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"

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Title
Handling big tabular data of ICT supply chains: a multi-task, machine-interpretable approach Bin Xiao Murat Simsek B. Kantarci Ala Abu Alkheir LMTD 19 4 0 11 Aug 2022
Using Sentence Embeddings and Semantic Similarity for Seeking Consensus when Assessing Trustworthy AI Dennis Vetter Jesmin Jahan Tithi Magnus Westerlund R. Zicari Gemma Roig 16 4 0 09 Aug 2022
Training Effective Neural Sentence Encoders from Automatically Mined Paraphrases Slawomir Dadas 13 5 0 26 Jul 2022
Embedding Recycling for Language Models Jon Saad-Falcon Amanpreet Singh Luca Soldaini Mike DÁrcy Arman Cohan Doug Downey KELM 21 4 0 11 Jul 2022
Multi-relational Instruction Association Graph for Cross-architecture Binary Similarity Comparison Qi Song Yongzheng Zhang Shuhao Li 9 0 0 24 Jun 2022
Understanding the Properties of Generated Corpora Naama Zwerdling Segev Shlomov Esther Goldbraich George Kour Boaz Carmeli N. Tepper Inbal Ronen Vitaly Zabershinsky Ateret Anaby-Tavor 32 0 0 22 Jun 2022
Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval Yanmeng Wang Jun Bai Ye Wang Jianfei Zhang Wenge Rong Zongcheng Ji Shaojun Wang Jing Xiao RALM 11 9 0 07 Jun 2022
Inter-BIN: Interaction-based Cross-architecture IoT Binary Similarity Comparison Qi Song Yongzheng Zhang Binglai Wang Yige Chen 14 8 0 01 Jun 2022
EMS: Efficient and Effective Massively Multilingual Sentence Embedding Learning Zhuoyuan Mao Chenhui Chu Sadao Kurohashi 43 1 0 31 May 2022
A Multi-level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference Shuang Li Xuming Hu Li Lin Aiwei Liu Lijie Wen Philip S. Yu 33 18 0 31 May 2022
Lifelong Learning Natural Language Processing Approach for Multilingual Data Classification Jkedrzej Kozal Michal Le's P. Zyblewski Pawel Ksieniewicz Michal Wo'zniak 6 0 0 25 May 2022
Partial-input baselines show that NLI models can ignore context, but they don't Neha Srikanth Rachel Rudinger 28 4 0 24 May 2022
A Dynamic, Interpreted CheckList for Meaning-oriented NLG Metric Evaluation -- through the Lens of Semantic Similarity Rating Laura Zeidler Juri Opitz Anette Frank 22 6 0 24 May 2022
Many-Class Text Classification with Matching Yi-Fan Song Yuxian Gu Minlie Huang VLM 22 1 0 23 May 2022
AEON: A Method for Automatic Evaluation of NLP Test Cases Jen-tse Huang Jianping Zhang Wenxuan Wang Pinjia He Yuxin Su Michael R. Lyu 40 23 0 13 May 2022
Extracting Latent Steering Vectors from Pretrained Language Models Nishant Subramani Nivedita Suresh Matthew E. Peters LLMSV 33 80 0 10 May 2022
EASE: Entity-Aware Contrastive Learning of Sentence Embedding Sosuke Nishikawa Ryokan Ri Ikuya Yamada Yoshimasa Tsuruoka Isao Echizen 28 29 0 09 May 2022
Debiased Contrastive Learning of Unsupervised Sentence Representations Kun Zhou Beichen Zhang Wayne Xin Zhao Ji-Rong Wen SSL 28 98 0 02 May 2022
A Survey on Sentence Embedding Models Performance for Patent Analysis Hamid Bekamiri D. Hain Roman Jurowetzki AILaw 26 4 0 28 Apr 2022
MCSE: Multimodal Contrastive Learning of Sentence Embeddings Miaoran Zhang Marius Mosbach David Ifeoluwa Adelani Michael A. Hedderich Dietrich Klakow 36 34 0 22 Apr 2022
Exploiting Session Information in BERT-based Session-aware Sequential Recommendation Jinseok Seol Youngrok Ko Sang-goo Lee 27 20 0 22 Apr 2022
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings Yung-Sung Chuang Rumen Dangovski Hongyin Luo Yang Zhang Shiyu Chang M. Soljavcić Shang-Wen Li Wen-tau Yih Yoon Kim James R. Glass 44 220 0 21 Apr 2022
Generative or Contrastive? Phrase Reconstruction for Better Sentence Representation Learning Bohong Wu Hai Zhao SSL 18 2 0 20 Apr 2022
Empirical Evaluation and Theoretical Analysis for Representation Learning: A Survey Kento Nozawa Issei Sato AI4TS 24 4 0 18 Apr 2022
