Natural Language Processing › Generation ›

Text Generation

4534 directly classified papers

Papers per year

Papers

Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs NIPS 2024

ComBack: A Versatile Dataset for Enhancing Compiler Backend Development Efficiency NIPS 2024

Adaptable Logical Control for Large Language Models NIPS 2024

Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass NIPS 2024

Humor in AI: Massive Scale Crowd-Sourced Preferences and Benchmarks for Cartoon Captioning NIPS 2024

MKGL: Mastery of a Three-Word Language NIPS 2024

CoVoMix: Advancing Zero-Shot Speech Generation for Human-like Multi-talker Conversations NIPS 2024

Fast Sampling via Discrete Non-Markov Diffusion Models with Predetermined Transition Time NIPS 2024

Simple and Effective Masked Diffusion Language Models NIPS 2024

Towards Holistic Human Evaluation of Automatic Text Simplification COLING 2024

CAMERA³: An Evaluation Dataset for Controllable Ad Text Generation in Japanese COLING 2024

ReproHum #0892-01: The painful route to consistent results: A reproduction study of human evaluation in NLG COLING 2024

NootNoot At SemEval-2024 Task 6: Hallucinations and Related Observable Overgeneration Mistakes Detection NAACL 2024

Team NP_PROBLEM at SemEval-2024 Task 7: Numerical Reasoning in Headline Generation with Preference Optimization SEMEVAL 2024

Calibrating LLM-Based Evaluator COLING 2024

UMUTeam at SemEval-2024 Task 6: Leveraging Zero-Shot Learning for Detecting Hallucinations and Related Observable Overgeneration Mistakes NAACL 2024

Non-Essential Is NEcessary: Order-agnostic Multi-hop Question Generation COLING 2024

Entity Embellishment Mitigation in LLMs Output with Noisy Synthetic Dataset for Alignment COLING 2024

Towards a Human-Computer Collaborative Scientific Paper Lifecycle: A Pilot Study and Hands-On Tutorial COLING 2024

GreekBART: The First Pretrained Greek Sequence-to-Sequence Model COLING 2024

GPT-3.5 for Grammatical Error Correction COLING 2024

Beyond Code: Evaluate Thought Steps for Complex Code Generation COLING 2024

Improving Generalization in Semantic Parsing by Increasing Natural Language Variation EACL 2024

Text-to-Code Generation with Modality-relative Pre-training EACL 2024

Exploring efficient zero-shot synthetic dataset generation for Information Retrieval EACL 2024