Poly-encoders: Transformer Architectures and Pre-training Strategies for
Fast and Accurate Multi-sentence Scoring

Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring

22 April 2019

Marie-Anne Lachaux

Jason Weston

Papers citing "Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring"

10 / 60 papers shown

Title
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers Boseop Kim Hyoungseok Kim Sang-Woo Lee Gichang Lee Donghyun Kwak ... Jaewook Kang Inho Kang Jung-Woo Ha W. Park Nako Sung VLM 243 121 0 10 Sep 2021
Sequential Attention Module for Natural Language Processing Mengyuan Zhou Jian Ma Haiqing Yang Lian-Xin Jiang Yang Mo AI4TS 13 2 0 07 Sep 2021
Synthesizing Adversarial Negative Responses for Robust Response Ranking and Evaluation Prakhar Gupta Yulia Tsvetkov Jeffrey P. Bigham 34 22 0 10 Jun 2021
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval Gregor Geigle Jonas Pfeiffer Nils Reimers Ivan Vulić Iryna Gurevych 27 59 0 22 Mar 2021
Learning Dense Representations of Phrases at Scale Jinhyuk Lee Mujeen Sung Jaewoo Kang Danqi Chen RALM DML NAI 11 115 0 23 Dec 2020
COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval Xinliang Frederick Zhang Heming Sun Xiang Yue Simon M. Lin Huan Sun RALM 68 17 0 24 Oct 2020
Distilling Dense Representations for Ranking using Tightly-Coupled Teachers Sheng-Chieh Lin Jheng-Hong Yang Jimmy J. Lin 21 118 0 22 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 219 608 0 13 Oct 2020
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds Prithviraj Ammanabrolu Jack Urbanek Margaret Li Arthur Szlam Tim Rocktaschel Jason Weston LM&Ro 16 44 0 01 Oct 2020
Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems Liu Yang Minghui Qiu Chen Qu J. Guo Yongfeng Zhang W. Bruce Croft Jun Huang Haiqing Chen 186 142 0 01 May 2018