decoding strategy

LLM can Achieve Self-Regulation via Hyperparameter Aware Generation ACL 2024 On the alignment of LM language generation and human language comprehension EMNLP 2024 Outdated Issue Aware Decoding for Factual Knowledge Editing ACL 2024 SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding ACL 2024 SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models NeurIPS 2024 Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation EMNLP 2024 Best-k Search Algorithm for Neural Text Generation ACL 2023 Critic-Driven Decoding for Mitigating Hallucinations in Data-to-text Generation EMNLP 2023 Faithfulness-Aware Decoding Strategies for Abstractive Summarization EACL 2023 On Search Strategies for Document-Level Neural Machine Translation ACL 2023 Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded Dialogs EMNLP 2023 Rethinking Model Selection and Decoding for Keyphrase Generation with Pre-trained Sequence-to-Sequence Models EMNLP 2023 Mutual Information Alleviates Hallucinations in Abstractive Summarization EMNLP 2022 On the probability–quality paradox in language generation ACL 2022 Using Pre-Trained Language Models for Producing Counter Narratives Against Hate Speech: a Comparative Study ACL 2022 Informed Sampling for Diversity in Concept-to-Text NLG EMNLP 2021 Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences EMNLP 2021 Smart-Start Decoding for Neural Machine Translation NAACL 2021 How Decoding Strategies Affect the Verifiability of Generated Text EMNLP 2020 ISTIC’s Neural Machine Translation System for IWSLT’2020 ACL 2020 Opportunistic Decoding with Timely Correction for Simultaneous Translation ACL 2020 The Curious Case of Neural Text Degeneration ICLR 2020