Natural Language Processing › Generation ›

Text Generation

4534 directly classified papers

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Hyperparameter-Free Approach for Faster Minimum Bayes Risk Decoding ACL 2024

StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code ACL 2024

BASS: Batched Attention-optimized Speculative Sampling ACL 2024

LLMCrit: Teaching Large Language Models to Use Criteria ACL 2024

NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries ACL 2024

Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective ACL 2024

PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs ACL 2024

LLM can Achieve Self-Regulation via Hyperparameter Aware Generation ACL 2024

CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation ACL 2024

DRAGIN: Dynamic Retrieval Augmented Generation based on the Real-time Information Needs of Large Language Models ACL 2024

Learning to Decode Collaboratively with Multiple Language Models ACL 2024

Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation ACL 2024

Split and Rephrase with Large Language Models ACL 2024

IndicGenBench: A Multilingual Benchmark to Evaluate Generation Capabilities of LLMs on Indic Languages ACL 2024

TasTe: Teaching Large Language Models to Translate through Self-Reflection ACL 2024

When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming AAAI 2024

SparseFit: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations ACL 2024

MoPS: Modular Story Premise Synthesis for Open-Ended Automatic Story Generation ACL 2024

Learnability Matters: Active Learning for Video Captioning NIPS 2024

Exploring the Potential of Large Language Models in Computational Argumentation ACL 2024

Boosting the Potential of Large Language Models with an Intelligent Information Assistant NIPS 2024

Triples-to-isiXhosa (T2X): Addressing the Challenges of Low-Resource Agglutinative Data-to-Text Generation COLING 2024

Towards More Realistic Chinese Spell Checking with New Benchmark and Specialized Expert Model COLING 2024

Towards Cost-effective Multi-style Conversations: A Pilot Study in Task-oriented Dialogue Generation COLING 2024

EDM3: Event Detection as Multi-task Text Generation NAACL 2024