Multi-task Retrieval for Knowledge-Intensive Tasks

1 January 2021

Papers citing "Multi-task Retrieval for Knowledge-Intensive Tasks"

44 / 44 papers shown

Title
Natural Language Processing to Enhance Deliberation in Political Online Discussions: A Survey Maike Behrendt Stefan Sylvius Wagner Carina Weinmann Marike Bormann Mira Warne Stefan Harmeling 64 0 0 03 Jun 2025
Deep Retrieval at CheckThat! 2025: Identifying Scientific Papers from Implicit Social Media Mentions via Hybrid Retrieval and Re-Ranking Pascal Sager Ashwini Kamaraj Benjamin Grewe Thilo Stadelmann 67 0 0 29 May 2025
Application and Optimization of Large Models Based on Prompt Tuning for Fact-Check-Worthiness Estimation Yinglong Yu Hao Shen Zhengyi Lyu Qi He 454 0 0 25 Apr 2025
Chain-of-Retrieval Augmented Generation Liang Wang Haonan Chen Nan Yang Xiaolong Huang Zhicheng Dou Furu Wei RALM LRM ReLM 3DV 165 8 0 24 Jan 2025
Multi-task retriever fine-tuning for domain-specific and efficient RAG Patrice Béchard Orlando Marquez Ayala 118 0 0 08 Jan 2025
LLMs are Also Effective Embedding Models: An In-depth Overview Chongyang Tao Tao Shen Shen Gao Junshuo Zhang Zhen Li Kai Hua Wenpeng Hu Zhengwei Tao Shuai Ma 158 11 0 17 Dec 2024
Domain Adaptation of Multilingual Semantic Search -- Literature Review Anna Bringmann Anastasia Zhukova VLM 114 0 0 05 Feb 2024
CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks Xiaoxi Li Zhicheng Dou Yujia Zhou Fangchao Liu RALM 107 18 0 02 Feb 2024
Efficient Title Reranker for Fast and Improved Knowledge-Intense NLP Ziyi Chen Jize Jiang Daqian Zuo Heyi Tao Jun Yang Yuxiang Wei 98 0 0 19 Dec 2023
Improving Multitask Retrieval by Promoting Task Specialization Wenzheng Zhang Chenyan Xiong K. Stratos Arnold Overwijk LRM 123 2 0 01 Jul 2023
GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking Jiaqi Bai Hongcheng Guo Jiaheng Liu Jian Yang Xinnian Liang Zhao Yan Zhoujun Li RALM 83 15 0 29 May 2023
The Web Can Be Your Oyster for Improving Large Language Models Junyi Li Tianyi Tang Wayne Xin Zhao Jingyuan Wang Jian-Yun Nie Ji-Rong Wen RALM KELM 113 5 0 18 May 2023
INO at Factify 2: Structure Coherence based Multi-Modal Fact Verification Yinuo Zhang Zhulin Tao Xi Wang Tongyue Wang 97 6 0 02 Mar 2023
Fine-grained Czech News Article Dataset: An Interdisciplinary Approach to Trustworthiness Analysis Matyáš Boháček Michal Bravansky Filip Trhlík Václav Moravec 65 2 0 16 Dec 2022
Data-Efficient Autoregressive Document Retrieval for Fact Verification James Thorne RALM 70 7 0 17 Nov 2022
Task-aware Retrieval with Instructions Akari Asai Timo Schick Patrick Lewis Xilun Chen Gautier Izacard Sebastian Riedel Hannaneh Hajishirzi Wen-tau Yih 111 100 0 16 Nov 2022
Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models Shujian Zhang Chengyue Gong Xingchao Liu RALM 152 6 0 02 Nov 2022
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding Niranjan Uma Naresh Ziyan Jiang Ankit Sungjin Lee Jie Hao Xing Fan Chenlei Guo 92 6 0 22 Oct 2022
Nonparametric Decoding for Generative Retrieval Hyunji Lee Jaeyoung Kim Hoyeon Chang Hanseok Oh Sohee Yang Vladimir Karpukhin Yi Lu Minjoon Seo RALM 117 5 0 05 Oct 2022
FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation Sebastian Hofstatter Jiecao Chen K. Raman Hamed Zamani RALM 112 82 0 28 Sep 2022
CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language Tasks Jiangui Chen Ruqing Zhang Jiafeng Guo Yu-an Liu Yixing Fan Xueqi Cheng RALM 124 65 0 16 Aug 2022
Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey Xiaoyu Shen Svitlana Vakulenko Marco Del Tredici Gianni Barlacchi Bill Byrne Adria de Gispert RALM VLM 82 20 0 05 Aug 2022
