Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

27 August 2019

Papers citing "Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks"

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Title
LEVEN: A Large-Scale Chinese Legal Event Detection Dataset Feng Yao Chaojun Xiao Xiaozhi Wang Zhiyuan Liu Lei Hou Cunchao Tu Juanzi Li Yun Liu Weixing Shen Maosong Sun AILaw 103 69 0 16 Mar 2022
Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again Bernal Jiménez Gutiérrez Nikolas McNeal Clay Washington You Chen Lang Li Huan Sun Yu-Chuan Su 115 158 0 16 Mar 2022
Multi-View Document Representation Learning for Open-Domain Dense Retrieval Shunyu Zhang Yaobo Liang Ming Gong Daxin Jiang Nan Duan RALM 3DV AI4TS 67 63 0 16 Mar 2022
Improving Word Translation via Two-Stage Contrastive Learning Yaoyiran Li Fangyu Liu Nigel Collier Anna Korhonen Ivan Vulić 108 29 0 15 Mar 2022
FastKASSIM: A Fast Tree Kernel-Based Syntactic Similarity Metric Maximillian Chen Caitlyn Chen Xiao Yu Zhou Yu 102 9 0 15 Mar 2022
Better Quality Estimation for Low Resource Corpus Mining Muhammed Yusuf Kocyigit Jiho Lee Derry Wijaya 79 9 0 15 Mar 2022
SCD: Self-Contrastive Decorrelation for Sentence Embeddings T. Klein Moin Nabi SSL 54 26 0 15 Mar 2022
ReACC: A Retrieval-Augmented Code Completion Framework Shuai Lu Nan Duan Hojae Han Daya Guo Seung-won Hwang Alexey Svyatkovskiy 84 149 0 15 Mar 2022
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation Xuandong Zhao Zhiguo Yu Ming-li Wu Lei Li 55 5 0 15 Mar 2022
One Agent To Rule Them All: Towards Multi-agent Conversational AI Christopher Clarke Joseph Peper Karthik Krishnamurthy W. Talamonti Kevin Leach Walter S. Lasecki Yiping Kang Lingjia Tang Jason Mars LLMAG 45 12 0 15 Mar 2022
Seamlessly Integrating Factual Information and Social Content with Persuasive Dialogue Maximillian Chen Weiyan Shi Feifan Yan Ryan Hou Jingwen Zhang Saurav Sahay Zhou Yu 68 16 0 15 Mar 2022
Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data Shuyan Zhou Li Zhang Yue Yang Qing Lyu Pengcheng Yin Chris Callison-Burch Graham Neubig 87 29 0 14 Mar 2022
Disentangled Representation Learning for Text-Video Retrieval Qiang Wang Yanhao Zhang Yun Zheng Pan Pan Xiansheng Hua 85 81 0 14 Mar 2022
Reasoning over Public and Private Data in Retrieval-Based Systems Simran Arora Patrick Lewis Angela Fan Jacob Kahn Christopher Ré 66 26 0 14 Mar 2022
Extracting associations and meanings of objects depicted in artworks through bi-modal deep networks Gregory Kell Ryan-Rhys Griffiths Anthony Bourached D. Stork 42 3 0 14 Mar 2022
Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning Yuxin Jiang Linhan Zhang Wei Wang SSL 65 47 0 14 Mar 2022
Towards Visual-Prompt Temporal Answering Grounding in Medical Instructional Video Bin Li Yixuan Weng Bin Sun Shutao Li 165 33 0 13 Mar 2022
CoDA21: Evaluating Language Understanding Capabilities of NLP Models With Context-Definition Alignment Lutfi Kerem Senel Timo Schick Hinrich Schütze ELM ALM 60 5 0 11 Mar 2022
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval Canwen Xu Daya Guo Nan Duan Julian McAuley RALM VLM 81 49 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 52 19 0 11 Mar 2022
BERTopic: Neural topic modeling with a class-based TF-IDF procedure M. Grootendorst 176 1,516 0 11 Mar 2022
Hierarchical BERT for Medical Document Understanding Ning Zhang Maciej Jankowski 77 10 0 11 Mar 2022
Synopses of Movie Narratives: a Video-Language Dataset for Story Understanding Yidan Sun Qin Chao Yangfeng Ji Boyang Albert Li VGen 81 11 0 11 Mar 2022
The Overlooked Classifier in Human-Object Interaction Recognition Ying Jin Yinpeng Chen Lijuan Wang Jianfeng Wang Pei Yu Lin Liang Lei Li Zicheng Liu VLM 98 8 0 10 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 65 9 0 10 Mar 2022
NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks Fawaz Sammani Tanmoy Mukherjee Nikos Deligiannis MILM ELM LRM 138 68 0 09 Mar 2022
