long-form generation

LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information ACL 2025 LongGenBench: Benchmarking Long-Form Generation in Long Context LLMs ICLR 2025 LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability EMNLP 2025 OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking EMNLP 2025 PIC: Unlocking Long-Form Text Generation Capabilities of Large Language Models via Position ID Compression ACL 2025 Quantifying the Influence of Evaluation Aspects on Long-Form Response Assessment COLING 2025 Reconsidering LLM Uncertainty Estimation Methods in the Wild ACL 2025 RefreshKV: Updating Small KV Cache During Long-form Generation ACL 2025 Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models ACL 2025 Simple Factuality Probes Detect Hallucinations in Long-Form Natural Language Generation EMNLP 2025 Social Bias Benchmark for Generation: A Comparison of Generation and QA-Based Evaluations ACL 2025 UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation EMNLP 2025 Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models NAACL 2024 Atomic Self-Consistency for Better Long Form Generations EMNLP 2024 Calibrating Long-form Generations From Large Language Models EMNLP 2024 Can Multiple-choice Questions Really Be Useful in Detecting the Abilities of LLMs? COLING 2024 Ex3: Automatic Novel Writing by Extracting, Excelsior and Expanding ACL 2024 FactAlign: Long-form Factuality Alignment of Large Language Models EMNLP 2024 Graph-based Uncertainty Metrics for Long-form Language Model Generations NeurIPS 2024 Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models AAAI 2024 LongForm: Effective Instruction Tuning with Reverse Instructions EMNLP 2024 Long-form evaluation of model editing NAACL 2024 Merging Facts, Crafting Fallacies: Evaluating the Contradictory Nature of Aggregated Factual Claims in Long-Form Generations ACL 2024 Towards Improved Multi-Source Attribution for Long-Form Answer Generation NAACL 2024 FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation EMNLP 2023