No Training Required: Exploring Random Encoders for Sentence
Classification

No Training Required: Exploring Random Encoders for Sentence Classification

29 January 2019

Douwe Kiela

Papers citing "No Training Required: Exploring Random Encoders for Sentence Classification"

19 / 69 papers shown

Title
Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines Łukasz Borchmann Dawid Wisniewski Andrzej Gretkowski Izabela Kosmala Dawid Jurkiewicz Lukasz Szalkiewicz Gabriela Pałka Karol Kaczmarek Agnieszka Kaliska Filip Graliñski AILaw 22 0 0 10 Nov 2019
Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity Nina Poerner Ulli Waltinger Hinrich Schütze AI4TS 27 20 0 09 Nov 2019
Adversarial NLI: A New Benchmark for Natural Language Understanding Yixin Nie Adina Williams Emily Dinan Joey Tianyi Zhou Jason Weston Douwe Kiela 28 977 0 31 Oct 2019
Neural Language Priors Joseph Enguehard Dan Busbridge V. Zhelezniak Nils Y. Hammerla 31 3 0 04 Oct 2019
Deep Contextualized Pairwise Semantic Similarity for Arabic Language Questions Hesham Al-Bataineh Wael Farhan Ahmad Mustafa Haitham Seelawi Hussein T. Al-Natsheh 24 16 0 19 Sep 2019
NSURL-2019 Shared Task 8: Semantic Question Similarity in Arabic Haitham Seelawi Ahmad Mustafa Hesham Al-Bataineh Wael Farhan Hussein T. Al-Natsheh 18 17 0 12 Sep 2019
Learning Compressed Sentence Representations for On-Device Text Processing Dinghan Shen Pengyu Cheng Dhanasekar Sundararaman Xinyuan Zhang Qian Yang Meng Tang Asli Celikyilmaz Lawrence Carin 18 22 0 19 Jun 2019
Pitfalls in the Evaluation of Sentence Embeddings Steffen Eger Andreas Rucklé Iryna Gurevych ELM 12 17 0 04 Jun 2019
Strong and Simple Baselines for Multimodal Utterance Embeddings Paul Pu Liang Y. Lim Yao-Hung Hubert Tsai Ruslan Salakhutdinov Louis-Philippe Morency SSL 32 30 0 14 May 2019
An Evaluation of Transfer Learning for Classifying Sales Engagement Emails at Large Scale Yong Liu Pavel A. Dmitriev Yifei Huang Andrew Brooks Li Dong 14 4 0 19 Apr 2019
Evaluating the Representational Hub of Language and Vision Models Ravi Shekhar Ece Takmaz Raquel Fernández Raffaella Bernardi 30 11 0 12 Apr 2019
Gating Mechanisms for Combining Character and Word-level Word Representations: An Empirical Study Jorge A. Balazs Y. Matsuo AI4CE NAI 19 3 0 11 Apr 2019
CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model Florian Mai Lukas Galke A. Scherp 15 14 0 18 Feb 2019
PAC-Bayes Analysis of Sentence Representation Kento Nozawa Issei Sato 19 3 0 12 Feb 2019
Understanding Learning Dynamics Of Language Models with SVCCA Naomi Saphra Adam Lopez 10 94 0 01 Nov 2018
Exploiting Invertible Decoders for Unsupervised Sentence Representation Learning Shuai Tang V. D. Sa SSL 13 1 0 08 Sep 2018
What the Vec? Towards Probabilistically Grounded Embeddings Carl Allen Ivana Balazevic Timothy M. Hospedales 14 23 0 30 May 2018
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 201 882 0 03 May 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 299 6,984 0 20 Apr 2018