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Text Generation

4534 directly classified papers

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Papers

DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models EMNLP 2025
T2R-BENCH: A Benchmark for Real World Table-to-Report Task EMNLP 2025
MS-RAG: Simple and Effective Multi-Semantic Retrieval-Augmented Generation EMNLP 2025
Exploring the Hidden Capacity of LLMs for One-Step Text Generation EMNLP 2025
CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation ACL 2025
DnDScore: Decontextualization and Decomposition for Factuality Verification in Long-Form Text Generation EMNLP 2025
fLSA: Learning Semantic Structures in Document Collections Using Foundation Models EMNLP 2025
Improving Neutral Point-of-View Generation with Data- and Parameter-Efficient RL EMNLP 2025
Creativity in LLM-based Multi-Agent Systems: A Survey EMNLP 2025
CLMTracing: Black-box User-level Watermarking for Code Language Model Tracing EMNLP 2025
UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation EMNLP 2025
Structure-Conditional Minimum Bayes Risk Decoding EMNLP 2025
RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation COLING 2025
The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It ACL 2025
Controlled Generation for Private Synthetic Text EMNLP 2025
Case-Based Decision-Theoretic Decoding with Quality Memories EMNLP 2025
Diverse, not Short: A Length-Controlled Data Selection Strategy for Improving Response Diversity of Language Models EMNLP 2025
Personalized LLM Decoding via Contrasting Personal Preference EMNLP 2025
MPCG: Multi-Round Persona-Conditioned Generation for Modeling the Evolution of Misinformation with LLMs EMNLP 2025
Retrieval-Augmented Generation with Estimation of Source Reliability EMNLP 2025
Conflicting Needles in a Haystack: How LLMs behave when faced with contradictory information EMNLP 2025
Efficient Real-time Refinement of Language Model Text Generation EMNLP 2025
Doc2Chart: Intent-Driven Zero-Shot Chart Generation from Documents EMNLP 2025
so much depends / upon / a whitespace: Why Whitespace Matters for Poets and LLMs EMNLP 2025
Controllable Style Arithmetic with Language Models ACL 2025