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
Surge Routing: Event-informed Multiagent Reinforcement Learning for Autonomous Rideshare Daniel Garces Stephanie Gil AI4TS 25 2 0 05 Jul 2023
MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information Retrieval Qiao Jin Won Kim Qingyu Chen Donald C. Comeau Lana Yeganova John Wilbur Zhiyong Lu LM&MA MedIm 15 100 0 02 Jul 2023
HonestBait: Forward References for Attractive but Faithful Headline Generation Chih-Yao Chen Dennis Wu Lun-Wei Ku 22 2 0 26 Jun 2023
SIFTER: A Task-specific Alignment Strategy for Enhancing Sentence Embeddings Chaohui Yu Wenhao Zhu Chaoming Liu Xiaoyu Zhang Qiuhong Zhai 26 0 0 21 Jun 2023
Pushing the Limits of ChatGPT on NLP Tasks Xiaofei Sun Linfeng Dong Xiaoya Li Zhen Wan Shuhe Wang ... Jiwei Li Fei Cheng Lingjuan Lyu Fei Wu Guoyin Wang AI4MH LRM 44 29 0 16 Jun 2023
CMLM-CSE: Based on Conditional MLM Contrastive Learning for Sentence Embeddings Zhang Wei Xu Chen 24 1 0 16 Jun 2023
Morphosyntactic probing of multilingual BERT models Judit Ács Endre Hamerlik Roy Schwartz Noah A. Smith András Kornai 35 9 0 09 Jun 2023
Query Encoder Distillation via Embedding Alignment is a Strong Baseline Method to Boost Dense Retriever Online Efficiency Yuxuan Wang Hong Lyu 26 2 0 05 Jun 2023
Provable Dynamic Fusion for Low-Quality Multimodal Data Qingyang Zhang Haitao Wu Changqing Zhang Qinghua Hu Huazhu Fu Qiufeng Wang Xi Peng 37 56 0 03 Jun 2023
IDAS: Intent Discovery with Abstractive Summarization Maarten De Raedt Fréderic Godin Thomas Demeester Chris Develder 37 16 0 31 May 2023
LAIT: Efficient Multi-Segment Encoding in Transformers with Layer-Adjustable Interaction Jeremiah Milbauer Annie Louis Mohammad Javad Hosseini Alex Fabrikant Donald Metzler Tal Schuster 36 9 0 31 May 2023
Plug-and-Play Document Modules for Pre-trained Models Chaojun Xiao Zhengyan Zhang Xu Han Chi-Min Chan Yankai Lin Zhiyuan Liu Xiangyang Li Zhonghua Li Bo Zhao Maosong Sun KELM 34 5 0 28 May 2023
C-STS: Conditional Semantic Textual Similarity Ameet Deshpande Carlos E. Jimenez Howard Chen Vishvak Murahari Victoria Graf Tanmay Rajpurohit Ashwin Kalyan Danqi Chen Karthik Narasimhan 28 3 0 24 May 2023
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations James Y. Huang Wenlin Yao Kaiqiang Song Hongming Zhang Muhao Chen Dong Yu 31 4 0 24 May 2023
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefixes Kuan-Hao Huang L Tan Rui Hou Sinong Wang Amjad Almahairi Ruty Rinott AI4CE 33 0 0 22 May 2023
SimCSE++: Improving Contrastive Learning for Sentence Embeddings from Two Perspectives Jiahao Xu Wei Shao Lihu Chen Lemao Liu 35 17 0 22 May 2023
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond Abhinav Ramesh Kashyap Thang-Tung Nguyen Viktor Schlegel Stefan Winkler See-Kiong Ng Soujanya Poria AI4TS 3DV SSL 37 6 0 22 May 2023
Semantic Similarity Measure of Natural Language Text through Machine Learning and a Keyword-Aware Cross-Encoder-Ranking Summarizer -- A Case Study Using UCGIS GIS&T Body of Knowledge Yuanyuan Tian Wenwen Li Sizhe Wang Zhining Gu 24 3 0 17 May 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 35 6 0 15 May 2023
Semantic Composition in Visually Grounded Language Models Rohan Pandey CoGe 26 1 0 15 May 2023
Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding Hongliang He Junlei Zhang Zhenzhong Lan Yue Zhang 35 5 0 12 May 2023
LACoS-BLOOM: Low-rank Adaptation with Contrastive objective on 8 bits Siamese-BLOOM Wenhui Hua Brian Williams Davood Shamsi 28 3 0 10 May 2023
Evaluating Embedding APIs for Information Retrieval Ehsan Kamalloo Xinyu Crystina Zhang Odunayo Ogundepo Nandan Thakur David Alfonso-Hermelo Mehdi Rezagholizadeh Jimmy J. Lin RALM 29 19 0 10 May 2023
Multilevel Sentence Embeddings for Personality Prediction Paolo Tirotta Akira Yuasa Masashi Morita 19 2 0 09 May 2023
