Natural Language Processing › Generation ›

Text Generation

4534 directly classified papers

Papers per year

Papers

ExeCoder: Empowering Large Language Models with Executability Representation for Code Translation EMNLP 2025

Avoidance Decoding for Diverse Multi-Branch Story Generation EMNLP 2025

Conditional [MASK] Discrete Diffusion Language Model EMNLP 2025

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

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

Consistency Rating of Semantic Transparency: an Evaluation Method for Metaphor Competence in Idiom Understanding Tasks COLING 2025

Correcting Hallucinations in News Summaries: Exploration of Self-Correcting LLM Methods with External Knowledge ACL 2025

Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation EMNLP 2025

Evaluating LLM-Generated Diagrams as Graphs EMNLP 2025

Textual Aesthetics in Large Language Models EMNLP 2025

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

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

Process-Supervised Reinforcement Learning for Code Generation EMNLP 2025

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

Efficient Beam Search for Large Language Models Using Trie-Based Decoding EMNLP 2025

Unraveling Interwoven Roles of Large Language Models in Authorship Privacy: Obfuscation, Mimicking, and Verification EMNLP 2025

CheckEval: A reliable LLM-as-a-Judge framework for evaluating text generation using checklists EMNLP 2025

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

Fair or Framed? Political Bias in News Articles Generated by LLMs EMNLP 2025

Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards EMNLP 2025

Multi-perspective Analysis of Large Language Model Domain Specialization: An Experiment in Accounting Audit Procedures Generation EMNLP 2025

Focused-DPO: Enhancing Code Generation Through Focused Preference Optimization on Error-Prone Points ACL 2025

VeriFact: Enhancing Long-Form Factuality Evaluation with Refined Fact Extraction and Reference Facts EMNLP 2025

Can LLMs Generate and Solve Linguistic Olympiad Puzzles? EMNLP 2025

The Fellowship of the LLMs: Multi-Model Workflows for Synthetic Preference Optimization Dataset Generation ACL 2025