Popular GitHub Repositories for Cross Lingual

Multilingual Voice Understanding Model

“百聆”是一个基于LLaMA的语言对齐增强的英语/中文大语言模型，具有优越的英语/中文能力，在多语言和通用任务等多项测试中取得ChatGPT 90%的性能。BayLing is an English/Chinese LLM equipped with advanced language alignment, showing superior capability in English/Chinese generation, instruction following and multi-turn interaction.

Text2Text Language Modeling Toolkit

Using joint training speaker encoder with consistency loss to achieve cross-lingual voice conversion and expressive voice conversion

Cross-Lingual Machine Reading Comprehension (EMNLP 2019)

SWIM-IR is a Synthetic Wikipedia-based Multilingual Information Retrieval training set with 28 million query-passage pairs spanning 33 languages, generated using PaLM 2 and summarize-then-ask prompting.

A Multi-subject High School Examinations Dataset for Cross-lingual and Multilingual Question Answering

A diffusion-based cross-lingual voice conversion model, as my bachelor's thesis

mSimCSE: Multilingual SimCSE

Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems (AAAI-2020)

Zero-shot Cross-lingual Task-Oriented Dialogue Systems (EMNLP 2019)

A multilingual phoneme recognizer capable of generalizing zero-shot to unseen phoneme inventories.

EMNLP-2020: Cross-lingual Spoken Language Understanding with Regularized Representation Alignment

Few-Shot Cross-Lingual Stance Detection with Sentiment-Based Pre-Training

Discovering Universal Geometry in Embeddings with ICA (Published in EMNLP 2023)

pytorch model for cross-lingual entity linking.

Python source code for EMNLP 2021 Findings paper: "Subword Mapping and Anchoring Across Languages".

Repository for the paper titled: "When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer"

Code for paper "Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph", EMNLP 2021 - findings.

Official code repo for paper: ACROSS: An Alignment-based Framework for Low-Resource Many-to-One Cross-Lingual Summarization