Overview of the TREC 2020 deep learning track

Overview of the TREC 2020 deep learning track

15 February 2021

Daniel Fernando Campos

Papers citing "Overview of the TREC 2020 deep learning track"

18 / 18 papers shown

Title
Benchmarking LLM-based Relevance Judgment Methods Negar Arabzadeh Charles L. A. Clarke 62 0 0 17 Apr 2025
Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation Anfu Tang Laure Soulier Vincent Guigue LRM 112 0 0 16 Apr 2025
Variations in Relevance Judgments and the Shelf Life of Test Collections Andrew Parry Maik Fröbe Harrisen Scells Ferdinand Schlatt Guglielmo Faggioli Saber Zerhoudi Sean MacAvaney Eugene Yang 61 2 0 28 Feb 2025
Hypencoder: Hypernetworks for Information Retrieval Julian Killingback Hansi Zeng Hamed Zamani 148 1 0 07 Feb 2025
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents Weiwei Sun Lingyong Yan Xinyu Ma Shuaiqiang Wang Pengjie Ren Zhumin Chen Dawei Yin Zhaochun Ren RALM ALM ELM LRM LM&MA 155 307 0 31 Dec 2024
TourRank: Utilizing Large Language Models for Documents Ranking with a Tournament-Inspired Strategy Yiqun Chen Qi Liu Yi Zhang Weiwei Sun Daiting Shi Jiaxin Mao Dawei Yin Jiaxin Mao Dawei Yin 88 9 0 17 Jun 2024
ir_explain: a Python Library of Explainable IR Methods Siyang Song Harsh Agarwal Venktesh V Avishek Anand Swastik Mohanty Debapriyo Majumdar Mandar Mitra XAI 90 1 0 29 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 148 55 0 23 Apr 2024
Query Performance Prediction using Relevance Judgments Generated by Large Language Models Chuan Meng Negar Arabzadeh Arian Askari Mohammad Aliannejadi Maarten de Rijke LRM 74 12 0 01 Apr 2024
ORCAS: 18 Million Clicked Query-Document Pairs for Analyzing Search Nick Craswell Daniel Fernando Campos Bhaskar Mitra Emine Yilmaz B. Billerbeck 43 82 0 09 Jun 2020
Incorporating Query Term Independence Assumption for Efficient Retrieval and Ranking using Deep Neural Networks Bhaskar Mitra Corby Rosset D. Hawking Nick Craswell Fernando Diaz Emine Yilmaz 55 30 0 08 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 215 8,415 0 19 Jun 2019
Document Expansion by Query Prediction Rodrigo Nogueira Wei Yang Jimmy J. Lin Kyunghyun Cho 102 414 0 17 Apr 2019
An Updated Duet Model for Passage Re-ranking Bhaskar Mitra Nick Craswell 48 49 0 18 Mar 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.4K 94,511 0 11 Oct 2018
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset Payal Bajaj Daniel Fernando Campos Nick Craswell Li Deng Jianfeng Gao ... Mir Rosenberg Xia Song Alina Stoica Saurabh Tiwary Tong Wang RALM 133 2,721 0 28 Nov 2016
Bag of Tricks for Efficient Text Classification Armand Joulin Edouard Grave Piotr Bojanowski Tomas Mikolov VLM 142 4,612 0 06 Jul 2016
The Arcade Learning Environment: An Evaluation Platform for General Agents Marc G. Bellemare Yavar Naddaf J. Veness Michael Bowling 100 3,002 0 19 Jul 2012