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Text Generation

4534 directly classified papers

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Papers

ParaRev : Building a dataset for Scientific Paragraph Revision annotated with revision instruction COLING 2025
Improving Neutral Point-of-View Generation with Data- and Parameter-Efficient RL EMNLP 2025
AIR: Complex Instruction Generation via Automatic Iterative Refinement EMNLP 2025
Doc2Chart: Intent-Driven Zero-Shot Chart Generation from Documents EMNLP 2025
DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models EMNLP 2025
Leveraging Generative AI for Enhancing Automated Assessment in Programming Education Contests ACL 2025
T2R-BENCH: A Benchmark for Real World Table-to-Report Task EMNLP 2025
Adapting LLMs for Minimal-edit Grammatical Error Correction ACL 2025
With Privacy, Size Matters: On the Importance of Dataset Size in Differentially Private Text Rewriting IJCNLP 2025
Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation EMNLP 2025
MS-RAG: Simple and Effective Multi-Semantic Retrieval-Augmented Generation EMNLP 2025
COAS2W: A Chinese Older-Adults Spoken-to-Written Transformation Corpus with Context Awareness EMNLP 2025
Multi-perspective Analysis of Large Language Model Domain Specialization: An Experiment in Accounting Audit Procedures Generation EMNLP 2025
VeriFact: Enhancing Long-Form Factuality Evaluation with Refined Fact Extraction and Reference Facts EMNLP 2025
LookAlike: Consistent Distractor Generation in Math MCQs ACL 2025
REGULAR: A Framework for Relation-Guided Multi-Span Question Generation IJCNLP 2025
Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards EMNLP 2025
Can LLMs Generate and Solve Linguistic Olympiad Puzzles? EMNLP 2025
Exploring the Hidden Capacity of LLMs for One-Step Text Generation EMNLP 2025
Unraveling Interwoven Roles of Large Language Models in Authorship Privacy: Obfuscation, Mimicking, and Verification EMNLP 2025
Efficient Beam Search for Large Language Models Using Trie-Based Decoding EMNLP 2025
CheckEval: A reliable LLM-as-a-Judge framework for evaluating text generation using checklists EMNLP 2025
Process-Supervised Reinforcement Learning for Code Generation EMNLP 2025
Generating Text from Uniform Meaning Representation IJCNLP 2025
MuCAL: Contrastive Alignment for Preference-Driven KG-to-Text Generation EMNLP 2025