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Yaxun Dai's Projects

acl-style-files icon acl-style-files

Official style files for papers submitted to venues of the Association for Computational Linguistics

beir icon beir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

colbert icon colbert

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)

dola icon dola

Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"

dpr-scale icon dpr-scale

Scalable training for dense retrieval models.

llama3 icon llama3

The official Meta Llama 3 GitHub site

nanocolbert icon nanocolbert

Simple replication of [ColBERT-v1](https://arxiv.org/abs/2004.12832).

pytrec_eval icon pytrec_eval

pytrec_eval is an Information Retrieval evaluation tool for Python, based on the popular trec_eval.

self-rag icon self-rag

This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.

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