text generation

2903 papers

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Also known as

TEGTOK NLG D2T TG

Co-occurring keywords

large language model (12755) language model (4573) natural language generation (782) machine translation (2472) question answering (2904) data augmentation (3037) neural network (6616) abstractive summarization (631) text summarization (889) question generation (461)

Papers

“What do you call a dog that is incontrovertibly true? Dogma”: Testing LLM Generalization through Humor ACL 2025

Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models ACL 2025

FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows EMNLP 2025

LexGenie: Automated Generation of Structured Reports for European Court of Human Rights Case Law ACL 2025

Evaluating LLMs for Portuguese Sentence Simplification with Linguistic Insights ACL 2025

Explaining Puzzle Solutions in Natural Language: An Exploratory Study on 6x6 Sudoku ACL 2025

Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines ACL 2025

LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information ACL 2025

Dehumanizing Machines: Mitigating Anthropomorphic Behaviors in Text Generation Systems ACL 2025

Avoidance Decoding for Diverse Multi-Branch Story Generation EMNLP 2025

CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency EMNLP 2025

FilBench: Can LLMs Understand and Generate Filipino? EMNLP 2025

Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation ACL 2025

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

Beyond Checkmate: Exploring the Creative Choke Points for AI Generated Texts EMNLP 2025

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

Automated Structured Radiology Report Generation ACL 2025

HALoGEN: Fantastic LLM Hallucinations and Where to Find Them ACL 2025

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

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

Odysseus Navigates the Sirens’ Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation ACL 2025

T2R-BENCH: A Benchmark for Real World Table-to-Report Task EMNLP 2025

fLSA: Learning Semantic Structures in Document Collections Using Foundation Models EMNLP 2025

Causal Tree Extraction from Medical Case Reports: A Novel Task for Experts-like Text Comprehension EMNLP 2025

Comet: Dialog Context Fusion Mechanism for End-to-End Task-Oriented Dialog with Multi-task Learning COLING 2025