-to-Text Generation
inferred← citeshttps://doi.org/10.1109/ijcnn60899.2024.10651533openalex-snapshot
Optimizing Mongolian Abstractive Summarization with Semantic Consistency Enhancement
inferred← citeshttps://doi.org/10.1109/incacct61598.2024.10551239openalex-snapshot
Conversational Artificial Intelligence in the Workplace: Analysing the impact of ChatGPT on Users’ Perceived Self-efficacy
inferred← citeshttps://doi.org/10.1109/infocom59046.2026.11571455openalex-snapshot
LeJOT-AutoML: LLM-Driven Feature Engineering for Job Execution Time Prediction in Databricks Cost Optimization
inferred← citeshttps://doi.org/10.1109/iros58592.2024.10801623openalex-snapshot
DragTraffic: Interactive and Controllable Traffic Scene Generation for Autonomous Driving
inferred← citeshttps://doi.org/10.1109/iv55156.2024.10588661openalex-snapshot
Interpretable Autonomous Driving Model Based on Cognitive Reinforcement Learning
inferred← citeshttps://doi.org/10.1109/jiot.2025.3553500openalex-snapshot
Native Design for 6G Digital Twin Network: Use Cases, Architecture, Functions, and Key Technologies
inferred← citeshttps://doi.org/10.1109/lsp.2024.3356419openalex-snapshot
Cross-View Representation Learning: A Superior ContextIB Method for Logo Classification
inferred← citeshttps://doi.org/10.1109/mdm65600.2025.00023openalex-snapshot
Geo-Llama: Leveraging LLMs for Human Mobility Trajectory Generation with Constraints
inferred← citeshttps://doi.org/10.1109/mlbdbi67855.2025.11331497openalex-snapshot
A Dynamic Weight-Based Ensemble Method for Multi-Model Text Summarization
inferred← citeshttps://doi.org/10.1109/mlise66443.2025.11100195openalex-snapshot
Efficient Application of Transformer Structure in Text Generation Tasks
inferred← citeshttps://doi.org/10.1109/mlise70044.2026.11607601openalex-snapshot
Integrating Move-Transition Constraints and Reverse Conditional Generation for Data Augmentation in Low-Resource Academic Move Recognition
inferred← citeshttps://doi.org/10.1109/nnice64954.2025.11064591openalex-snapshot
Grammatical Error Correction and Text Generation: Automated Tutoring for English Writing With Deep Learning
inferred← citeshttps://doi.org/10.1109/ojcoms.2023.3320646openalex-snapshot
An Overview on Generative AI at Scale With Edge–Cloud Computing
inferred← citeshttps://doi.org/10.1109/qrs62785.2024.00029openalex-snapshot
Learning from Failures: Translation of Natural Language Requirements into Linear Temporal Logic with Large Language Models
inferred← citeshttps://doi.org/10.1109/satml64287.2025.00009openalex-snapshot
Non-Halting Queries: Exploiting Fixed Points in LLMs
inferred← citeshttps://doi.org/10.1109/ssitcon66133.2025.11342053openalex-snapshot
Application of Generative Pre-Trained Models in Short Video Copywriting
inferred← citeshttps://doi.org/10.1109/taffc.2025.3573878openalex-snapshot
A Review of Human Emotion Synthesis Based on Generative Technology
inferred← citeshttps://doi.org/10.1109/tai.2025.3620272openalex-snapshot
Trending Applications of Large Language Models: A User Perspective Survey
inferred← citeshttps://doi.org/10.1109/taslpro.2025.3642537openalex-snapshot
Emotion-Aware LLM Adaptation for Empathetic Dialogue Generation
inferred← citeshttps://doi.org/10.1109/tce.2026.3667936openalex-snapshot
LSFusion: Ladder-Side Attribute Composition for Multi-Aspect Controllable Text Generation
inferred← citeshttps://doi.org/10.1109/tcsi.2025.3591960openalex-snapshot
DiP: A Scalable, Energy-Efficient Systolic Array for Matrix Multiplication Acceleration
inferred← citeshttps://doi.org/10.1109/tcss.2024.3396840openalex-snapshot
