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Text Generation

4534 directly classified papers

Papers per year

Papers

Could you BE more sarcastic? A Cognitive Approach to Bidirectional Sarcasm Understanding in Language Models IJCNLP 2025

Iterative Critique-Driven Simplification: Targeted Enhancement of Complex Definitions with Small Language Models IJCNLP 2025

Evaluating Human-LLM Representation Alignment: A Case Study on Affective Sentence Generation for Augmentative and Alternative Communication IJCNLP 2025

Reasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry Challenges IJCNLP 2025

Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models IJCNLP 2025

Evaluation of Generated Poetry IJCNLP 2025

Tutorial on Trustworthy Legal Text Processing with LLMs: Retrieval, Rhetorical Roles, Summarization, and Trustworthy Generation IJCNLP 2025

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

Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents EMNLP 2025

UniCoM: A Universal Code-Switching Speech Generator EMNLP 2025

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

InstructGEC: Enhancing Unsupervised Grammatical Error Correction with Instruction Tuning COLING 2025

MOPO: Multi-Objective Prompt Optimization for Affective Text Generation COLING 2025

GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs IJCAI 2025

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

What Matters in Evaluating Book-Length Stories? A Systematic Study of Long Story Evaluation ACL 2025

From Recall to Creation: Generating Follow-Up Questions Using Bloom’s Taxonomy and Grice’s Maxims ACL 2025

S^3cMath: Spontaneous Step-Level Self-Correction Makes Large Language Models Better Mathematical Reasoners AAAI 2025

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

The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It ACL 2025

Paraphrase Generation Evaluation Powered by an LLM: A Semantic Metric, Not a Lexical One COLING 2025

Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation COLING 2025

Consistency Rating of Semantic Transparency: an Evaluation Method for Metaphor Competence in Idiom Understanding Tasks COLING 2025

RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation COLING 2025

Socratic Reasoning Improves Positive Text Rewriting NAACL 2025