Maik Fröbe

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All published works
Action Title Year Authors
+ PDF Chat Lightning IR: Straightforward Fine-tuning and Inference of Transformer-based Language Models for Information Retrieval 2024 Ferdinand Schlatt
Maik Fröbe
Matthias Hagen
+ PDF Chat Systematic Evaluation of Neural Retrieval Models on the Touché 2020 Argument Retrieval Subset of BEIR 2024 Nandan Thakur
Luiz Bonifacio
Maik Fröbe
Alexander Bondarenko
Ehsan Kamalloo
Martin Potthast
Matthias Hagen
Jimmy Lin
+ PDF Chat A Systematic Investigation of Distilling Large Language Models into Cross-Encoders for Passage Re-ranking 2024 Ferdinand Schlatt
Maik Fröbe
Harrisen Scells
Shengyao Zhuang
Bevan Koopman
Guido Zuccon
Benno Stein
Martin Potthast
Matthias Hagen
+ PDF Chat Set-Encoder: Permutation-Invariant Inter-Passage Attention for Listwise Passage Re-Ranking with Cross-Encoders 2024 Ferdinand Schlatt
Maik Fröbe
Harrisen Scells
Shengyao Zhuang
Bevan Koopman
Guido Zuccon
Benno Stein
Martin Potthast
Matthias Hagen
+ PDF Chat Analyzing Adversarial Attacks on Sequence-to-Sequence Relevance Models 2024 Andrew Parry
Maik Fröbe
Sean MacAvaney
Martin Potthast
Matthias Hagen
+ The Information Retrieval Experiment Platform 2023 Maik Fröbe
Jan Heinrich Reimer
Sean MacAvaney
Niklas Deckers
S. Reich
Janek Bevendorff
Benno Stein
Matthias Hagen
Martin Potthast
+ The Archive Query Log: Mining Millions of Search Result Pages of Hundreds of Search Engines from 25 Years of Web Archives 2023 Jan Heinrich Reimer
Sebastian Schmidt
Maik Fröbe
Lukas Gienapp
Harrisen Scells
Benno Stein
Matthias Hagen
Martin Potthast
+ Report on the Dagstuhl Seminar on Frontiers of Information Access Experimentation for Research and Education 2023 Christine Bauer
Ben Carterette
Nicola Ferro
Norbert Fuhr
Joeran Beel
Timo Breuer
Charles L. A. Clarke
Anita Crescenzi
Gianluca Demartini
Giorgio Maria Di Nunzio
+ The Infinite Index: Information Retrieval on Generative Text-To-Image Models 2023 Niklas Deckers
Maik Fröbe
Johannes Kiesel
Gianluca Pandolfo
Christopher Schröder
Benno Stein
Martin Potthast
+ The Archive Query Log: Mining Millions of Search Result Pages of Hundreds of Search Engines from 25 Years of Web Archives 2023 Jan Heinrich Reimer
Sebastian Schmidt
Maik Fröbe
Lukas Gienapp
Harrisen Scells
Benno Stein
Matthias Hagen
Martin Potthast
+ Evaluating Generative Ad Hoc Information Retrieval 2023 Lukas Gienapp
Harrisen Scells
Niklas Deckers
Janek Bevendorff
Shuai Wang
Johannes Kiesel
Shahbaz Syed
Maik Fröbe
Guido Zuccon
Benno Stein
+ Investigating the Effects of Sparse Attention on Cross-Encoders 2023 Ferdinand Schlatt
Maik Fröbe
Matthias Hagen
+ PDF Chat Sparse Pairwise Re-ranking with Pre-trained Transformers 2022 Lukas Gienapp
Maik Fröbe
Matthias Hagen
Martin Potthast
+ Clickbait Spoiling via Question Answering and Passage Retrieval 2022 Matthias Hagen
