NLP2CT Lab, University of Macau

ConsistTL

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

Context-Aware-SAN

Improvements for Self-Attention, which is built based on THUMT

Difficulty-Aware-MT-Evaluation

Difficulty-Aware Machine Translation Evaluation (ACL 2021)

kNN-TL

kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation (ACL2023)

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

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

MV-Attn

norm-nmt

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

ua-cl-nmt

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

UniTE

NLP2CT/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.

NLP2CT/Meta-Curriculum

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

NLP2CT/ConsistTL

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

NLP2CT/norm-nmt

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

NLP2CT/kNN-TL

kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation (ACL2023)

NLP2CT/ua-cl-nmt

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

NLP2CT/UniTE

NLP2CT/SPL_for_NMT

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

NLP2CT/TaU

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

NLP2CT/Difficulty-Aware-MT-Evaluation

Difficulty-Aware Machine Translation Evaluation (ACL 2021)

NLP2CT/HIL-MT

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

NLP2CT/TempoSum

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

NLP2CT/Variance-Aware-MT-Test-Sets

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

NLP2CT/DetectRL

[ NeurIPS 2024 D&B ] DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios

NLP2CT/MultimodalGEC

NLP2CT/TransGEC

NLP2CT/Unsupervised_Dialect_Translation

Unsupervised Neural Dialect Translation with Commonality and Diversity Modeling (AAAI 2020)

NLP2CT/CopyingPenalty

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

NLP2CT/MoNMT

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

NLP2CT/PrettyAlign

NLP2CT/Context-Aware-SAN

Improvements for Self-Attention, which is built based on THUMT

NLP2CT/Master-Thesis-stuff

NLP2CT/MMKG_MMT

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

NLP2CT/MV-Attn

NLP2CT/awesome-speech-translation

NLP2CT/E-Att

NLP2CT/Leveraging

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

NLP2CT/MT-Reading-List

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

NLP2CT/UaIT

Can LLMs Learn Uncertainty on Their Own? Expressing Uncertainty Effectively in A Self-Training Manner (EMNLP2024)

NLP2CT/WRD

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