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Methodology
← Generation
Natural Language Processing
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Generation
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Text Generation
4534 directly classified papers
Papers per year
2011: 1
2015: 2
2016: 20
2017: 75
2018: 165
2019: 353
2020: 383
2021: 510
2022: 612
2023: 620
2024: 804
2025: 868
2026: 121
Papers
Whose story is it? Personalizing story generation by inferring author styles
IJCNLP 2025
CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and Generation
CVPR 2025
NyayaRAG: Realistic Legal Judgment Prediction with RAG under the Indian Common Law System
IJCNLP 2025
CxGGEC: Construction-Guided Grammatical Error Correction
ACL 2025
Atomic Consistency Preference Optimization for Long-Form Question Answering
IJCNLP 2025
HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation
AAAI 2025
VideoChain: A Transformer-Based Framework for Multi-hop Video Question Generation
IJCNLP 2025
Beyond Sequences: Two-dimensional Representation and Dependency Encoding for Code Generation
ACL 2025
What Would You Ask When You First Saw a2+b2=c2? Evaluating LLM on Curiosity-Driven Question Generation
IJCNLP 2025
GiFT: Gibbs Fine-Tuning for Code Generation
ACL 2025
Hallucinations in Code Change to Natural Language Generation: Prevalence and Evaluation of Detection Metrics
IJCNLP 2025
Dynamic Scaling of Unit Tests for Code Reward Modeling
ACL 2025
FOCUS: A Benchmark for Targeted Socratic Question Generation via Source-Span Grounding
IJCNLP 2025
I2R-NLP at SemEval-2025 Task 8: Question Answering on Tabular Data
ACL 2025
AURA-QG: Automated Unsupervised Replicable Assessment for Question Generation
IJCNLP 2025
PIC: Unlocking Long-Form Text Generation Capabilities of Large Language Models via Position ID Compression
ACL 2025
ContrastScore: Towards Higher Quality, Less Biased, More Efficient Evaluation Metrics with Contrastive Evaluation
IJCNLP 2025
From General Reward to Targeted Reward: Improving Open-ended Long-context Generation Models
EMNLP 2025
Chat-Driven Text Generation and Interaction for Person Retrieval
EMNLP 2025
Diagram-Driven Course Questions Generation
EMNLP 2025
CoVoGER: A Multilingual Multitask Benchmark for Speech-to-text Generative Error Correction with Large Language Models
EMNLP 2025
Multilingual Prompting for Improving LLM Generation Diversity
EMNLP 2025
Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification
EMNLP 2025
DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction
EMNLP 2025
GeNRe: A French Gender-Neutral Rewriting System Using Collective Nouns
ACL 2025
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