Re2G: Retrieve, Rerank, Generate Michael R. Glass Gaetano Rossiello Md. Faisal Mahbub Chowdhury Ankita Rajaram Naik Pengshan Cai A. Gliozzo RALM 94 98 0 13 Jul 2022
Improving Wikipedia Verifiability with AI Fabio Petroni Samuel Broscheit Aleksandra Piktus Patrick Lewis Gautier Izacard ... Timo Schick Pierre-Emmanuel Mazaré Armand Joulin Edouard Grave Sebastian Riedel 72 17 0 08 Jul 2022
Multi-Task Retrieval-Augmented Text Generation with Relevance Sampling Sebastian Hofstatter Jiecao Chen K. Raman Hamed Zamani RALM 103 11 0 07 Jul 2022
Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval Yanmeng Wang Jun Bai Ye Wang Jianfei Zhang Wenge Rong Zongcheng Ji Shaojun Wang Jing Xiao RALM 40 11 0 07 Jun 2022
Fast and Light-Weight Answer Text Retrieval in Dialogue Systems H. Wan S. Patel J. William Murdock Saloni Potdar Sachindra Joshi 95 1 0 27 May 2022
Autoregressive Search Engines: Generating Substrings as Document Identifiers Michele Bevilacqua G. Ottaviano Patrick Lewis Wen-tau Yih Sebastian Riedel Fabio Petroni KELM RALM 147 166 0 22 Apr 2022
TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval Megan Leszczynski Daniel Y. Fu Mayee F. Chen Christopher Ré 61 12 0 18 Apr 2022
A Review on Language Models as Knowledge Bases Badr AlKhamissi Millicent Li Asli Celikyilmaz Mona T. Diab Marjan Ghazvininejad KELM 133 188 0 12 Apr 2022
KGI: An Integrated Framework for Knowledge Intensive Language Tasks Md. Faisal Mahbub Chowdhury Michael R. Glass Gaetano Rossiello A. Gliozzo Nandana Mihindukulasooriya RALM 60 5 0 08 Apr 2022
Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt Learning Shicheng Xu Liang Pang Huawei Shen Xueqi Cheng VLM 87 17 0 06 Apr 2022
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access Vilém Zouhar Marius Mosbach Debanjali Biswas Dietrich Klakow KELM 100 4 0 24 Jan 2022
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks Akari Asai Matt Gardner Hannaneh Hajishirzi RALM 93 50 0 16 Dec 2021
Many Heads but One Brain: Fusion Brain -- a Competition and a Single Multimodal Multitask Architecture Daria Bakshandaeva Denis Dimitrov V.Ya. Arkhipkin Alex Shonenkov M. Potanin ... Mikhail Martynov Anton Voronov Vera Davydova E. Tutubalina Aleksandr Petiushko 120 0 0 22 Nov 2021
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? Xilun Chen Kushal Lakhotia Barlas Oğuz Anchit Gupta Patrick Lewis Stanislav Peshterliev Yashar Mehdad Sonal Gupta Wen-tau Yih 163 70 0 13 Oct 2021
Slot Filling for Biomedical Information Extraction Yannis Papanikolaou Marlene Staib Justin Grace Francine Bennett MedIm 75 12 0 17 Sep 2021
Robust Retrieval Augmented Generation for Zero-shot Slot Filling Michael R. Glass Gaetano Rossiello Md. Faisal Mahbub Chowdhury A. Gliozzo RALM 71 33 0 31 Aug 2021
A Survey on Automated Fact-Checking Zhijiang Guo Michael Schlichtkrull Andreas Vlachos 149 498 0 26 Aug 2021
Domain-matched Pre-training Tasks for Dense Retrieval Barlas Oğuz Kushal Lakhotia Anchit Gupta Patrick Lewis Vladimir Karpukhin ... Xilun Chen Sebastian Riedel Wen-tau Yih Sonal Gupta Yashar Mehdad RALM 87 67 0 28 Jul 2021
FaVIQ: FAct Verification from Information-seeking Questions Jungsoo Park Sewon Min Jaewoo Kang Luke Zettlemoyer Hannaneh Hajishirzi HILM 94 40 0 05 Jul 2021
Zero-shot Slot Filling with DPR and RAG Michael R. Glass Gaetano Rossiello A. Gliozzo 45 1 0 17 Apr 2021
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering Barlas Oğuz Xilun Chen Vladimir Karpukhin Stanislav Peshterliev Dmytro Okhonko Michael Schlichtkrull Sonal Gupta Yashar Mehdad Scott Yih 285 89 0 29 Dec 2020
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 537 3,762 0 28 Feb 2017