Learning Distributed Representations of Sentences from Unlabelled Data

10 February 2016

Papers citing "Learning Distributed Representations of Sentences from Unlabelled Data"

50 / 89 papers shown

Title
Why transformers are obviously good models of language Felix Hill 37 1 0 07 Aug 2024
UNSEE: Unsupervised Non-contrastive Sentence Embeddings Ömer Veysel Çagatan SSL 27 0 0 27 Jan 2024
Deep Learning-based Sentiment Classification: A Comparative Survey Mohammed Kayed R. Redondo Alhassan Mabrouk 9 41 0 12 Dec 2023
Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review Guanghua Wang Weili Wu AI4TS AILaw 38 3 0 13 Oct 2023
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge Tim Schopf Emanuel Gerber Malte Ostendorff Florian Matthes 56 4 0 15 Jul 2023
Efficient Domain Adaptation of Sentence Embeddings Using Adapters Tim Schopf Dennis Schneider Florian Matthes 28 5 0 06 Jul 2023
Unsupervised Sentence Representation Learning with Frequency-induced Adversarial Tuning and Incomplete Sentence Filtering Bing Wang Ximing Li Zhiyao Yang Yuanyuan Guan Jiayin Li Sheng-sheng Wang 32 6 0 15 May 2023
Quantifying the Dissimilarity of Texts Benjamin Shade E. Altmann 35 1 0 03 May 2023
NoPPA: Non-Parametric Pairwise Attention Random Walk Model for Sentence Representation Xuansheng Wu Zhiyi Zhao Ninghao Liu 19 0 0 24 Feb 2023
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings Jian Zhu Zuoyu Tian Yadong Liu Cong Zhang Chia-wen Lo SSL 32 2 0 23 Oct 2022
Is Encoder-Decoder Redundant for Neural Machine Translation? Yingbo Gao Christian Herold Zijian Yang Hermann Ney 27 4 0 21 Oct 2022
InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings Xing Wu Chaochen Gao Zijia Lin Jizhong Han Zhongyuan Wang Songlin Hu 21 32 0 08 Oct 2022
Ranking-Enhanced Unsupervised Sentence Representation Learning Yeon Seonwoo Guoyin Wang Changmin Seo Sajal Choudhary Jiwei Li Xiang Li Puyang Xu Sunghyun Park Alice H. Oh SSL DRL AI4TS 53 15 0 09 Sep 2022
Graph-Augmented Cyclic Learning Framework for Similarity Estimation of Medical Clinical Notes Can Zheng Yanshan Wang X. Jia 24 0 0 19 Aug 2022
A Comprehensive Survey of Natural Language Generation Advances from the Perspective of Digital Deception Keenan I. Jones Enes ALTUNCU V. N. Franqueira Yi-Chia Wang Shujun Li DeLMO 36 3 0 11 Aug 2022
Meaning without reference in large language models S. Piantadosi Felix Hill 22 72 0 05 Aug 2022
Block-SCL: Blocking Matters for Supervised Contrastive Learning in Product Matching Mario Almagro David Jiménez-Cabello Diego Ortego Emilio Almazán Eva Martínez 27 3 0 05 Jul 2022
RankGen: Improving Text Generation with Large Ranking Models Kalpesh Krishna Yapei Chang John Wieting Mohit Iyyer AIMat 24 68 0 19 May 2022
Multi-segment preserving sampling for deep manifold sampler Daniel Berenberg Jae Hyeon Lee S. Kelow Ji Won Park Andrew Watkins Vladimir Gligorijević Richard Bonneau Stephen Ra Kyunghyun Cho MedIm 19 5 0 09 May 2022
Just Rank: Rethinking Evaluation with Word and Sentence Similarities Bin Wang C.-C. Jay Kuo Haizhou Li ELM 19 29 0 05 Mar 2022
A Mutually Reinforced Framework for Pretrained Sentence Embeddings Junhan Yang Zheng Liu Shitao Xiao Jianxun Lian Lijun Wu Defu Lian Guangzhong Sun Xing Xie SSL 16 2 0 28 Feb 2022
Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals Hayato Tsukagoshi Ryohei Sasano Koichi Takeda 20 8 0 07 Feb 2022
Coherence-Based Distributed Document Representation Learning for Scientific Documents Shicheng Tan Shu Zhao Yanping Zhang 12 2 0 08 Jan 2022