Maik Fröbe
Artur Jurk
Martin Potthast
+ SCAI-QReCC Shared Task on Conversational Question Answering 2022 Svitlana Vakulenko
Johannes Kiesel
Maik Fröbe
+ How Train-Test Leakage Affects Zero-shot Retrieval 2022 Maik Fröbe
Christopher Akiki
Martin Potthast
Matthias Hagen
+ PDF Chat Clickbait Spoiling via Question Answering and Passage Retrieval 2022 Matthias Hagen
Maik Fröbe
Artur Jurk
Martin Potthast
+ The Infinite Index: Information Retrieval on Generative Text-To-Image Models 2022 Niklas Deckers
Maik Fröbe
Johannes Kiesel
Gianluca Pandolfo
Christopher Schröder
Benno Stein
Martin Potthast
+ PDF Chat How Train–Test Leakage Affects Zero-Shot Retrieval 2022 Maik Fröbe
Christopher Akiki
Martin Potthast
Matthias Hagen
+ The Impact of Main Content Extraction on Near-Duplicate Detection 2021 Maik Fröbe
Matthias Hagen
Janek Bevendorff
Michael Völske
Benno Stein
Christopher Schröder
Robby Wagner
Lukas Gienapp
Martin Potthast
+ PDF Chat The Impact of Main Content Extraction on Near-Duplicate Detection 2021 Maik Fröbe
Matthias Hagen
Janek Bevendorff
Michael Völske
Benno Stein
Christopher Schröder
Robby Wagner
Lukas Gienapp
Martin Potthast
+ PDF Chat Towards Axiomatic Explanations for Neural Ranking Models 2021 Michael Völske
Alexander Bondarenko
Maik Fröbe
Benno Stein
Jaspreet Singh
Matthias Hagen
Avishek Anand
+ Web Archive Analytics 2021 Michael Völske
Janek Bevendorff
Johannes Kiesel
Benno Stein
Maik Fröbe
Matthias Hagen
Martin Potthast
+ Web Archive Analytics 2021 Michael Völske
Janek Bevendorff
Johannes Kiesel
Benno Stein
Maik Fröbe
Matthias Hagen
Martin Potthast
+ The Impact of Main Content Extraction on Near-Duplicate Detection 2021 Maik Fröbe
Matthias Hagen
Janek Bevendorff
Michael Völske
Benno Stein
Christopher Schröder
Robby Wagner
Lukas Gienapp
Martin Potthast
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ Document Ranking with a Pretrained Sequence-to-Sequence Model 2020 Rodrigo Nogueira
Zhiying Jiang
Ronak Pradeep
Jimmy Lin
5
+ Overview of the TREC 2020 deep learning track 2021 Nick Craswell
Bhaskar Mitra
Emine Yilmaz
Daniel Campos
4
+ MS MARCO: A Human Generated MAchine Reading COmprehension Dataset 2016 Payal Bajaj
Daniel Campos
Nick Craswell
Li Deng
Jianfeng Gao
Xiaodong Liu
Rangan Majumder
Andrew McNamara
Bhaskar Mitra
Tri Gia Nguyen
3
+ PDF Chat Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling 2021 Sebastian Hofstätter
Sheng-Chieh Lin
Jheng-Hong Yang
Jimmy Lin
Allan Hanbury
3
+ PDF Chat Simplified Data Wrangling with ir_datasets 2021 Sean MacAvaney
Andrew Yates
Sergey Feldman
Doug Downey
Arman Cohan
Nazli Goharian
3
+ Dense Passage Retrieval for Open-Domain Question Answering 2020 Vladimir Karpukhin
Barlas Oğuz
Sewon Min
Patrick Lewis
Ledell Wu
Sergey Edunov
Danqi Chen
Wen-tau Yih
3
+ Multi-Stage Document Ranking with BERT 2019 Rodrigo Nogueira
Wei Yang
Kyunghyun Cho
Jimmy Lin
3
+ Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks 2019 Nils Reimers
Iryna Gurevych
3
+ CORD-19: The COVID-19 Open Research Dataset 2020 Lucy Lu Wang
Kyle Lo
Yoganand Chandrasekhar
Russell Reas
Jiangjiang Yang
Darrin Eide
Kathryn Funk
Rodney Kinney
Ziyang Liu
William Merrill
2
+ PDF Chat ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction 2022 Keshav Santhanam
Omar Khattab
Jon Saad-Falcon
Christopher Potts
Matei Zaharia
2
+ PDF Chat PACRR: A Position-Aware Neural IR Model for Relevance Matching 2017 Kai Hui
Andrew Yates
Klaus Berberich
Gerard de Melo
2
+ BERTScore: Evaluating Text Generation with BERT 2019 Tianyi Zhang
Varsha Kishore
Felix Wu
Kilian Q. Weinberger
Yoav Artzi
2
+ PDF Chat Prompt Programming for Large Language Models: Beyond the Few-Shot Paradigm 2021 Laria Reynolds
Kyle McDonell
2
+ PDF Chat ANTIQUE: A Non-factoid Question Answering Benchmark 2020 Helia Hashemi
Mohammad Aliannejadi
Hamed Zamani
W. Bruce Croft
2
+ A Neural Corpus Indexer for Document Retrieval 2022 Yujing Wang
Yingyan Hou
Haonan Wang
Ziming Miao
Shibin Wu
Hao Sun
Qi Chen
Yuqing Xia
Chengmin Chi
Guoshuai Zhao
2
+ Passage Re-ranking with BERT 2019 Rodrigo Nogueira
Kyunghyun Cho
2
+ SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval 2021 Thibault Formal
Carlos Lassance
Benjamin Piwowarski
Stéphane Clinchant
2
+ PDF Chat RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering 2021 Yingqi Qu
Yuchen Ding
Jing Liu
Kai Liu
Ruiyang Ren
Wayne Xin Zhao
Daxiang Dong
Hua Wu
Haifeng Wang
2
+ Autoregressive Search Engines: Generating Substrings as Document Identifiers 2022 Michele Bevilacqua
Giuseppe Ottaviano
Patrick Lewis
Wen-tau Yih
Sebastian Riedel
Fabio Petroni
2
+ Big Bird: Transformers for Longer Sequences 2020 Manzil Zaheer
Guru Guruganesh
Avinava Dubey
Joshua Ainslie
Chris Alberti
Santiago Ontañón
Philip Pham
Anirudh Ravula
Qifan Wang
Li Yang
2
+ PDF Chat Overview of the TREC 2019 deep learning track 2020 Nick Craswell
Bhaskar Mitra
Emine Yılmaz
Daniel Campos
Ellen M. Voorhees
2
+ PDF Chat Explain and Predict, and then Predict Again 2021 Zijian Zhang
Koustav Rudra
Avishek Anand
2
+ PDF Chat An Axiomatic Approach to Regularizing Neural Ranking Models 2019 Corby Rosset
Bhaskar Mitra
Chenyan Xiong
Nick Craswell
Song Xia
Saurabh Tiwary
2
+ PDF Chat ORCAS: 18 Million Clicked Query-Document Pairs for Analyzing Search 2020 Nick Craswell
Daniel Campos
Bhaskar Mitra
Emine Yılmaz
Bodo Billerbeck
2
+ PDF Chat The Impact of Score Ties on Repeatability in Document Ranking 2019 Jimmy Lin
Peilin Yang
2
+ PDF Chat Pretrained Transformers for Text Ranking: BERT and Beyond 2021 Jimmy Lin
Rodrigo Nogueira
Andrew Yates
2
+ Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation 2022 Shengyao Zhuang
Houxing Ren
Linjun Shou
Jian Pei
Ming Gong
Guido Zuccon
Daxin Jiang
2
+ PDF Chat Stop Clickbait: Detecting and preventing clickbaits in online news media 2016 Abhijnan Chakraborty
