Search Results for author: Ramamohan Paturi

Found 3 papers, 3 papers with code

IR2: Information Regularization for Information Retrieval

1 code implementation25 Feb 2024 Jianyou Wang, Kaicheng Wang, Xiaoyue Wang, Weili Cao, Ramamohan Paturi, Leon Bergen

This approach, representing a novel application of regularization techniques in synthetic data creation for IR, is tested on three recent IR tasks characterized by complex queries: DORIS-MAE, ArguAna, and WhatsThatBook.

Information Retrieval Retrieval +1

DORIS-MAE: Scientific Document Retrieval using Multi-level Aspect-based Queries

1 code implementation7 Oct 2023 Jianyou Wang, Kaicheng Wang, Xiaoyue Wang, Prudhviraj Naidu, Leon Bergen, Ramamohan Paturi

In scientific research, the ability to effectively retrieve relevant documents based on complex, multifaceted queries is critical.

Retrieval

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