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NLP2CT Lab, University of Macau's Projects

consisttl icon consisttl

Implementation of our paper in EMNLP 2022, focused on the relationship between parent and child in transfer learning for low-resource NMT

copyingpenalty icon copyingpenalty

On the Copying Behaviors of Pre-Training for Neural Machine Translation (Findings of ACL 2021)

hil-mt icon hil-mt

Human-in-the-loop Machine Translation with Large Language Model

leveraging icon leveraging

Leveraging Local and Global Patterns for Self-Attention Networks (ACL 2019)

llm-generated-text-detection icon llm-generated-text-detection

A survey and reflection on the latest research breakthroughs in LLM-generated Text detection, including data, detectors, metrics, current issues and future directions.

meta-curriculum icon meta-curriculum

Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation (AAAI 2021)

mmkg_mmt icon mmkg_mmt

Code repository for the paper "Exploiting Multimodal Knowledge Graph for Multimodal Machine Translation"

monmt icon monmt

MoNMT: Modularly Leveraging Monolingual and Bilingual Knowledge for Neural Machine Translation

mt-reading-list icon mt-reading-list

A machine translation reading list maintained by Tsinghua Natural Language Processing Group

norm-nmt icon norm-nmt

Norm-Based Curriculum Learning for Neural Machine Translation (ACL 2020)

spl_for_nmt icon spl_for_nmt

Self-Paced Learning for Neural Machine Translation (EMNLP 2020)

tau icon tau

TaU: Test-time Adaptation for Machine Translation Evaluation by Uncertainty Minimization

temposum icon temposum

Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization

ua-cl-nmt icon ua-cl-nmt

Uncertainty-Aware Curriculum Learning for Neural Machine Translation (ACL 2020)

variance-aware-mt-test-sets icon variance-aware-mt-test-sets

Source code for the paper: Variance-Aware Machine Translation Test Sets (NeurIPS 2021 Datasets and Benchmarks Track)

wrd icon wrd

This task is to study how well the word order information learned by different neural networks.

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