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Text Generation

4534 directly classified papers

Papers per year

Papers

EvalQAG: A Framework for Automatic Complex QA Generation and a Benchmark QA Dataset for Policy Documents AAAI 2026

A Content-Preserving Secure Linguistic Steganography AAAI 2026

HalluClean: A Unified Framework to Combat Hallucinations in LLMs AAAI 2026

EssayBench: Evaluating Large Language Models in Multi-Genre Chinese Essay Writing AAAI 2026

JELV: A Judge of Edit-Level Validity for Evaluation and Automated Reference Expansion in Grammatical Error Correction AAAI 2026

WikiREVIEW: A Multi-Perspective Review Framework for Automatic Wiki-Style Article Generation AAAI 2026

SRACG: A Code Generation Framework with Selective Retrieval Augmentation AAAI 2026

DeepWriter: A Multi-Agent Collaboration Framework for Information-rich Ultra-long Book Writing AAAI 2026

DualSpeechLM: Towards Unified Speech Understanding and Generation via Dual Speech Token Modeling with Large Language Models AAAI 2026

Breaking the Trade-Off Between Faithfulness and Expressiveness for Large Language Models AAAI 2026

Multimodal DeepResearcher: Generating Text-Chart Interleaved Reports from Scratch with Agentic Framework AAAI 2026

WikiMAG: A Multi-Agent Guided Framework for Generating Structured Wikipedia-like Articles AAAI 2026

OSVBench: Benchmarking LLMs on Specification Generation Tasks for Operating System Verification AAAI 2026

RLMR: Reinforcement Learning with Mixed Rewards for Creative Writing AAAI 2026

Dynamic-Static Synergistic Selection Method for Candidate Code Solutions with Generated Test Cases AAAI 2026

ARBench: Algorithmic Reasoner or API Alchemist? Evaluating LLMs Beyond API Calls AAAI 2026

Inference-Aware Prompt Optimization for Aligning Black-Box Large Language Models AAAI 2026

RetrySQL: Text-to-SQL Training with Retry Data for Self-Correcting Query Generation AAAI 2026

WRitEer: A Multi-Objective, Preference-Driven Multi-Agent Framework for Human-Like Advanced Text Generation AAAI 2026

Cog-RAG: Cognitive-Inspired Dual-Hypergraph with Theme Alignment Retrieval-Augmented Generation AAAI 2026

A Solver-in-the-Loop Framework for Improving LLMs on Answer Set Programming for Logic Puzzle Solving AAAI 2026

MARE: Multimodal Analogical Reasoning for Disease Evolution-Aware Radiology Report Generation AAAI 2026

Augmenting Intra-Modal Understanding in MLLMs for Robust Multimodal Keyphrase Generation AAAI 2026

PET2Rep: Towards Vision-Language Model-Drived Automated Radiology Report Generation for Positron Emission Tomography AAAI 2026

StoryBox: Collaborative Multi-Agent Simulation for Hybrid Bottom-Up Long-Form Story Generation Using Large Language Models AAAI 2026