Pretrained Transformers for Text Ranking: BERT and Beyond

Pretrained Transformers for Text Ranking: BERT and Beyond

13 October 2020

Rodrigo Nogueira

Papers citing "Pretrained Transformers for Text Ranking: BERT and Beyond"

11 / 11 papers shown

Title
Lightweight and Direct Document Relevance Optimization for Generative Information Retrieval Kidist Amde Mekonnen Yubao Tang Maarten de Rijke 23 0 0 07 Apr 2025
Hypencoder: Hypernetworks for Information Retrieval Julian Killingback Hansi Zeng Hamed Zamani 76 1 0 07 Feb 2025
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 181 516 0 16 Oct 2020
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 225 1,684 0 28 Jul 2020
Overview of the TREC 2019 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos E. Voorhees 151 375 0 17 Mar 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 233 1,382 0 21 Jan 2020
Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models Cheolhyoung Lee Kyunghyun Cho Wanmo Kang MoE 207 190 0 25 Sep 2019
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism M. Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 224 1,436 0 17 Sep 2019
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sandeep Subramanian Raymond Li Jonathan Pilault C. Pal 210 185 0 07 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 371 2,216 0 03 Sep 2019
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 708 6,435 0 26 Sep 2016