A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Review).

Interact with the Deep Search platform for new knowledge explorations and discoveries

Data and additional information regarding the paper: Contract Discovery. Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines (to appear in Findings of EMNLP).

An industrial-grade implementation of DSSM

Source code of paper 'LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval' (WWW 2023)

Project memory for coding agents: team-shareable engineering experience assets with Milvus semantic retrieval.

MINERS ⛏️: The semantic retrieval benchmark for evaluating multilingual language models. (EMNLP 2024 Findings)

CogniRay is a differentiable geometric memory enabling real-time plasticity and semantic recall.

ai reasoning system using pathway pipeline, embeddings, vector search and llm logic for kharagpur data science hackathon track a.

CR_score: Semantic-based retriever within PatchFinder (ISSTA 2024)

Some applications of text embedding model, e.g., semantic retrieval and clustering.

The most accurate document search and store for building AI apps

Semantica 🧠 — A framework for building semantic layers, context graphs, and decision intelligence systems with explainability and provenance.

A deep learning model for classifying the similarity in semantic meaning of English-Malay sentences using LSTM

结合LightRAG 知识库的知识图谱智能体平台。LangGraph+ Vue + FastAPI。集成主流大模型、LightRAG、MinerU、PP-Structure、Neo4j 、联网检索、工具调用。

A lineage-aware semantic retrieval system with controlled data lanes, chunk symmetry enforcement, and embedding model evaluation.

NLP工具，数据库。中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱等

Free, simple, and intuitive online database diagram editor and SQL generator.

This project implements a Retrieval Augmented Generation (RAG) system for stock news analysis using a hybrid retrieval strategy.

"RAG-Anything: All-in-One RAG Framework"