Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval

24 February 2015

Li Deng

Papers citing "Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval"

50 / 62 papers shown

Title
A Survey of Model Architectures in Information Retrieval Zhichao Xu Fengran Mo Zhiqi Huang Crystina Zhang Puxuan Yu Bei Wang Jimmy J. Lin Vivek Srikumar KELM 3DV 75 2 0 21 Feb 2025
Enhanced Retrieval of Long Documents: Leveraging Fine-Grained Block Representations with Large Language Models Minghan Li Eric Gaussier Guodong Zhou RALM 68 0 0 28 Jan 2025
Event-enhanced Retrieval in Real-time Search Yanan Zhang Xiaoling Bai Tianhua Zhou 49 1 0 09 Apr 2024
LLM-Assisted Content Conditional Debiasing for Fair Text Embedding Wenlong Deng Blair Chen Beidi Zhao Chiyu Zhang Xiaoxiao Li Christos Thrampoulidis 40 0 0 22 Feb 2024
Improving Neural Ranking Models with Traditional IR Methods Anik Saha Oktie Hassanzadeh Alex Gittens Jian Ni Kavitha Srinivas B. Yener 19 1 0 29 Aug 2023
Improving Text Semantic Similarity Modeling through a 3D Siamese Network Jianxiang Zang Hui Liu 3DPC 31 2 0 18 Jul 2023
Promptagator: Few-shot Dense Retrieval From 8 Examples Zhuyun Dai Vincent Zhao Ji Ma Yi Luan Jianmo Ni Jing Lu A. Bakalov Kelvin Guu Keith B. Hall Ming-Wei Chang RALM 16 225 0 23 Sep 2022
Query-Response Interactions by Multi-tasks in Semantic Search for Chatbot Candidate Retrieval Libin Shi Kai Zhang Wenge Rong 33 3 0 23 Aug 2022
Learning Job Titles Similarity from Noisy Skill Labels Rabih Zbib Lucas Lacasa Alvarez Federico Retyk Rus Poves Juan Aizpuru H. Fabregat Vaidotas Šimkus Emília Garcia Casademont 27 3 0 01 Jul 2022
Deep learning based closed-loop optimization of geothermal reservoir production Nanzhe Wang Haibin Chang Xiangzhao Kong M. Saar Dongxiao Zhang 22 7 0 15 Apr 2022
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents Yicheng Zou Hongwei Liu Tao Gui Junzhe Wang Qi Zhang M. Tang Haixiang Li Dan Wang DRL 35 29 0 06 Mar 2022
Code Search based on Context-aware Code Translation Weisong Sun Chunrong Fang Yuchen Chen Guanhong Tao Ting Han Quanjun Zhang 47 50 0 16 Feb 2022
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 43 825 0 16 Dec 2021
Bank transactions embeddings help to uncover current macroeconomics Maria Begicheva Alexey Zaytsev 24 4 0 14 Oct 2021
Query Rewriting via Cycle-Consistent Translation for E-Commerce Search Yiming Qiu Kang Zhang Han Zhang Songlin Wang Sulong Xu Yun Xiao Bo Long Wen-Yun Yang 54 16 0 01 Mar 2021
Match-Ignition: Plugging PageRank into Transformer for Long-form Text Matching Liang Pang Yanyan Lan Xueqi Cheng 24 19 0 16 Jan 2021
BRDS: An FPGA-based LSTM Accelerator with Row-Balanced Dual-Ratio Sparsification Seyed Abolfazl Ghasemzadeh E. Tavakoli M. Kamal A. Afzali-Kusha Massoud Pedram 24 13 0 07 Jan 2021
Neural Passage Retrieval with Improved Negative Contrast Jing Lu Gustavo Hernández Ábrego Ji Ma Jianmo Ni Yinfei Yang 34 25 0 23 Oct 2020
RRF102: Meeting the TREC-COVID Challenge with a 100+ Runs Ensemble Michael Bendersky Honglei Zhuang Ji Ma Shuguang Han Keith B. Hall Ryan T. McDonald 21 16 0 01 Oct 2020
RecoBERT: A Catalog Language Model for Text-Based Recommendations Itzik Malkiel Oren Barkan Avi Caciularu Noam Razin Ori Katz Noam Koenigstein 20 13 0 25 Sep 2020
DeText: A Deep Text Ranking Framework with BERT Weiwei Guo Xiaowei Liu Sida Wang Huiji Gao A. Sankar ... Qi Guo Liang Zhang Bo Long Bee-Chung Chen D. Agarwal 27 26 0 06 Aug 2020
Water Quality Prediction on a Sigfox-compliant IoT Device: The Road Ahead of WaterS Pietro Boccadoro Daniele Vitanio Pietro Di Gennaro Domenico Lofú Pietro Tedeschi 24 21 0 27 Jul 2020
Deep Learning for Change Detection in Remote Sensing Images: Comprehensive Review and Meta-Analysis Lazhar Khelifi M. Mignotte 34 259 0 10 Jun 2020
