355 results for “topic:sentence-embeddings”
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
Retrieval and Retrieval-augmented LLMs
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。
[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821
A curated list of pretrained sentence and word embedding models
xmnlp：提供中文分词, 词性标注, 命名体识别，情感分析，文本纠错，文本转拼音，文本摘要，偏旁部首，句子表征及文本相似度计算等功能
1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.
unified embedding model
SGPT: GPT Sentence Embeddings for Semantic Search
Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need
A Python vector database you just need - no more, no less.
Compute Sentence Embeddings Fast!
BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard
A Structured Self-attentive Sentence Embedding
Keyphrase or Keyword Extraction 基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）
The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
A curated archive of breakthroughs in Agents, Architecture, Training, RAG, and On-Device AI.
A curated list of awesome resources related to Semantic Search🔎 and Semantic Similarity tasks.
A curated list of research papers in Sentence Reprsentation Learning and a sts leaderboard of sentence embeddings.
Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"
Extract knowledge from all information sources using gpt and other language models. Index and make Q&A session with information sources.
[NeurIPS 2019] Spherical Text Embedding
A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)
Clustering sentence embeddings to extract message intent
[EMNLP 2022] Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning
中文无监督SimCSE Pytorch实现
How to encode sentences in a high-dimensional vector space, a.k.a., sentence embedding.
Rust port of sentence-transformers (https://github.com/UKPLab/sentence-transformers)