decoding algorithm

Thesis proposal: Are We Losing Textual Diversity to Natural Language Processing? EACL 2026 A* Decoding for Machine Translation in LLMs - SRPOL Participation in WMT2025 EMNLP 2025 A Probabilistic Toolkit for Multi-grained Word Segmentation in Chinese COLING 2025 VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification CVPR 2025 Waste Not, Want Not; Recycled Gumbel Noise Improves Consistency in Natural Language Generation NAACL 2025 Decoding Matters: Addressing Amplification Bias and Homogeneity Issue in Recommendations for Large Language Models EMNLP 2024 Decoding-Time Language Model Alignment with Multiple Objectives NeurIPS 2024 Local and Global Decoding in Text Generation EMNLP 2024 Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD) ACL 2024 Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass NeurIPS 2024 A Non-monotonic Self-terminating Language Model ICLR 2023 Benchmarking and Improving Text-to-SQL Generation under Ambiguity EMNLP 2023 Contrastive Decoding: Open-ended Text Generation as Optimization ACL 2023 How do decoding algorithms distribute information in dialogue responses? EACL 2023 Language Model Decoding as Likelihood–Utility Alignment EACL 2023 Look-back Decoding for Open-Ended Text Generation EMNLP 2023 Mitigating the Learning Bias towards Repetition by Self-Contrastive Training for Open-Ended Generation ACL 2023 Penalty Decoding: Well Suppress the Self-Reinforcement Effect in Open-Ended Text Generation EMNLP 2023 Do Decoding Algorithms Capture Discourse Structure in Multi-Modal Tasks? A Case Study of Image Paragraph Generation EMNLP 2022 Knowledge Infused Decoding ICLR 2022 Named Entity Recognition as Structured Span Prediction EMNLP 2022 NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics NAACL 2022 Quantifying Bias from Decoding Techniques in Natural Language Generation COLING 2022 RankGen: Improving Text Generation with Large Ranking Models EMNLP 2022 Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models ACL 2021