Meimingwei Li

5 papers · 2024–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ACL (2) EMNLP (2) COLING (1)

Top co-authors

Christian Heumann (5) Esteban Garces Arias (5) Matthias Aßenmacher (4) Julian Rodemann (3) Chongsheng Zhang (2) Yuanhao Ding (2) Danlu Chen (1) Matthias Assenmacher (1) Hannah Blocher (1) Gaojuan Fan (1)

Research topics

Natural Language Processing (5) Generation (5) Artificial Intelligence (3) Machine Learning (3) Core AI (3) Deep Learning (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (1) Models (1) Optimization & Theory (1)

Keywords

decoding strategy (4) open-ended text generation (2) text generation (2) uncertainty estimation (2) text diversity (1) text quality (1) creative generation (1) multicriteria evaluation (1) text generation quality (1) logit distribution (1) decoding strategies (1) contrastive search (1) empirical assessment (1) adaptive contrastive search (1) min-k sampling (1) dynamic truncation (1) temperature invariance (1) model selection (1) semantic cliff (1) evaluation framework (1)

Papers

Min-k Sampling: Decoupling Truncation from Temperature Scaling via Relative Logit Dynamics ACL 2026 Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation COLING 2025 GUARD: Glocal Uncertainty-Aware Robust Decoding for Effective and Efficient Open-Ended Text Generation EMNLP 2025 Towards Better Open-Ended Text Generation: A Multicriteria Evaluation Framework ACL 2025 Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation EMNLP 2024