Natural Language Processing › Generation ›

Text Generation

4534 directly classified papers

Papers per year

Papers

Can LLMs Generate and Solve Linguistic Olympiad Puzzles? 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

Learning to See through Sound: From VggCaps to Multi2Cap for Richer Automated Audio Captioning EMNLP 2025

WikiAutoGen: Towards Multi-Modal Wikipedia-Style Article Generation ICCV 2025

Process-Supervised Reinforcement Learning for Code Generation EMNLP 2025

Chart2Code53: A Large-Scale Diverse and Complex Dataset for Enhancing Chart-to-Code Generation EMNLP 2025

Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation EMNLP 2025

UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation EMNLP 2025

Computational Blueprints: Generating Isomorphic Mathematics Problems with Large Language Models EMNLP 2025

Leveraging Semantic Triples for Private Document Generation with Local Differential Privacy Guarantees EMNLP 2025

WordWiz at SemEval-2025 Task 10: Optimizing Narrative Extraction in Multilingual News via Fine-Tuned Language Models ACL 2025

SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design EMNLP 2025

HausaNLP at SemEval-2025 Task 3: Towards a Fine-Grained Model-Aware Hallucination Detection ACL 2025

A Preliminary Study on NLP-Based Personalized Support for Type 1 Diabetes Management NAACL 2025

Conditional [MASK] Discrete Diffusion Language Model EMNLP 2025

DrDiff: Dynamic Routing Diffusion with Hierarchical Attention for Breaking the Efficiency-Quality Trade-off EMNLP 2025

GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs IJCAI 2025

Generating Tables from the Parametric Knowledge of Language Models NAACL 2025

UCTG: A Unified Controllable Text Generation Framework for Query Auto-Completion COLING 2025

G2: Guided Generation for Enhanced Output Diversity in LLMs EMNLP 2025

Testing Language Creativity of Large Language Models and Humans NAACL 2025

MuCAL: Contrastive Alignment for Preference-Driven KG-to-Text Generation EMNLP 2025

Socratic Reasoning Improves Positive Text Rewriting NAACL 2025