LEMON: LanguagE ModeL for Negative Sampling of Knowledge Graph Embeddings Md. Rony Mirza Mohtashim Alam Semab Ali Jens Lehmann S. Vahdati 74 2 0 09 Mar 2022
ASET: Ad-hoc Structured Exploration of Text Collections [Extended Abstract] Benjamin Hättasch Jan-Micha Bodensohn Carsten Binnig 22 1 0 09 Mar 2022
iSEA: An Interactive Pipeline for Semantic Error Analysis of NLP Models Jun Yuan Jesse Vig Nazneen Rajani 79 16 0 08 Mar 2022
Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting in Face-to-Face Interaction Scenarios German Barquero Johnny Núnez Zhen Xu Sergio Escalera Wei-Wei Tu Isabelle M Guyon Cristina Palmero CVBM 78 12 0 07 Mar 2022
Just Rank: Rethinking Evaluation with Word and Sentence Similarities Bin Wang C.-C. Jay Kuo Haizhou Li ELM 83 30 0 05 Mar 2022
SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models Liang Wang Wei Zhao Zhuoyu Wei Jingming Liu 109 187 0 04 Mar 2022
Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning Weixin Liang Yuhui Zhang Yongchan Kwon Serena Yeung James Zou VLM 152 430 0 03 Mar 2022
A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation Tianxiang Sun Xiangyang Liu Wei-wei Zhu Zhichao Geng Lingling Wu Yilong He Yuan Ni Guotong Xie Xuanjing Huang Xipeng Qiu 98 41 0 03 Mar 2022
Providing Insights for Open-Response Surveys via End-to-End Context-Aware Clustering S. Esmaeilzadeh Brian Williams Davood Shamsi Onar Vikingstad 35 2 0 02 Mar 2022
Adversarial Robustness of Neural-Statistical Features in Detection of Generative Transformers Evan Crothers Nathalie Japkowicz H. Viktor Paula Branco AAML DeLMO 136 28 0 02 Mar 2022
Unsupervised Vision-and-Language Pre-training via Retrieval-based Multi-Granular Alignment Mingyang Zhou Licheng Yu Amanpreet Singh Mengjiao MJ Wang Zhou Yu Ning Zhang VLM 82 31 0 01 Mar 2022
PMC-Patients: A Large-scale Dataset of Patient Summaries and Relations for Benchmarking Retrieval-based Clinical Decision Support Systems Zhengyun Zhao Qiao Jin Fangyuan Chen Tuorui Peng Sheng Yu PINN 62 32 0 28 Feb 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 51 2 0 28 Feb 2022
Logical Fallacy Detection Zhijing Jin Abhinav Lalwani Tejas Vaidhya Xiaoyu Shen Yiwen Ding Zhiheng Lyu Mrinmaya Sachan Rada Mihalcea Bernhard Schölkopf LRM 135 34 0 28 Feb 2022
KMIR: A Benchmark for Evaluating Knowledge Memorization, Identification and Reasoning Abilities of Language Models Daniel Gao Yantao Jia Lei Li Chengzhen Fu Zhicheng Dou Hao Jiang Xinyu Zhang Lei Chen Bo Zhao KELM 74 8 0 28 Feb 2022
Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning Seonghyeon Lee Dongha Lee Seongbo Jang Hwanjo Yu OT 64 21 0 26 Feb 2022
SGL: Symbolic Goal Learning in a Hybrid, Modular Framework for Human Instruction Following Ruinian Xu Hongyi Chen Yunzhi Lin Patricio A. Vela 66 6 0 25 Feb 2022
On the data requirements of probing Zining Zhu Jixuan Wang Bai Li Frank Rudzicz 69 5 0 25 Feb 2022
MuMiN: A Large-Scale Multilingual Multimodal Fact-Checked Misinformation Social Network Dataset Dan Saattrup Nielsen Ryan McConville 89 81 0 23 Feb 2022
Short-answer scoring with ensembles of pretrained language models Christopher M. Ormerod 67 8 0 23 Feb 2022
Semi-Structured Query Grounding for Document-Oriented Databases with Deep Retrieval and Its Application to Receipt and POI Matching Geewook Kim Wonseok Hwang Minjoon Seo Seunghyun Park 77 0 0 23 Feb 2022
JAMES: Normalizing Job Titles with Multi-Aspect Graph Embeddings and Reasoning Michiharu Yamashita J. Shen Thanh-Binh Tran Hamoon Ekhtiari Dongwon Lee AI4TS 49 5 0 22 Feb 2022
StyleBERT: Chinese pretraining by font style information Chao Lv Hang Zhang Xinkai Du Yunhao Zhang Ying Huang Wenhao Li Jia-qi Han Shanshan Gu 58 4 0 21 Feb 2022
Graph-based Extractive Explainer for Recommendations Peifeng Wang Renqin Cai Hongning Wang 85 14 0 20 Feb 2022