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Text Generation

4534 directly classified papers

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Papers

LLM×MapReduce-V3: Enabling Interactive In-Depth Survey Generation through a MCP-Driven Hierarchically Modular Agent System EMNLP 2025

Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents EMNLP 2025

Generative Reviewer Agents: Scalable Simulacra of Peer Review EMNLP 2025

<SYNTACT>: Structuring Your Natural Language SOPs into Tailored Ambiguity-Resolved Code Templates EMNLP 2025

NLP+Code: Code Intelligence in Language Models EMNLP 2025

Automating Alternative Generation in Decision-Making EMNLP 2025

How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code EMNLP 2025

Over-Generation and Compaction: A Prompting Strategy for Procedural Text Adaptation with Large Language Models EMNLP 2025

Leveraging What’s Overfixed: Post-Correction via LLM Grammatical Error Overcorrection EMNLP 2025

PruneCD: Contrasting Pruned Self Model to Improve Decoding Factuality EMNLP 2025

MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning EMNLP 2025

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

Please Translate Again: Two Simple Experiments on Whether Human-Like Reasoning Helps Translation EMNLP 2025

Following Length Constraints in Instructions EMNLP 2025

Beyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language Models EMNLP 2025

WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation EMNLP 2025

Textual Aesthetics in Large Language Models EMNLP 2025

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

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

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

CiteBART: Learning to Generate Citations for Local Citation Recommendation EMNLP 2025

Multilingual Prompting for Improving LLM Generation Diversity EMNLP 2025

DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction EMNLP 2025

Realistic Training Data Generation and Rule Enhanced Decoding in LLM for NameGuess EMNLP 2025

Conditional [MASK] Discrete Diffusion Language Model EMNLP 2025