A Survey for Efficient Open Domain Question Answering

15 November 2022

Dongkuan Xu

Papers citing "A Survey for Efficient Open Domain Question Answering"

23 / 23 papers shown

Title
Leveraging Retrieval-Augmented Generation for Culturally Inclusive Hakka Chatbots: Design Insights and User Perceptions Chen-Chi Chang Han-Pi Chang Hung-Shin Lee 16 1 0 21 Oct 2024
Entity Retrieval for Answering Entity-Centric Questions Hassan S. Shavarani Anoop Sarkar RALM 24 2 0 05 Aug 2024
ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget Adam Gould Pere-Lluis Huguet-Cabot S. Dadhania Francesca Toni 57 7 0 31 Jul 2024
Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach Zhouyu Jiang Mengshu Sun Lei Liang Zhiqiang Zhang RALM 60 10 0 18 Jul 2024
Crafting the Path: Robust Query Rewriting for Information Retrieval Ingeol Baek Jimin Lee Joonho Yang Hwanhee Lee 38 3 0 17 Jul 2024
Should We Fine-Tune or RAG? Evaluating Different Techniques to Adapt LLMs for Dialogue Simone Alghisi Massimo Rizzoli Gabriel Roccabruna Seyed Mahed Mousavi Giuseppe Riccardi OffRL 30 8 0 10 Jun 2024
MASSIVE Multilingual Abstract Meaning Representation: A Dataset and Baselines for Hallucination Detection Michael Regan Shira Wein George Baker Emilio Monti 30 3 0 29 May 2024
Evaluation of Retrieval-Augmented Generation: A Survey Hao Yu Aoran Gan Kai Zhang Shiwei Tong Qi Liu Zhaofeng Liu 3DV 57 78 0 13 May 2024
GOVERN: Gradient Orientation Vote Ensemble for Multi-Teacher Reinforced Distillation Wenjie Zhou Zhenxin Ding Xiaodong Zhang Haibo Shi Junfeng Wang Dawei Yin 33 0 0 06 May 2024
Unsupervised multiple choices question answering via universal corpus Qin Zhang Hao Ge Xiaojun Chen Menglu Fang OffRL 19 2 0 27 Feb 2024
Building Efficient and Effective OpenQA Systems for Low-Resource Languages Emrah Budur Riza Ozccelik Dilara Soylu Omar Khattab Tunga Güngör Christopher Potts 22 1 0 07 Jan 2024
Impact of time and note duration tokenizations on deep learning symbolic music modeling Nathan Fradet Nicolas Gutowski F. Chhel Jean-Pierre Briot 16 7 0 12 Oct 2023
AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context Retrieval Qi Yan Raihan Seraj Jiawei He Li Meng Tristan Sylvain 8 9 0 03 Oct 2023
Hawk: An Industrial-strength Multi-label Document Classifier Arshad Javeed 26 1 0 15 Jan 2023
Chatbots as Problem Solvers: Playing Twenty Questions with Role Reversals David A. Noever Forrest McKee LRM 41 5 0 01 Jan 2023
Self-Prompting Large Language Models for Zero-Shot Open-Domain QA Junlong Li Jinyuan Wang Zhuosheng Zhang Hai Zhao LRM 31 31 0 16 Dec 2022
Lottery Pools: Winning More by Interpolating Tickets without Increasing Training or Inference Cost Lu Yin Shiwei Liu Fang Meng Tianjin Huang Vlado Menkovski Mykola Pechenizkiy 17 13 0 23 Aug 2022
Two-Step Question Retrieval for Open-Domain QA Yeon Seonwoo Juhee Son Jiho Jin Sang-Woo Lee Ji-Hoon Kim Jung-Woo Ha Alice H. Oh RALM LRM 24 5 0 19 May 2022
ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval Yuxiang Lu Yiding Liu Jiaxiang Liu Yunsheng Shi Zhengjie Huang ... Hao Tian Hua-Hong Wu Shuaiqiang Wang Dawei Yin Haifeng Wang 112 57 0 18 May 2022
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking Ruiyang Ren Yingqi Qu Jing Liu Wayne Xin Zhao Qiaoqiao She Hua-Hong Wu Haifeng Wang Ji-Rong Wen 124 244 0 14 Oct 2021
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 204 251 0 04 Jan 2021
Distilling Knowledge from Reader to Retriever for Question Answering Gautier Izacard Edouard Grave RALM 176 249 0 08 Dec 2020
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering Yingqi Qu Yuchen Ding Jing Liu Kai Liu Ruiyang Ren Xin Zhao Daxiang Dong Hua-Hong Wu Haifeng Wang RALM OffRL 206 593 0 16 Oct 2020