Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning

30 March 2018

Papers citing "Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning"

22 / 22 papers shown

Title
Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey) S. Oota Zijiao Chen Manish Gupta R. Bapi G. Jobard F. Alexandre X. Hinaut 3DV AI4CE 44 11 0 31 Dec 2024
Surge Routing: Event-informed Multiagent Reinforcement Learning for Autonomous Rideshare Daniel Garces Stephanie Gil AI4TS 17 2 0 05 Jul 2023
UFO: Unified Feature Optimization Teng Xi Yifan Sun Deli Yu Bi Li Nan Peng ... Haocheng Feng Junyu Han Jingtuo Liu Errui Ding Jingdong Wang 32 10 0 21 Jul 2022
Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning Xiaolei Wang Kun Zhou Ji-Rong Wen Wayne Xin Zhao HAI AI4TS 23 130 0 19 Jun 2022
Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning Oscar Sainz Itziar Gonzalez-Dios Oier López de Lacalle Bonan Min Eneko Agirre 19 49 0 03 May 2022
C2-CRS: Coarse-to-Fine Contrastive Learning for Conversational Recommender System Yuanhang Zhou Kun Zhou Wayne Xin Zhao Cheng Wang Peng Jiang He Hu 25 52 0 04 Jan 2022
FacTeR-Check: Semi-automated fact-checking through Semantic Similarity and Natural Language Inference Alejandro Martín Javier Huertas-Tato Álvaro Huertas-García Guillermo Villar-Rodríguez David Camacho HILM 11 31 0 27 Oct 2021
MT-Opt: Continuous Multi-Task Robotic Reinforcement Learning at Scale Dmitry Kalashnikov Jacob Varley Yevgen Chebotar Benjamin Swanson Rico Jonschkowski Chelsea Finn Sergey Levine Karol Hausman OffRL 35 269 0 16 Apr 2021
SILT: Efficient transformer training for inter-lingual inference Javier Huertas-Tato Alejandro Martín David Camacho 19 11 0 17 Mar 2021
Learning to Recognize Actions on Objects in Egocentric Video with Attention Dictionaries Swathikiran Sudhakaran Sergio Escalera O. Lanz EgoV 19 15 0 16 Feb 2021
Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data Jonathan Pilault Amine Elhattami C. Pal CLL MoE 19 89 0 19 Sep 2020
Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion Kun Zhou Wayne Xin Zhao Shuqing Bian Yuanhang Zhou Ji-Rong Wen Jingsong Yu 8 314 0 08 Jul 2020
Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer Siddhant Garg Rohit Kumar Sharma Yingyu Liang 20 4 0 10 Apr 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 29 19,391 0 23 Oct 2019
REMIND Your Neural Network to Prevent Catastrophic Forgetting Tyler L. Hayes Kushal Kafle Robik Shrestha Manoj Acharya Christopher Kanan CLL 29 293 0 06 Oct 2019
Task Selection Policies for Multitask Learning John Glover Chris Hokamp OffRL 15 7 0 14 Jul 2019
Correlation Coefficients and Semantic Textual Similarity V. Zhelezniak Aleksandar Savkov April Shen Nils Y. Hammerla 17 49 0 19 May 2019
On Measuring Social Biases in Sentence Encoders Chandler May Alex Jinpeng Wang Shikha Bordia Samuel R. Bowman Rachel Rudinger 16 590 0 25 Mar 2019
Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data Tasks Jason Phang Thibault Févry Samuel R. Bowman 6 466 0 02 Nov 2018
Unsupervised Online Multitask Learning of Behavioral Sentence Embeddings Shao-Yen Tseng Brian R. Baucom P. Georgiou SSL 38 9 0 18 Jul 2018
Neural Semantic Encoders Tsendsuren Munkhdalai Hong-ye Yu 214 131 0 14 Jul 2016
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 196 1,363 0 06 Jun 2016