Natural Language Processing › Generation ›

Text Generation

4534 directly classified papers

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Papers

Non-compositional Expression Generation and its Continual Learning ACL 2024

Speculative Decoding via Early-exiting for Faster LLM Inference with Thompson Sampling Control Mechanism ACL 2024

Pinpointing Diffusion Grid Noise to Enhance Aspect Sentiment Quad Prediction ACL 2024

Multi-Objective Linguistic Control of Large Language Models ACL 2024

Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs ACL 2024

URG: A Unified Ranking and Generation Method for Ensembling Language Models ACL 2024

SyntaxShap: Syntax-aware Explainability Method for Text Generation ACL 2024

Evaluating Large Language Models on Wikipedia-Style Survey Generation ACL 2024

Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs ACL 2024

Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning ACL 2024

Fine-tuning Language Models for Joint Rewriting and Completion of Code with Potential Bugs ACL 2024

DIMSIM: Distilled Multilingual Critics for Indic Text Simplification ACL 2024

Improving Language Models Trained on Translated Data with Continual Pre-Training and Dictionary Learning Analysis ACL 2024

Arabic Automatic Story Generation with Large Language Models ACL 2024

WisPerMed at “Discharge Me!”: Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV ACL 2024

Generation and De-Identification of Indian Clinical Discharge Summaries using LLMs ACL 2024

AIRI at RRG24: LLaVa with specialised encoder and decoder ACL 2024

Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation ACL 2024

Shimo Lab at “Discharge Me!”: Discharge Summarization by Prompt-Driven Concatenation of Electronic Health Record Sections ACL 2024

e-Health CSIRO at “Discharge Me!” 2024: Generating Discharge Summary Sections with Fine-tuned Language Models ACL 2024

UoG Siephers at “Discharge Me!”: Exploring Ways to Generate Synthetic Patient Notes From Multi-Part Electronic Health Records ACL 2024

MLBMIKABR at “Discharge Me!”: Concept Based Clinical Text Description Generation ACL 2024

Generative Debunking of Climate Misinformation ACL 2024

Human Speech Perception in Noise: Can Large Language Models Paraphrase to Improve It? ACL 2024

Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models ACL 2024