Supervised Learning of Universal Sentence Representations from Natural Language Inference Data

5 May 2017

Douwe Kiela

Papers citing "Supervised Learning of Universal Sentence Representations from Natural Language Inference Data"

50 / 871 papers shown

Title
Reducing Over-smoothing in Graph Neural Networks Using Relational Embeddings Yeskendir Koishekenov 19 2 0 07 Jan 2023
What You Say Is What You Show: Visual Narration Detection in Instructional Videos Kumar Ashutosh Rohit Girdhar Lorenzo Torresani Kristen Grauman 24 4 0 05 Jan 2023
Topic Segmentation Model Focusing on Local Context Jeonghwan Lee Jiyeong Han Sunghoon Baek M. Song 22 4 0 05 Jan 2023
Does CLIP Bind Concepts? Probing Compositionality in Large Image Models Martha Lewis Nihal V. Nayak Peilin Yu Qinan Yu Jack Merullo Stephen H. Bach Ellie Pavlick VLM OCL CoGe 23 59 0 20 Dec 2022
An Information-Theoretic Approach to Transferability in Task Transfer Learning Yajie Bao Yongni Li Shao-Lun Huang Lin Zhang Lizhong Zheng Amir Zamir Leonidas J. Guibas 17 117 0 20 Dec 2022
One Embedder, Any Task: Instruction-Finetuned Text Embeddings Hongjin Su Weijia Shi Jungo Kasai Yizhong Wang Yushi Hu Mari Ostendorf Wen-tau Yih Noah A. Smith Luke Zettlemoyer Tao Yu 27 282 0 19 Dec 2022
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages Ercong Nie Sheng Liang Helmut Schmid Hinrich Schütze VLM RALM LRM 30 22 0 19 Dec 2022
Relational Sentence Embedding for Flexible Semantic Matching Bin Wang Haizhou Li 27 4 0 17 Dec 2022
Check-worthy Claim Detection across Topics for Automated Fact-checking Amani S. Abumansour A. Zubiaga 16 5 0 16 Dec 2022
Utilizing distilBert transformer model for sentiment classification of COVID-19's Persian open-text responses F. Masoumi M. Bahrani 19 2 0 16 Dec 2022
TencentPretrain: A Scalable and Flexible Toolkit for Pre-training Models of Different Modalities Zhe Zhao Yudong Li Cheng-An Hou Jing-xin Zhao Rong Tian ... Xingwu Sun Zhanhui Kang Xiaoyong Du Linlin Shen Kimmo Yan VLM 41 23 0 13 Dec 2022
Robust and Explainable Identification of Logical Fallacies in Natural Language Arguments Zhivar Sourati Vishnu Priya Prasanna Venkatesh D. Deshpande Himanshu Rawlani Filip Ilievski Hông-Ân Sandlin Alain Mermoud AAML 31 20 0 12 Dec 2022
Text Embeddings by Weakly-Supervised Contrastive Pre-training Liang Wang Nan Yang Xiaolong Huang Binxing Jiao Linjun Yang Daxin Jiang Rangan Majumder Furu Wei VLM 53 531 0 07 Dec 2022
A Commonsense-Infused Language-Agnostic Learning Framework for Enhancing Prediction of Political Polarity in Multilingual News Headlines Swati Swati Adrian Mladenic Grobelnik Dunja Mladenić M. Grobelnik 32 3 0 01 Dec 2022
Generalised Spherical Text Embedding Souvik Banerjee Bamdev Mishra Pratik Jawanpuria Manish Shrivastava 15 1 0 30 Nov 2022
Using Focal Loss to Fight Shallow Heuristics: An Empirical Analysis of Modulated Cross-Entropy in Natural Language Inference Frano Rajic Ivan Stresec Axel Marmet Tim Postuvan 32 3 0 23 Nov 2022
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations Amanpreet Singh Mike DÁrcy Arman Cohan Doug Downey Sergey Feldman 22 82 0 23 Nov 2022
L3Cube-MahaSBERT and HindSBERT: Sentence BERT Models and Benchmarking BERT Sentence Representations for Hindi and Marathi Ananya Joshi Aditi Kajale Janhavi Gadre Samruddhi Deode Raviraj Joshi 52 11 0 21 Nov 2022
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs Kyle Richardson Ronen Tamari Oren Sultan Reut Tsarfaty Dafna Shahaf Ashish Sabharwal KELM 21 8 0 15 Nov 2022
Conversational Pattern Mining using Motif Detection Nicolle Garber Vukosi Marivate 9 0 0 13 Nov 2022
English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings Yau-Shian Wang Ashley Wu Graham Neubig SSL 35 31 0 11 Nov 2022
Multilingual Name Entity Recognition and Intent Classification Employing Deep Learning Architectures S. Rizou A. Paflioti A. Theofilatos A. Vakali G. Sarigiannidis K. Chatzisavvas 29 8 0 04 Nov 2022
Leveraging Pre-trained Models for Failure Analysis Triplets Generation Kenneth Ezukwoke Anis Hoayek M. Batton-Hubert Xavier Boucher Pascal Gounet Jerome Adrian 35 1 0 31 Oct 2022
