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Text Generation

4534 directly classified papers

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Papers

CoVoGER: A Multilingual Multitask Benchmark for Speech-to-text Generative Error Correction with Large Language Models EMNLP 2025
Implementing Retrieval Augmented Generation Technique on Unstructured and Structured Data Sources in a Call Center of a Large Financial Institution NAACL 2025
From General Reward to Targeted Reward: Improving Open-ended Long-context Generation Models EMNLP 2025
Goal-Driven Data Story, Narrations and Explanations NAACL 2025
DnDScore: Decontextualization and Decomposition for Factuality Verification in Long-Form Text Generation EMNLP 2025
UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation EMNLP 2025
KCS: Diversify Multi-hop Question Generation with Knowledge Composition Sampling EMNLP 2025
Diagram-Driven Course Questions Generation EMNLP 2025
fLSA: Learning Semantic Structures in Document Collections Using Foundation Models EMNLP 2025
CLMTracing: Black-box User-level Watermarking for Code Language Model Tracing EMNLP 2025
Creativity in LLM-based Multi-Agent Systems: A Survey EMNLP 2025
Improving Neutral Point-of-View Generation with Data- and Parameter-Efficient RL EMNLP 2025
Chat-Driven Text Generation and Interaction for Person Retrieval EMNLP 2025
MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning EMNLP 2025
AIR: Complex Instruction Generation via Automatic Iterative Refinement EMNLP 2025
Structure-Conditional Minimum Bayes Risk Decoding EMNLP 2025
Firefly Team at SemEval-2025 Task 8: Question-Answering over Tabular Data using SQL/Python generation with Closed-Source Large Language Models SEMEVAL 2025
Controlled Generation for Private Synthetic Text EMNLP 2025
Diverse, not Short: A Length-Controlled Data Selection Strategy for Improving Response Diversity of Language Models EMNLP 2025
Case-Based Decision-Theoretic Decoding with Quality Memories EMNLP 2025
Efficient Real-time Refinement of Language Model Text Generation EMNLP 2025
Doc2Chart: Intent-Driven Zero-Shot Chart Generation from Documents EMNLP 2025
Realistic Training Data Generation and Rule Enhanced Decoding in LLM for NameGuess EMNLP 2025
Multilingual Prompting for Improving LLM Generation Diversity EMNLP 2025
Socratic Reasoning Improves Positive Text Rewriting NAACL 2025