Bhargavi Paranjape
Sourya Kakarla
Niloy Ganguly
1
+ Posthoc Interpretability of Learning to Rank Models using Secondary Training Data 2018 Jaspreet Singh
Avishek Anand
1
+ ELI5: Long Form Question Answering 2019 Angela Fan
Yacine Jernite
Ethan Perez
David Grangier
Jason Weston
Michael Auli
1
+ Deeper Text Understanding for IR with Contextual Neural Language Modeling 2019 Zhuyun Dai
Jamie Callan
1
+ PDF Chat End-to-End Neural Ad-hoc Ranking with Kernel Pooling 2017 Chenyan Xiong
Zhuyun Dai
Jamie Callan
Zhiyuan Liu
Russell Power
1
+ Pairwise Neural Machine Translation Evaluation 2015 Francisco Guzmán
Shafiq Joty
Lluı́s Màrquez
Preslav Nakov
1
+ Document Expansion by Query Prediction 2019 Rodrigo Nogueira
Wei Yang
Jimmy Lin
Kyunghyun Cho
1
+ PDF Chat Equivalence Tests 2017 Daniël Lakens
1
+ PDF Chat A Deep Look into neural ranking models for information retrieval 2019 Jiafeng Guo
Yixing Fan
Liang Pang
Yang Liu
Qingyao Ai
Hamed Zamani
Chen Wu
W. Bruce Croft
Xueqi Cheng
1
+ EvalAI: Towards Better Evaluation Systems for AI Agents 2019 Deshraj Jain
Rishabh Jain
Harsh Agrawal
Prithvijit Chattopadhyay
Taranjeet Singh
Akash Jain
Shivkaran Singh
Stefan Lee
Dhruv Batra
1
+ PDF Chat Proceedings of the 25th international conference on Machine learning - ICML '08 2008 1
+ On the resemblance and containment of documents 2002 Arndt Bröder
1
+ PDF Chat Easy Multiplicity Control in Equivalence Testing Using Two One-Sided Tests 2009 Carolyn B. Lauzon
Brian Caffo
1
+ Passage Re-ranking with BERT 2019 Rodrigo Nogueira
Kyunghyun Cho
1
+ Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning 2019 Peng Xu
Chien-Sheng Wu
Andrea Madotto
Pascale Fung
1
+ Decoupled Weight Decay Regularization 2017 Ilya Loshchilov
Frank Hutter
1
+ PDF Chat Learning to Match using Local and Distributed Representations of Text for Web Search 2017 Bhaskar Mitra
Fernando Díaz
Nick Craswell
1
+ MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance 2019 Wei Zhao
Maxime Peyrard
Fei Liu
Yang Gao
Christian M. Meyer
Steffen Eger
1
+ HuggingFace's Transformers: State-of-the-art Natural Language Processing 2019 Thomas Wolf
Lysandre Debut
Victor Sanh
Julien Chaumond
Clément Delangue
Anthony Moi
Pierric Cistac
Tim Rault
Rémi Louf
Morgan Funtowicz
1
+ Automatic Argument Quality Assessment - New Datasets and Methods 2019 Assaf Toledo
Shai Gretz
Edo Cohen-Karlik
Roni Friedman
Elad Venezian
Dan Lahav
Michal Jacovi
Ranit Aharonov
Noam Slonim
1
+ ALBERT: A Lite BERT for Self-supervised Learning of Language Representations 2019 Zhenzhong Lan
Mingda Chen
Sebastian Goodman
Kevin Gimpel
Piyush Sharma
Radu Soricut
1
+ PDF Chat Billion-Scale Similarity Search with GPUs 2019 Jeff Johnson
Matthijs Douze
Hervé Jeǵou
1
+ RoBERTa: A Robustly Optimized BERT Pretraining Approach 2019 Yinhan Liu
Myle Ott
Naman Goyal
Jingfei Du
Mandar Joshi
Danqi Chen
Omer Levy
Mike Lewis
Luke Zettlemoyer
Veselin Stoyanov
1