Retrieval of Scientific and Technological Resources for Experts and Scholars Suyu Ouyang Yingxia Shao Ang Li 32 0 0 13 Apr 2022
Same Author or Just Same Topic? Towards Content-Independent Style Representations Anna Wegmann M. Schraagen D. Nguyen 16 47 0 11 Apr 2022
The COVMis-Stance dataset: Stance Detection on Twitter for COVID-19 Misinformation Yanfang Hou P. V. D. Putten Suzan Verberne 33 9 0 05 Apr 2022
Domain Adaptation for Sparse-Data Settings: What Do We Gain by Not Using Bert? Marina Sedinkina Martin Schmitt Hinrich Schutze 15 1 0 31 Mar 2022
A Prompting-based Approach for Adversarial Example Generation and Robustness Enhancement Yuting Yang Pei Huang Juan Cao Jintao Li Yun Lin Jin Song Dong Feifei Ma Jian Zhang AAML SILM 38 13 0 21 Mar 2022
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation Xuandong Zhao Zhiguo Yu Ming-li Wu Lei Li 21 5 0 15 Mar 2022
Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning Yuxin Jiang Linhan Zhang Wei Wang SSL 16 46 0 14 Mar 2022
SciNLI: A Corpus for Natural Language Inference on Scientific Text Mobashir Sadat Cornelia Caragea AILaw 32 35 0 13 Mar 2022
ORDSIM: Ordinal Regression for E-Commerce Query Similarity Prediction Md. Ahsanul Kabir M. Hasan Aritra Mandal Daniel Tunkelang Zhe Wu DML 14 2 0 13 Mar 2022
Survey on Automated Short Answer Grading with Deep Learning: from Word Embeddings to Transformers Stefan Haller Adina Aldea C. Seifert N. Strisciuglio 16 39 0 11 Mar 2022
Integrating Dependency Tree Into Self-attention for Sentence Representation Junhua Ma Jiajun Li Yuxuan Liu Shangbo Zhou Xue Li 24 2 0 11 Mar 2022
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings Haochen Tan Wei Shao Han Wu Ke Yang Linqi Song 25 17 0 11 Mar 2022
DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing Anomalies Pok Wah Chan 20 1 0 11 Mar 2022
State of the Art in Artificial Intelligence applied to the Legal Domain João Dias Pedro A. Santos Nuno Cordeiro Ana Antunes Bruno Martins J. Baptista C. Gonccalves AILaw 14 9 0 10 Mar 2022
Just Rank: Rethinking Evaluation with Word and Sentence Similarities Bin Wang C.-C. Jay Kuo Haizhou Li ELM 24 29 0 05 Mar 2022
Providing Insights for Open-Response Surveys via End-to-End Context-Aware Clustering S. Esmaeilzadeh Brian Williams Davood Shamsi Onar Vikingstad 20 2 0 02 Mar 2022
On the data requirements of probing Zining Zhu Jixuan Wang Bai Li Frank Rudzicz 27 5 0 25 Feb 2022
Double-Barreled Question Detection at Momentive Peng Jiang K. S. Muppalla Qingyue Wei C. N. Gopal Chun Wang 6 0 0 12 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
Identifying stimulus-driven neural activity patterns in multi-patient intracranial recordings Jeremy R. Manning 15 0 0 04 Feb 2022
Toward a traceable, explainable, and fairJD/Resume recommendation system Amine Barrak Bram Adams Amal Zouaq 16 2 0 02 Feb 2022
GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records Xi Yang Aokun Chen Nima M. Pournejatian Hoo-Chang Shin Kaleb E. Smith ... Duane A. Mitchell W. Hogan E. Shenkman Jiang Bian Yonghui Wu AI4MH LM&MA 37 508 0 02 Feb 2022
A Stochastic Bundle Method for Interpolating Networks Alasdair Paren Leonard Berrada Rudra P. K. Poudel M. P. Kumar 24 4 0 29 Jan 2022
Temporal Sentence Grounding in Videos: A Survey and Future Directions Hao Zhang Aixin Sun Wei Jing Qiufeng Wang 3DGS 36 38 0 20 Jan 2022
PromptBERT: Improving BERT Sentence Embeddings with Prompts Ting Jiang Jian Jiao Shaohan Huang Zi-qiang Zhang Deqing Wang Fuzhen Zhuang Furu Wei Haizhen Huang Liangjie Zhang Qi Zhang 33 119 0 12 Jan 2022
Quantifying Robustness to Adversarial Word Substitutions Yuting Yang Pei Huang Feifei Ma Juan Cao Meishan Zhang Jian Zhang Jintao Li AAML 22 3 0 11 Jan 2022