conftrace_

language model generation

12 papers

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Co-occurring keywords · papers mentioning both

large language model (4) language model (4) text generation (4) activation steering (2) pairwise statistics (1) value vector (1) language model generalization (1) inference scaling (1) sample diversity (1) bias-diversity decomposition (1)

Papers

Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms ACL 2025 Black-Box Detection of Language Model Watermarks ICLR 2025 Decoding Uncertainty: The Impact of Decoding Strategies for Uncertainty Estimation in Large Language Models EMNLP 2025 Diversity Explains Inference Scaling Laws: Through a Case Study of Minimum Bayes Risk Decoding ACL 2025 DVAGen: Dynamic Vocabulary Augmented Generation EMNLP 2025 SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction ICLR 2025 Steering Prepositional Phrases in Language Models: A Case of with-headed Adjectival and Adverbial Complements in Gemma-2 EMNLP 2025 CopyBench: Measuring Literal and Non-Literal Reproduction of Copyright-Protected Text in Language Model Generation EMNLP 2024 Lightweight reranking for language model generations ACL 2024 Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping EMNLP 2024 Multi-property Steering of Large Language Models with Dynamic Activation Composition EMNLP 2024 Pragmatic Pertinence: A Learnable Confidence Metric to Assess the Subjective Quality of LM-Generated Text Interspeech 2023