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Topic: "multilingual-nlp"

embeddings-benchmark/mteb

MTEB: Massive Text Embedding Benchmark

Language: Python - Size: 34.3 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 2,433 - Forks: 380

bigscience-workshop/xmtf

Crosslingual Generalization through Multitask Finetuning

Language: Jupyter Notebook - Size: 28.6 MB - Last synced at: 19 days ago - Pushed at: 7 months ago - Stars: 530 - Forks: 37

DmitryRyumin/EMNLP-2023-Papers

EMNLP 2023 Papers: Explore cutting-edge research from EMNLP 2023, the premier conference for advancing empirical methods in natural language processing. Stay updated on the latest in machine learning, deep learning, and natural language processing with code included. :star: support NLP!

Language: Python - Size: 6.43 MB - Last synced at: 15 days ago - Pushed at: 11 months ago - Stars: 107 - Forks: 7

cisnlp/Glot500

Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages -- ACL 2023

Language: Python - Size: 151 KB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 100 - Forks: 4

FSoft-AI4Code/TheVault

[EMNLP 2023] The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation

Language: Jupyter Notebook - Size: 9.44 MB - Last synced at: 20 days ago - Pushed at: 8 months ago - Stars: 92 - Forks: 9

shijie-wu/crosslingual-nlp

This repo supports various cross-lingual transfer learning & multilingual NLP models.

Language: Python - Size: 125 KB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 89 - Forks: 7

epfl-dlab/llm-latent-language

Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".

Language: Jupyter Notebook - Size: 2.54 MB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 74 - Forks: 16

csebuetnlp/CrossSum

This repository contains the code, data, and models of the paper titled "CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language Pairs" published in Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL’23), July 9-14, 2023.

Language: Python - Size: 5.72 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 47 - Forks: 7

ceferisbarov/TUMLU

TUMLU: A Unified and Native Language Understanding Benchmark for Turkic Languages

Language: Python - Size: 38.3 MB - Last synced at: 7 days ago - Pushed at: 2 months ago - Stars: 19 - Forks: 1

BatsResearch/cross-lingual-detox

Code for "Preference Tuning For Toxicity Mitigation Generalizes Across Languages"

Language: Jupyter Notebook - Size: 309 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 14 - Forks: 0

cisnlp/MEXA

🔍 Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment

Language: Python - Size: 26.4 KB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 10 - Forks: 0

cambridgeltl/prompt4bli

On Bilingual Lexicon Induction with Large Language Models (EMNLP 2023). Keywords: Bilingual Lexicon Induction, Word Translation, Large Language Models, LLMs.

Language: Python - Size: 86.9 KB - Last synced at: 8 days ago - Pushed at: 3 months ago - Stars: 10 - Forks: 2

negar-foroutan/multiLMs-lang-neutral-subnets

[EMNLP 2022] Discovering Language-neutral Sub-networks in Multilingual Language Models.

Language: Python - Size: 831 KB - Last synced at: 11 months ago - Pushed at: about 1 year ago - Stars: 8 - Forks: 1

ramisa2108/Bangla-Complex-Named-Entity-Recognition-Challenge

Winning Solution for the Bangla Complex Named Entity Recognition Challenge - BDOSN NLP Hackathon 2023

Language: Jupyter Notebook - Size: 2.9 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 0

mobassir94/Multilingual-NLP-for-Islamic-Theology

Cross Lingual Language models for making search engines for Holy Quran and Sahih Hadiths

Language: Jupyter Notebook - Size: 151 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 0

MaLA-LM/mala-500

MaLA-500: Massive Language Adaptation of Large Language Models

Language: Python - Size: 97.7 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

aditi184/MultilingualQA

Chaii (Challenge in AI for India) Multilingual QnA - Google Research India

Language: Jupyter Notebook - Size: 26.4 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0

cambridgeltl/sail-bli

Self-Augmented In-Context Learning for Unsupervised Word Translation (ACL 2024). Keywords: Bilingual Lexicon Induction, Word Translation, Large Language Models, LLMs.

Language: Python - Size: 445 KB - Last synced at: 8 days ago - Pushed at: 9 months ago - Stars: 3 - Forks: 1

longxudou/multispider

MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing

Language: Python - Size: 194 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

negar-foroutan/multilingual-code-switched-reasoning

[EMNLP 2023 - Findings] Breaking the Language Barrier: Improving Cross-Lingual Reasoning with Structured Self-Attention

Language: Python - Size: 41 KB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 2

thesofakillers/CLAfICLe

Official repository for the paper "CLAfICLe: Cross-Lingual Adaptation for In-Context Learning". Not Published.

Language: TeX - Size: 13.9 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

harmonydata/harmony_r

R library for Harmony. R package - open source tool using AI for psychology and mental health. Actively recruiting contributors.

Language: HTML - Size: 1.19 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 2 - Forks: 3

swaggy66/M-ABSA

M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis

Language: Python - Size: 30.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 1

deokhk/CBP

Official Repository for Cross-lingual Back-Parsing: Utterance Synthesis from Meaning Representation for Zero-Resource Semantic Parsing (EMNLP 2024)

Language: Python - Size: 7.32 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 0

Helsinki-NLP/lm-vs-mt

A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives

Language: Python - Size: 1.15 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

sristhilamichhane/multilingo

Its a language learning app. Using React, Material UI and Node js.

