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Text Generation

4534 directly classified papers

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Papers

Grammar-Constrained Decoding Makes Large Language Models Better Logical Parsers ACL 2025

SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation EMNLP 2025

Does Liking Yellow Imply Driving a School Bus? Semantic Leakage in Language Models NAACL 2025

STARLING at TSAR 2025 Shared Task Leveraging Alternative Generations for Readability Level Adjustment in Text Simplification EMNLP 2025

CodeIF: Benchmarking the Instruction-Following Capabilities of Large Language Models for Code Generation ACL 2025

Transplant Then Regenerate: A New Paradigm for Text Data Augmentation EMNLP 2025

Benchmarking Language Model Creativity: A Case Study on Code Generation NAACL 2025

Patent-CR: A Dataset for Patent Claim Revision NAACL 2025

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

A Multi-Agent Framework with Diagnostic Feedback for Iterative Plain Language Summary Generation from Cochrane Medical Abstracts EMNLP 2025

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

ECO Decoding: Entropy-Based Control for Controllability and Fluency in Controllable Dialogue Generation EMNLP 2025

Generative Reviewer Agents: Scalable Simulacra of Peer Review EMNLP 2025

Can Large Language Models Unlock Novel Scientific Research Ideas? EMNLP 2025

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

LoCt-Instruct: An Automatic Pipeline for Constructing Datasets of Logical Continuous Instructions EMNLP 2025

Dipper: Diversity in Prompts for Producing Large Language Model Ensembles in Reasoning Tasks EMNLP 2025

UniCoM: A Universal Code-Switching Speech Generator EMNLP 2025

DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models EMNLP 2025

KAHAN: Knowledge-Augmented Hierarchical Analysis and Narration for Financial Data Narration EMNLP 2025

Chat2SVG: Vector Graphics Generation with Large Language Models and Image Diffusion Models CVPR 2025

OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation CVPR 2025

CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset CVPR 2025

ReNeg: Learning Negative Embedding with Reward Guidance CVPR 2025

ReadCtrl: Personalizing text generation with readability-controlled instruction learning NAACL 2025