Exploring Dual Encoder Architectures for Question Answering

Exploring Dual Encoder Architectures for Question Answering

14 April 2022

Daniel M. Bikel

Enrique Alfonseca

Chen Qu

Papers citing "Exploring Dual Encoder Architectures for Question Answering"

9 / 9 papers shown

Title
QAEncoder: Towards Aligned Representation Learning in Question Answering System Zhengren Wang Qinhan Yu Shida Wei Zhiyu Li Zhiyu Li Xiaoxing Wang Simin Niu Hao Liang Wentao Zhang RALM 27 1 0 30 Sep 2024
Unsupervised Text Representation Learning via Instruction-Tuning for Zero-Shot Dense Retrieval Qiuhai Zeng Zimeng Qiu Dae Yon Hwang Xin He William M. Campbell RALM 29 0 0 24 Sep 2024
Introducing a new hyper-parameter for RAG: Context Window Utilization Kush Juvekar A. Purwar 40 3 0 29 Jul 2024
Mafin: Enhancing Black-Box Embeddings with Model Augmented Fine-Tuning Mingtian Zhang Shawn Lan Peter Hayes David Barber 29 2 0 19 Feb 2024
Query Encoder Distillation via Embedding Alignment is a Strong Baseline Method to Boost Dense Retriever Online Efficiency Yuxuan Wang Hong Lyu 24 2 0 05 Jun 2023
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives Fedor Moiseev Gustavo Hernández Ábrego Peter Dornbach I. Zitouni Enrique Alfonseca Zhe Dong 29 6 0 05 Jun 2023
PUNR: Pre-training with User Behavior Modeling for News Recommendation Guangyuan Ma Hongtao Liu Xing Wu Wanhui Qian Zhepeng Lv Q. Yang Songlin Hu SSL 33 2 0 25 Apr 2023
CoT-MoTE: Exploring ConTextual Masked Auto-Encoder Pre-training with Mixture-of-Textual-Experts for Passage Retrieval Guangyuan Ma Xing Wu Peng Wang Songlin Hu MoE RALM 26 5 0 20 Apr 2023
Modeling Sequential Sentence Relation to Improve Cross-lingual Dense Retrieval Shunyu Zhang Yaobo Liang Ming Gong Daxin Jiang Nan Duan 25 4 0 03 Feb 2023