Punchwes

exaggerated-safety

Röttger et al. (2023): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"

AnglE

Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard

DirectAU

KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering

align_uniform

Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere" ICML 2020

BLI-Reading-List

A 2024 Reading List for Bilingual Lexicon Induction (BLI) / Word Translation. Frequently Updated.

Cross-Lingual-Consistency

Easy-to-use framework for evaluating cross-lingual consistency of factual knowledge (Supported LLaMA, BLOOM, mT5, RoBERTa, etc.) Paper here: https://aclanthology.org/2023.emnlp-main.658/

brain2llm

Structural Similarities Between Language Models and Neural Response Measurements

MUSE

A library for Multilingual Unsupervised or Supervised word Embeddings

everyday-things

pywiktionary

Python Wiktionary Parser for different languages. Check README fo supported languages

wiktextract

Wiktionary dump file parser and multilingual data extractor

wn

A modern, interlingual wordnet interface for Python

booknlp

BookNLP, a natural language processing pipeline for books

SeaEval

NAACL 2024: SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning

semantic_uncertainty

moralchoice

Evaluating the Moral Beliefs Encoded in LLMs

pararel

CoLAC

blimp

The Benchmark of Linguistic Minimal Pairs

databricks-ml-examples

humaneval-xl

[LREC-COLING'24] HumanEval-XL: A Multilingual Code Generation Benchmark for Cross-lingual Natural Language Generalization

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

pygcn

Graph Convolutional Networks in PyTorch

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

RecommenderSystem

ImageBind

ImageBind One Embedding Space to Bind Them All

sentemb

ai-deadlines

:alarm_clock: AI conference deadline countdowns

paraphrase-metrics

ACL 2022 paper "Towards Better Characterization of Paraphrases"

attentions

PyTorch implementation of some attentions for Deep Learning Researchers.