Alleviating Over-smoothing for Unsupervised Sentence Representation Nuo Chen Linjun Shou Ming Gong Jian Pei Bowen Cao Jianhui Chang Daxin Jiang Jia Li SSL 38 18 0 09 May 2023
Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels D. Ribeiro Omid Abdar Jack Goetz Mike Ross Annie Dong Ken Forbus A. Mohamed 20 2 0 05 May 2023
Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks Yingji Zhang Danilo S. Carvalho André Freitas DRL 32 7 0 02 May 2023
Are the Best Multilingual Document Embeddings simply Based on Sentence Embeddings? Sonal Sannigrahi Josef van Genabith C. España-Bonet AILaw 42 4 0 28 Apr 2023
Compressing Sentence Representation with maximum Coding Rate Reduction Domagoj Ševerdija Tomislav Prusina Antonio Jovanovic Luka Borozan Jurica Maltar Domagoj Matijević 24 2 0 25 Apr 2023
L3Cube-IndicSBERT: A simple approach for learning cross-lingual sentence representations using multilingual BERT Samruddhi Deode Janhavi Gadre Aditi Kajale Ananya Joshi Raviraj Joshi 25 20 0 22 Apr 2023
D2CSE: Difference-aware Deep continuous prompts for Contrastive Sentence Embeddings HyunJae Lee VLM 24 0 0 18 Apr 2023
Zero-Shot Multi-Label Topic Inference with Sentence Encoders Souvik Sarkar Dongji Feng Shubhra (Santu) Karmaker BDL 19 6 0 14 Apr 2023
Learning Homographic Disambiguation Representation for Neural Machine Translation Weixuan Wang Wei Peng Qun Liu 28 0 0 12 Apr 2023
How can Deep Learning Retrieve the Write-Missing Additional Diagnosis from Chinese Electronic Medical Record For DRG Shao-Chen Liu Xien Liu Ji Wu 11 0 0 28 Mar 2023
Analyzing the Generalizability of Deep Contextualized Language Representations For Text Classification Berfu Buyukoz 28 2 0 22 Mar 2023
Deep RL with Hierarchical Action Exploration for Dialogue Generation Itsugun Cho Ryota Takahashi Yusaku Yanase Hiroaki Saito 28 2 0 22 Mar 2023
ESCL: Equivariant Self-Contrastive Learning for Sentence Representations Jie Liu Yixuan Liu Xue Han Chao Deng Junlan Feng SSL 24 2 0 09 Mar 2023
NoPPA: Non-Parametric Pairwise Attention Random Walk Model for Sentence Representation Xuansheng Wu Zhiyi Zhao Ninghao Liu 24 0 0 24 Feb 2023
Dual Path Modeling for Semantic Matching by Perceiving Subtle Conflicts Chao Xue Di Liang Sirui Wang Wei Wu Jing Zhang 18 9 0 24 Feb 2023
MCWDST: a Minimum-Cost Weighted Directed Spanning Tree Algorithm for Real-Time Fake News Mitigation in Social Media Ciprian-Octavian Truicua Elena Simona Apostol Radu-Cuatualin Nicolescu Panagiotis Karras GNN 24 27 0 23 Feb 2023
EPISODE: Episodic Gradient Clipping with Periodic Resampled Corrections for Federated Learning with Heterogeneous Data M. Crawshaw Yajie Bao Mingrui Liu FedML 27 8 0 14 Feb 2023
AIDA: Legal Judgment Predictions for Non-Professional Fact Descriptions via Partial-and-Imbalanced Domain Adaptation Guangyi Xiao Xinlong Liu Hao Chen J. Guo Zhiguo Gong 36 0 0 12 Feb 2023
"Why is this misleading?": Detecting News Headline Hallucinations with Explanations Jiaming Shen Jialu Liu Daniel Finnie N. Rahmati Michael Bendersky Marc Najork 30 19 0 12 Feb 2023
Enhancing E-Commerce Recommendation using Pre-Trained Language Model and Fine-Tuning Nuofan Xu Chenhui Hu 18 2 0 09 Feb 2023
Syntax-guided Neural Module Distillation to Probe Compositionality in Sentence Embeddings Rohan Pandey 24 1 0 21 Jan 2023
Visual Semantic Relatedness Dataset for Image Captioning Ahmed Sabir Francesc Moreno-Noguer Lluís Padró CoGe VLM 26 3 0 20 Jan 2023
Dissociating language and thought in large language models Kyle Mahowald Anna A. Ivanova I. Blank Nancy Kanwisher J. Tenenbaum Evelina Fedorenko ELM ReLM 29 209 0 16 Jan 2023
XNLI 2.0: Improving XNLI dataset and performance on Cross Lingual Understanding (XLU) A. Upadhyay Harsit Kumar Upadhya 19 1 0 16 Jan 2023
Hawk: An Industrial-strength Multi-label Document Classifier Arshad Javeed 42 1 0 15 Jan 2023
Reducing Over-smoothing in Graph Neural Networks Using Relational Embeddings Yeskendir Koishekenov 19 2 0 07 Jan 2023