paper-with-me

Papers Duplicate-Question Retrieval

“Duplicate-Question Retrieval” 태그가 달린 논문 4편 · 필터 해제

Duplicate Question Retrieval and Confirmation Time Prediction in Software Communities

2023-09-10 · Rima Hazra, Debanjan Saha, Amruit Sahoo, Somnath Banerjee 외

Community Question Answering (CQA) in different domains is growing at a large scale because of the availability of several platforms and huge shareable information among users. With the rapid growth of such online platfo…

Community Question AnsweringDuplicate-Question RetrievalQuestion AnsweringRetrieval

No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval

2022-06-06 · Guilherme Moraes Rosa, Luiz Bonifacio, Vitor Jeronymo, Hugo Abonizio 외

Recent work has shown that small distilled language models are strong competitors to models that are orders of magnitude larger and slower in a wide range of information retrieval tasks. This has made distilled and dense…

Argument RetrievalBiomedical Information RetrievalCitation PredictionDuplicate-Question Retrieval+7

SGPT: GPT Sentence Embeddings for Semantic Search

2022-02-17 · Niklas Muennighoff

Decoder transformers have continued increasing in scale reaching hundreds of billions of parameters. Due to their scale the same decoder sets state-of-the-art results on various language tasks via prompting or fine-tunin…

Argument RetrievalBiomedical Information RetrievalCitation PredictionDecoder+11

BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models

2021-04-17 · Nandan Thakur, Nils Reimers, Andreas Rücklé, Abhishek Srivastava 외

Existing neural information retrieval (IR) models have often been studied in homogeneous and narrow settings, which has considerably limited insights into their out-of-distribution (OOD) generalization capabilities. To a…

Argument RetrievalBenchmarkingBiomedical Information RetrievalCitation Prediction+11
1–4 / 4