A tailored Chatbot to reduce hallucinations and improve factuality.
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Updated
Jun 1, 2024 - Jupyter Notebook
A tailored Chatbot to reduce hallucinations and improve factuality.
Nature Biotechnology: Ultra-fast, sensitive detection of protein remote homologs using deep dense retrieval
Experimental code for our paper on informative and diverse sampling of negative examples for dense retrieval
A library to calculate similarity scores between two collections of text sequences encoded using transformer models for bitext mining, dense retrieval, retrieval-based classification, and retrieval-augmented generation (RAG).
Establishing Strong Baselines for TripClick Health Retrieval; ECIR 2022
Dense Bi-Encoder Retrieval for Rapid Experimentation
Wikipedia Semantic Search w/ Embeddings
CIKM 2022: Evaluating Interpolation and Extrapolation Performance of Neural Retrieval Models
Code and created datasets for our ACL 2022 paper: "Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations"
All-in-One: Text Embedding, Retrieval, Reranking and RAG
efficient query encoding for dense retrieval
Code for the paper: Modular Retrieval for Generalization and Interpretation.
Explore from keyword search to dense retrieval and reranking, which injects the intelligence of LLMs into your search system, making it faster and more effective.
Dual Cross Encoder for Dense Retrieval
🔗 A graph-augmented dense statute retriever. (EACL 2023)
Code and data of the EMNLP 2022 Main Conference paper "Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives".
[ACL'23 Findings] This is the code repo for our ACL'23 Findings paper "ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval".
Source code of paper 'LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval' (WWW 2023)
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