eval-word-vectors
Word vector evaluator
A set of Python scripts for evaluating word vectors on various tasks and comparing similarity between words.
Easy to use scripts for evaluating word vectors on a variety of tasks.
120 stars
6 watching
46 forks
Language: Python
last commit: almost 4 years ago
Linked from 1 awesome list
separius/awesome-sentence-embeddingRelated projects:
| Repository | Description | Stars |
|---|---|---|
| mfaruqui/non-distributional | A repository providing pre-built non-distributional word vector representations for NLP tasks | 62 |
 ytsvetko/qvec | A tool to measure the quality of word vectors based on their correlation with manually crafted lexical resources | 75 |
| mfaruqui/sparse-coding | An implementation of parallel sparse coding for converting dense word vectors to highly sparse vectors with L1 regularization | 54 |
| mfaruqui/crosslingual-cca | A tool for projecting word vectors from different languages into a shared space to analyze their semantic relationships. | 56 |
 emrekavur/chaos-evaluation | Evaluates segmentation performance in medical imaging using multiple metrics | 57 |
 allenai/olmo-eval | A framework for evaluating language models on NLP tasks | 326 |
 zhourax/vega | Develops a multimodal task and dataset to assess vision-language models' ability to handle interleaved image-text inputs. | 33 |
 openai/simple-evals | Evaluates language models using standardized benchmarks and prompting techniques. | 2,059 |
 ruixiangcui/agieval | Evaluates foundation models on human-centric tasks with diverse exams and question types | 714 |
 ermlab/polish-word-embeddings-review | An evaluation framework for Polish word embeddings prepared by various research groups using analogy tasks. | 4 |
 kyubyong/wordvectors | Provides pre-trained word vectors for multiple languages to facilitate NLP tasks | 2,216 |
 princeton-nlp/charxiv | An evaluation suite for assessing chart understanding in multimodal large language models. | 85 |
 pulover/eval | An AHK function to execute expressions within dynamic strings, allowing for flexible variable substitution. | 31 |
 nmrksic/counter-fitting | A tool to update word vectors to align with linguistic constraints | 145 |
 explosion/sense2vec | A Python library that generates contextually-keyed word vectors from text data using a variation of the Word2Vec algorithm. | 1,630 |