3 papers
cs.CL2026
Translation or Recitation? Calibrating Evaluation Scores for Machine Translation of Extremely Low-Resource Languages
Danlu Chen, Ka Sing He, Jiahe Tian +4
The landscape of extremely low-resource machine translation (MT) is characterized by perplexing variability in reported performance, often making results across different language…
cs.CL2026
LogogramNLP: Comparing Visual and Textual Representations of Ancient Logographic Writing Systems for NLP
Danlu Chen, Freda Shi, Aditi Agarwal +2
Standard natural language processing (NLP) pipelines operate on symbolic representations of language, which typically consist of sequences of discrete tokens. However, creating an…
cs.CL2025
GUARD: Glocal Uncertainty-Aware Robust Decoding for Effective and Efficient Open-Ended Text Generation
Yuanhao Ding, Esteban Garces Arias, Meimingwei Li +6
Open-ended text generation faces a critical challenge: balancing coherence with diversity in LLM outputs. While contrastive search-based decoding strategies have emerged to address…