Language: JavaScript - Size: 257 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

harmonydata/harmony_original

The Harmony project

Language: Jupyter Notebook - Size: 2.77 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 1

dkalpakchi/quinductor

A multilingual data-driven method for generating reading comprehension questions

Language: Jupyter Notebook - Size: 7.21 MB - Last synced at: 27 days ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

AlokTheDataGuy/internship_projects

Multiple chatbots and NLP-based projects completed during my internship. Each project demonstrates different aspects of AI application development, from text summarization to multilingual chatbots.

Language: Python - Size: 4.53 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

GALA-MDS/Gala-External-Resources

This repository compiles and data sources created for the CHIST ERA 2025 proposal GALA.

Language: Jupyter Notebook - Size: 70.9 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

BeaEsparcia/Spanish_Text_Classification_BERT

Spanish text classifier using BERT to detect user intent (information request, complaint, or recommendation). Includes synthetic training data and custom ambiguous examples to test robustness. Portfolio project focused on intent recognition and conversational design in Spanish.

Language: Jupyter Notebook - Size: 434 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0

swaggy66/MSMO

Multi-Scale and Multi-Objective Optimization for Cross-Lingual Aspect-Based Sentiment Analysis

Language: Python - Size: 1.84 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 1

joyou159/SWIZT Fork of MohamedAlaaAli/SWIZT

Exploring the use of multilingual transformers, specifically mBERT and XLM-RoBERTa, for named entity recognition (NER) in the context of Switzerland’s multi lingual environment.

Language: Jupyter Notebook - Size: 1.35 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Lucas-Granucci/MULTI-NER-OLD 📦

Repository for research project exploring the benefits of cross-lingual transfer learning and pseudo-labeling for multilingual named entity recognition.

Language: Python - Size: 312 KB - Last synced at: 5 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

pintamonas4575/NLP-text-detox-MAADM-UPM

NLP for detoxing language phrases in several languages.

Language: Jupyter Notebook - Size: 8.82 MB - Last synced at: 19 days ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

koushik16/Naive-Bayes-on-Multi-Language-Text

Implementation of Naive Bayes for text classification across multiple languages, focusing on natural language processing and multilingual text analysis.

Language: Python - Size: 2.93 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

Wei-RongRong2/RojakLanguageSentimentAnalysis

This is a machine learning project focused on analysing and classifying sentiments in code-switched and code-mixed text, specifically targeting the unique linguistic characteristics found in Malaysian conversations.

Language: Jupyter Notebook - Size: 20.6 MB - Last synced at: 21 days ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

CristianBudala/Multilingual-Sentiment-Analysis-and-Intent-Classification

Multilingual sentiment analysis and intent classification in Romanian, Bachelors thesis

Language: Jupyter Notebook - Size: 837 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

Rajarshi1001/IITK-SemEval-2024-Task-1

SemEval task 1: Semantic Textual Relatedness for the course CS779A

Language: Jupyter Notebook - Size: 9.92 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

muhammadravi251001/multilingual-qas-with-nli

Code Repository for Paper: Multilingual Question Answering System Utilizing Natural Language Inference.

Language: Jupyter Notebook - Size: 1.35 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

AnanthaRajuC/AIML_NLP

AIML Natural Language Processing - Speech, Audio

Language: Java - Size: 4.4 MB - Last synced at: 11 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Judy-Choi/NMT_Series

A collection of codes in a NMT series of Geultto 8th

Language: Jupyter Notebook - Size: 5.53 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

e-hossam96/CMU-CS11-737

Solutions of the CMU Multilingual Natural Language Processing Course

Language: Shell - Size: 120 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

Related Topics
nlp 16 natural-language-processing 13 multilingual 8 machine-learning 7 large-language-models 5 machine-translation 5 deep-learning 5 zero-shot-learning 4 sentiment-analysis 4 python 4 llms 4 cross-lingual-transfer 4 ai 4 pytorch 4 data-science 3 multilingual-models 3 transformers 3 named-entity-recognition 3 semantic-parsing 2 multilingual-absa 2 mechanistic-interpretability 2 language-models 2 intent-detection 2 mbert 2 mt5 2 llama2 2 llm 2 bert 2 psychology 2 ner 2 dataset 2 prompt 2 low-resource-machine-translation 2 llama 2 prompt-engineering 2 in-context-learning 2 few-shot-learning 2 sentence-transformers 2 prompting 2 word-translation 2 bilingual-lexicon-induction 2 artificial-intelligence 2 bilingual-lexicon-extraction 2 text-classification 2 bilingual-dictionary-induction 2 help-wanted 1 spanish 1 decoder-only 1 internship-project 1 internship-task 1 embeddings 1 simpletransformers 1 evaluation 1 evaluation-metrics 1 internships 1 conversational-ai 1 customer-support 1 notebook 1 portfolio-project 1 prompts 1 rag 1 data-visualization 1 multi-modal 1 harmonisation 1 harmonization 1 mentalhealth 1 natural-language-understanding 1 naturallanguageprocessing 1 ml 1 scikit-learn 1 acl 1 glot 1 glot500 1 xlm 1 xlm-r 1 cross-lingual 1 r 1 cran 1 word-embeddings 1 text-mining 1 syntax-and-semantics 1 nlp-applications 1 gpt 1 emnlp2023 1 emnlp 1 computational-linguistics 1 sota 1 medical-imaging 1 embedding-models 1 disaster-response 1 decision-support-system 1 data 1 cbr 1 xlm-roberta 1 t5 1 multitask-learning 1 mt0 1 self-learning 1 instruction-tuning 1 bloomz 1