A Social Search Model for Large Scale Social Networks Yunzhong He Wenyuan Li Liangxing Chen Gabriel Forgues Xunlong Gui Sui Liang Bo Hou GNN 26 2 0 09 May 2020
Biomedical Entity Representations with Synonym Marginalization Mujeen Sung Hwisang Jeon Jinhyuk Lee Jaewoo Kang 14 128 0 01 May 2020
Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation Ji Ma I. Korotkov Yinfei Yang Keith B. Hall Ryan T. McDonald RALM 25 32 0 29 Apr 2020
How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence Haoxiang Zhong Chaojun Xiao Cunchao Tu Tianyang Zhang Zhiyuan Liu Maosong Sun AILaw 62 313 0 25 Apr 2020
Natural Language Processing Advancements By Deep Learning: A Survey A. Torfi Rouzbeh A. Shirvani Yaser Keneshloo Nader Tavvaf Edward A. Fox AI4CE VLM 85 216 0 02 Mar 2020
Text-based Question Answering from Information Retrieval and Deep Neural Network Perspectives: A Survey Zahra Abbasiyantaeb S. Momtazi RALM 30 69 0 16 Feb 2020
Adaptive Deep Metric Embeddings for Person Re-Identification under Occlusions Wanxiang Yang Y. Yan Si Chen 16 23 0 07 Feb 2020
Revisiting Paraphrase Question Generator using Pairwise Discriminator Badri N. Patro Durg Singh Chauhan V. Kurmi Vinay P. Namboodiri 22 4 0 31 Dec 2019
Multi-level Gated Recurrent Neural Network for Dialog Act Classification Yan Wang Yunfang Wu 32 14 0 04 Oct 2019
Semantic Product Search Priyank Nigam Yiwei Song Vijai Mohan V. Lakshman Weitian Ding Ding Ankit Shingavi C. Teo Hao Gu Bing Yin AAML 15 118 0 01 Jul 2019
Node Embedding over Temporal Graphs Uriel Singer Ido Guy Kira Radinsky 14 149 0 21 Mar 2019
Efficient Inner Product Approximation in Hybrid Spaces Xiang Wu Ruiqi Guo David Simcha Dave Dopson Sanjiv Kumar 14 16 0 20 Mar 2019
Financial series prediction using Attention LSTM Sangyeon Kim Myung-joo Kang AI4TS HAI 28 52 0 28 Feb 2019
Improving Tree-LSTM with Tree Attention Mahtab Ahmed Muhammad Rifayat Samee Robert E. Mercer 22 48 0 01 Jan 2019
End-to-End Retrieval in Continuous Space D. Gillick Alessandro Presta Gaurav Singh Tomar 27 101 0 19 Nov 2018
Seq2Slate: Re-ranking and Slate Optimization with RNNs Irwan Bello Sayali Kulkarni Sagar Jain Craig Boutilier Ed H. Chi Elad Eban Xiyang Luo Alan Mackey Ofer Meshi 33 91 0 04 Oct 2018
Deep Relevance Ranking Using Enhanced Document-Query Interactions Ryan T. McDonald George Brokos Ion Androutsopoulos 19 126 0 05 Sep 2018
Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) Network A. Sherstinsky 39 3,608 0 09 Aug 2018
Neural Machine Translation Inspired Binary Code Similarity Comparison beyond Function Pairs F. Zuo Xiaopeng Li Patrick Young Lannan Luo Qiang Zeng Zhexin Zhang 27 224 0 08 Aug 2018
Unsupervised Online Multitask Learning of Behavioral Sentence Embeddings Shao-Yen Tseng Brian R. Baucom P. Georgiou SSL 40 9 0 18 Jul 2018
Learning sentence embeddings using Recursive Networks Anson Bastos SSL 18 2 0 22 May 2018
Neural Network Architecture for Credibility Assessment of Textual Claims Nurendra Choudhary Rajat Singh Ishita Bindlish Manish Shrivastava 14 11 0 28 Mar 2018
End-to-end Learning for Short Text Expansion Jian Tang Yue Wang Kai Zheng Qiaozhu Mei LLMAG 42 19 0 30 Aug 2017
A Sentiment-and-Semantics-Based Approach for Emotion Detection in Textual Conversations Umang Gupta Ankush Chatterjee Radhakrishnan Srikanth Puneet Agrawal 18 81 0 21 Jul 2017
Question-Answering with Grammatically-Interpretable Representations Hamid Palangi P. Smolensky Xiaodong He Li Deng 27 53 0 23 May 2017
Self-Taught Convolutional Neural Networks for Short Text Clustering Jiaming Xu Bo Xu Peng Wang Suncong Zheng Guanhua Tian Jun Zhao Bo Xu SSL 42 214 0 01 Jan 2017
Learning to Distill: The Essence Vector Modeling Framework Kuan-Yu Chen Shih-Hung Liu Berlin Chen H. Wang 38 8 0 22 Nov 2016