Virtual Augmentation Supported Contrastive Learning of Sentence Representations Dejiao Zhang Wei Xiao Henghui Zhu Xiaofei Ma Andrew O. Arnold SSL 51 29 0 16 Oct 2021
Shaking Syntactic Trees on the Sesame Street: Multilingual Probing with Controllable Perturbations Ekaterina Taktasheva Vladislav Mikhailov Ekaterina Artemova 24 13 0 28 Sep 2021
Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations Fangyu Liu Yunlong Jiao Jordan Massiah Emine Yilmaz Serhii Havrylov SSL 95 29 0 27 Sep 2021
ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding Xing Wu Chaochen Gao Liangjun Zang Jizhong Han Zhongyuan Wang Songlin Hu SSL AILaw 39 129 0 09 Sep 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer Yuanmeng Yan Rumei Li Sirui Wang Fuzheng Zhang Wei Wu Weiran Xu SSL 52 546 0 25 May 2021
Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models Matteo Alleman J. Mamou Miguel Rio Hanlin Tang Yoon Kim SueYeon Chung NAI 32 17 0 15 Apr 2021
Natural Language Understanding for Argumentative Dialogue Systems in the Opinion Building Domain W. A. Abro Annalena Aicher Niklas Rach Stefan Ultes Wolfgang Minker Guilin Qi 31 32 0 03 Mar 2021
Eth2Vec: Learning Contract-Wide Code Representations for Vulnerability Detection on Ethereum Smart Contracts Nami Ashizawa Naoto Yanai Jason Paul Cruz Shingo Okamura 47 94 0 07 Jan 2021
Parameter-Efficient Transfer Learning with Diff Pruning Demi Guo Alexander M. Rush Yoon Kim 13 385 0 14 Dec 2020
InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees Nghi D. Q. Bui Yijun Yu Lingxiao Jiang SSL 44 104 0 13 Dec 2020
On Losses for Modern Language Models Stephane Aroca-Ouellette Frank Rudzicz 14 33 0 04 Oct 2020
Explaining Deep Neural Networks Oana-Maria Camburu XAI FAtt 28 26 0 04 Oct 2020
Predicting User Engagement Status for Online Evaluation of Intelligent Assistants Rui Meng Zhen Yue A. Glass 13 2 0 01 Oct 2020
Evaluating representations by the complexity of learning low-loss predictors William F. Whitney M. Song David Brandfonbrener Jaan Altosaar Kyunghyun Cho 25 23 0 15 Sep 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 19 376 0 26 Jun 2020
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations John Giorgi Osvald Nitski Bo Wang Gary D. Bader SSL 24 489 0 05 Jun 2020
A Novel Distributed Representation of News (DRNews) for Stock Market Predictions Ye Ma Lu Zong Peiwan Wang AIFin 11 5 0 24 May 2020
When and Why is Unsupervised Neural Machine Translation Useless? Yunsu Kim Miguel Graça Hermann Ney SSL 25 70 0 22 Apr 2020
Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation Haipeng Sun Rui Wang Kehai Chen Masao Utiyama Eiichiro Sumita T. Zhao AIMat 23 47 0 21 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 94 19,493 0 23 Oct 2019
Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks Yuchang Sun Sungjin Lee Yaliang Li Jun Zhang 11 11 0 03 Oct 2019
Simple and Effective Paraphrastic Similarity from Parallel Translations John Wieting Kevin Gimpel Graham Neubig Taylor Berg-Kirkpatrick 22 49 0 30 Sep 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 85 6,375 0 26 Sep 2019
Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages Yunsu Kim P. Petrov Pavel Petrushkov Shahram Khadivi Hermann Ney LRM 50 80 0 20 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 69 11,735 0 27 Aug 2019
Denoising based Sequence-to-Sequence Pre-training for Text Generation Liang Wang Wei-Ye Zhao Ruoyu Jia Sujian Li Jingming Liu VLM AI4CE 34 37 0 22 Aug 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