Neural Reranking for Named Entity Recognition, accepted as regular paper at RANLP 2017

Bag of Visual Feature with Hamming Enbedding, Reranking

Diffusion on manifolds for image retrieval

Assignment on Information Retrieval course, implementing ranking algorithms with Lucene.

Smart Untact Meeting / 전문가추천시스템 APP

Implementation of Probabilistic Retrieval Query expansion and Relevance Model based Language Modelling aimed at improving the precision of results using pseudo-relevance feedback in Information Retrieval.

Simple script to re-rank images using OpenAI's CLIP https://github.com/openai/CLIP.

Python-based toolkit for building and evaluating a transformer-based FAQ retrieval system

Heterogenous, Task- and Domain-Specific Benchmark for Unsupervised Sentence Embeddings used in the TSDAE paper: https://arxiv.org/abs/2104.06979.

Code and resources for papers "Generation-Augmented Retrieval for Open-Domain Question Answering" and "Reader-Guided Passage Reranking for Open-Domain Question Answering", ACL 2021

Official implementation of NeurIPS 2021 paper "Contextual Similarity Aggregation with Self-attention for Visual Re-ranking"

predicting a movie list with Two-sided Fairness-aware Recommendation Model (accotding to TFROM_A article) dataset : https://grouplens.org/datasets/movielens/100k/

A Java implementation of the classical Information Retrieval models in the TREC-COVID Challenge with the CORD19 Dataset

Code, datasets, and checkpoints for the paper "Improving Passage Retrieval with Zero-Shot Question Generation (EMNLP 2022)"

Energy-based modeling of chemical reactions

Improving Bilingual Lexicon Induction with Cross-Encoder Reranking (Findings of EMNLP 2022). Keywords: Bilingual Lexicon Induction, Word Translation, Cross-Lingual Word Embeddings.

Multi-stage Retrieval using SPLADE or RM3 and T5.

Frontend for comic book semantic search engine. Renders explanations along with search results

[ACL 2023] Few-shot Reranking for Multi-hop QA via Language Model Prompting

An Unsupervised Distance Learning Framework for Multimedia Retrieval