Personalized Product Description Generation With Gated Pointer-Generator Transformer
inferred← citeshttps://doi.org/10.1109/tcss.2024.3488191openalex-snapshot
Multiknowledge and LLM-Inspired Heterogeneous Graph Neural Network for Fake News Detection
inferred← citeshttps://doi.org/10.1109/tcsvt.2024.3375604openalex-snapshot
Inferring Video Streaming Quality of Real-Time Communication Inside Network
inferred← citeshttps://doi.org/10.1109/tits.2023.3337775openalex-snapshot
Passenger Comfort Quantification for Automated Vehicle Based on Stacking of Psychophysics Mechanism and Encoder-Transformer Model
inferred← citeshttps://doi.org/10.1109/tkde.2024.3352100openalex-snapshot
Unifying Large Language Models and Knowledge Graphs: A Roadmap
inferred← citeshttps://doi.org/10.1109/tmc.2024.3455564openalex-snapshot
PHCG: PLC Honeypoint Communication Generator for Industrial IoT
inferred← citeshttps://doi.org/10.1109/tnnls.2025.3635881openalex-snapshot
P 3 L: Patent Prediction With Prompt Learning
inferred← citeshttps://doi.org/10.1109/tpami.2023.3277122openalex-snapshot
A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond
inferred← citeshttps://doi.org/10.1109/tpami.2024.3370978openalex-snapshot
A Comprehensive Survey on Source-Free Domain Adaptation
inferred← citeshttps://doi.org/10.1109/tpami.2025.3548729openalex-snapshot
Graph Foundation Models: Concepts, Opportunities and Challenges
inferred← citeshttps://doi.org/10.1109/tsmc.2025.3627806openalex-snapshot
The Evolution and Future Perspectives of Artificial Intelligence-Generated Content
inferred← citeshttps://doi.org/10.1109/wcnps69127.2025.11295914openalex-snapshot
Efficient LLM Tuning: A Multi-Objective Approach for Code Generation
inferred← citeshttps://doi.org/10.1109/yac63405.2024.10598766openalex-snapshot
Application Analysis of Generative Artificial Intelligence in The field of Open Source Intelligence
inferred← citeshttps://doi.org/10.1111/cgf.15266openalex-snapshot
Natural Language Generation for Visualizations: State of the Art, Challenges and Future Directions
inferred← citeshttps://doi.org/10.1111/exsy.70327openalex-snapshot
KDSA ‐ VD : Optimizing Cross‐Project Vulnerability Detection Through Dual‐Driven Fusion of Knowledge Distillation and Structural Alignment
inferred← citeshttps://doi.org/10.1115/1.4066095openalex-snapshot
Reconstruction and Generation of Porous Metamaterial Units Via Variational Graph Autoencoder and Large Language Model
inferred← citeshttps://doi.org/10.1128/msystems.00183-25openalex-snapshot
Combining diffusion and transformer models for enhanced promoter synthesis and strength prediction in deep learning
inferred← citeshttps://doi.org/10.1142/s0218001426400215openalex-snapshot
Multimodal Representation Learning and Agentic Entity Generation Model for Cross-Cultural Characteristics of Anglo-American Literature
inferred← citeshttps://doi.org/10.1145/3544548.3581441openalex-snapshot
Personalized Quest and Dialogue Generation in Role-Playing Games: A Knowledge Graph- and Language Model-based Approach
inferred← citeshttps://doi.org/10.1145/3613905.3650823openalex-snapshot
How Does Conversation Length Impact User’s Satisfaction? A Case Study of Length-Controlled Conversations with LLM-Powered Chatbots
inferred← citeshttps://doi.org/10.1145/3642970.3655831openalex-snapshot
Priority Sampling of Large Language Models for Compilers
inferred← citeshttps://doi.org/10.1145/3651671.3651759openalex-snapshot
QuDial: A Quadruple-driven Dialogue System for Real Estate Consulting Services
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