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Text Generation

4534 directly classified papers

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Papers

GUARD: Glocal Uncertainty-Aware Robust Decoding for Effective and Efficient Open-Ended Text Generation EMNLP 2025
Enriching Patent Claim Generation with European Patent Dataset EMNLP 2025
Enhancing Recommendation Explanations through User-Centric Refinement EMNLP 2025
NAP2: A Benchmark for Naturalness and Privacy-Preserving Text Rewriting by Learning from Human EMNLP 2025
Zero-Shot Privacy-Aware Text Rewriting via Iterative Tree Search EMNLP 2025
ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation EMNLP 2025
BAGELS: Benchmarking the Automated Generation and Extraction of Limitations from Scholarly Text EMNLP 2025
Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models ACL 2025
UoL-UPF at TSAR 2025 Shared Task A Generate-and-Select Approach for Readability-Controlled Text Simplification EMNLP 2025
A Decoupled Multi-Agent Framework for Complex Text Style Transfer EMNLP 2025
Automated Creativity Evaluation for Large Language Models: A Reference-Based Approach EMNLP 2025
Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation ACL 2025
Explaining novel senses using definition generation with open language models EMNLP 2025
Rethinking NLP for Chemistry: A Critical Look at the USPTO Benchmark EMNLP 2025
From Insight to Exploit: Leveraging LLM Collaboration for Adaptive Adversarial Text Generation EMNLP 2025
With Privacy, Size Matters: On the Importance of Dataset Size in Differentially Private Text Rewriting IJCNLP 2025
Past Meets Present: Creating Historical Analogy with Large Language Models ACL 2025
REGULAR: A Framework for Relation-Guided Multi-Span Question Generation IJCNLP 2025
Pi-SQL: Enhancing Text-to-SQL with Fine-Grained Guidance from Pivot Programming Languages EMNLP 2025
Generating Text from Uniform Meaning Representation IJCNLP 2025
Can LLMs Simulate L2-English Dialogue? An Information-Theoretic Analysis of L1-Dependent Biases ACL 2025
ProSwitch: Knowledge-Guided Instruction Tuning to Switch Between Professional and Non-Professional Responses IJCNLP 2025
CMHG: A Dataset and Benchmark for Headline Generation of Minority Languages in China EMNLP 2025
Optimizing the Arrangement of Citations in Related Work Section IJCNLP 2025
Harnessing NLP for Indigenous Language Education: Fine-Tuning Large Language Models for Sentence Transformation NAACL 2025