Improving Cause-of-Death Classification from Verbal Autopsy Reports Thokozile Manaka Terence L van Zyl D. Kar 22 1 0 31 Oct 2022
Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework Yiming Chen Yan Zhang Bin Wang Zuozhu Liu Haizhou Li 40 25 0 30 Oct 2022
Differentiable Data Augmentation for Contrastive Sentence Representation Learning Tianduo Wang Wei Lu SSL 36 9 0 29 Oct 2022
Sentiment Classification of Code-Switched Text using Pre-trained Multilingual Embeddings and Segmentation Saurav K. Aryal H. Prioleau Gloria J. Washington 19 2 0 29 Oct 2022
MABEL: Attenuating Gender Bias using Textual Entailment Data Jacqueline He Mengzhou Xia C. Fellbaum Danqi Chen 32 32 0 26 Oct 2022
A practical method for occupational skills detection in Vietnamese job listings Viet-Trung Tran Hai Cao T. Cao 26 1 0 26 Oct 2022
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
Pre-trained Sentence Embeddings for Implicit Discourse Relation Classification Murali Balusu Yangfeng Ji Jacob Eisenstein 9 1 0 20 Oct 2022
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation Deng Cai Xin Li Jackie Chun-Sing Ho Lidong Bing W. Lam 23 6 0 18 Oct 2022
Textual Entailment Recognition with Semantic Features from Empirical Text Representation Md. Shajalal Md. Atabuzzaman Maksuda Bilkis Baby Md. Rezaul Karim Alexander Boden 8 3 0 18 Oct 2022
ModSandbox: Facilitating Online Community Moderation Through Error Prediction and Improvement of Automated Rules Jean Y. Song Sangwook Lee Jisoo Lee Mina Kim Juho Kim 34 11 0 18 Oct 2022
A Solver-Free Framework for Scalable Learning in Neural ILP Architectures Yatin Nandwani Rishabh Ranjan Mausam Parag Singla 33 7 0 17 Oct 2022
Sentence Representation Learning with Generative Objective rather than Contrastive Objective Bohong Wu Hai Zhao SSL 30 9 0 16 Oct 2022
Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion Jian Song Di Liang Rumei Li Yun Li Sirui Wang Minlong Peng Wei Wu Yongxin Yu 35 12 0 16 Oct 2022
MTEB: Massive Text Embedding Benchmark Niklas Muennighoff Nouamane Tazi L. Magne Nils Reimers 28 375 0 13 Oct 2022
Towards Structure-aware Paraphrase Identification with Phrase Alignment Using Sentence Encoders Qiwei Peng David J. Weir Julie Weeds 23 3 0 11 Oct 2022
SDA: Simple Discrete Augmentation for Contrastive Sentence Representation Learning Dongsheng Zhu Zhenyu Mao Jinghui Lu Rui Zhao Fei Tan 39 1 0 08 Oct 2022
DABERT: Dual Attention Enhanced BERT for Semantic Matching Sirui Wang Di Liang Jian Song Yun Li Wei Wu 52 18 0 07 Oct 2022
Improving Large-scale Paraphrase Acquisition and Generation Yao Dou Chao Jiang Wei-ping Xu 50 9 0 06 Oct 2022
Regularized Contrastive Learning of Semantic Search Mingxi Tan Alexis Rolland Andong Tian 26 0 0 27 Sep 2022
IDEA: Interactive DoublE Attentions from Label Embedding for Text Classification Ziyuan Wang Hailiang Huang Songqiao Han VLM 28 2 0 23 Sep 2022
Domain Adaptation for Question Answering via Question Classification Zhenrui Yue Huimin Zeng Ziyi Kou Lanyu Shang Dong Wang OOD 21 11 0 12 Sep 2022
Evaluation of Question Answering Systems: Complexity of judging a natural language Amer Farea Zhen Yang Kien Duong Nadeesha Perera F. Emmert-Streib ELM 31 3 0 10 Sep 2022
Ranking-Enhanced Unsupervised Sentence Representation Learning Yeon Seonwoo Guoyin Wang Changmin Seo Sajal Choudhary Jiwei Li Xiang Li Puyang Xu Sunghyun Park Alice Oh SSL DRL AI4TS 53 15 0 09 Sep 2022
SimCLF: A Simple Contrastive Learning Framework for Function-level Binary Embeddings Ruijin Sun Guo Shize Jinhong Guo Li Wei Zhan Dazhi Sun Meng Zhisong Pan 21 0 0 06 Sep 2022
INTERACTION: A Generative XAI Framework for Natural Language Inference Explanations Jialin Yu Alexandra I. Cristea Anoushka Harit Zhongtian Sun O. Aduragba Lei Shi Noura Al Moubayed 29 10 0 02 Sep 2022
Reweighting Strategy based on Synthetic Data Identification for Sentence Similarity Taehee Kim Chaitanya Malaviya Yiben Yang Jared Fernandez Edward Choi Jaegul Choo 13 1 0 29 Aug 2022