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Text Generation

4534 directly classified papers

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Papers

HULAT-UC3M at TSAR 2025 Shared Task A Prompt-Based Approach using Lightweight Language Models for Readability-Controlled Text Simplification EMNLP 2025
FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering EMNLP 2025
BAGELS: Benchmarking the Automated Generation and Extraction of Limitations from Scholarly Text EMNLP 2025
Rethinking NLP for Chemistry: A Critical Look at the USPTO Benchmark EMNLP 2025
CtrlNews: LLM-based Multi-Agent Controllable News Writing via Knowledge Gravitational Field EMNLP 2025
LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles EMNLP 2025
LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability EMNLP 2025
XL-Suite: Cross-Lingual Synthetic Training and Evaluation Data for Open-Ended Generation EMNLP 2025
LightRAG: Simple and Fast Retrieval-Augmented Generation EMNLP 2025
MLAlgo-Bench: Can Machines Implement Machine Learning Algorithms? EMNLP 2025
BiasFilter: An Inference-Time Debiasing Framework for Large Language Models EMNLP 2025
The Price of Format: Diversity Collapse in LLMs EMNLP 2025
Captioning for Text-Video Retrieval via Dual-Group Direct Preference Optimization EMNLP 2025
ITU NLP at TSAR 2025 Shared Task A Three-Stage Prompting Approach for CEFR-Oriented Text Simplification EMNLP 2025
Bridging the Editing Gap in LLMs: FineEdit for Precise and Targeted Text Modifications EMNLP 2025
A Dynamic Fusion Model for Consistent Crisis Response EMNLP 2025
CrossQG: Improving Difficulty-Controllable Question Generation through Consistency Enhancement EMNLP 2025
Benchmarking Critical Questions Generation: A Challenging Reasoning Task for Large Language Models EMNLP 2025
Discourse Heuristics For Paradoxically Moral Self-Correction EMNLP 2025
GUARD: Glocal Uncertainty-Aware Robust Decoding for Effective and Efficient Open-Ended Text Generation EMNLP 2025
Can Large Language Models Unlock Novel Scientific Research Ideas? EMNLP 2025
so much depends / upon / a whitespace: Why Whitespace Matters for Poets and LLMs EMNLP 2025
Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents EMNLP 2025
Chinese Toxic Language Mitigation via Sentiment Polarity Consistent Rewrites EMNLP 2025
LingConv: An Interactive Toolkit for Controlled Paraphrase Generation with Linguistic Attribute Control EMNLP 2025