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 / 870 papers shown

Title
Improving Cross-lingual Representation for Semantic Retrieval with Code-switching M. Maimaiti Yuanhang Zheng Ji Zhang Fei Huang Yue Zhang Wenpei Luo Kaiyu Huang LRM 36 0 0 03 Mar 2024
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing Hyunjae Kim Seunghyun Yoon Trung Bui Handong Zhao Quan Tran Franck Dernoncourt Jaewoo Kang CLIP 27 2 0 23 Feb 2024
Approximate Attributions for Off-the-Shelf Siamese Transformers Lucas Moller Dmitry Nikolaev Sebastian Padó 29 4 0 05 Feb 2024
SNNLP: Energy-Efficient Natural Language Processing Using Spiking Neural Networks R. A. Knipper Kaniz Mishty Mehdi Sadi Karmaker Santu 11 0 0 31 Jan 2024
Pre-training and Diagnosing Knowledge Base Completion Models Vid Kocijan Myeongjun Jang Thomas Lukasiewicz 45 0 0 27 Jan 2024
UNSEE: Unsupervised Non-contrastive Sentence Embeddings Ömer Veysel Çagatan SSL 27 0 0 27 Jan 2024
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning Xinghao Wang Junliang He Pengyu Wang Yunhua Zhou Tianxiang Sun Xipeng Qiu AI4TS 30 3 0 24 Jan 2024
Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition Yu Yu Chao-Han Huck Yang Tuan Dinh Sungho Ryu J. Kolehmainen ... Ankur Gandhe Ariya Rastrow Jia Xu I. Bulyko A. Stolcke 36 1 0 19 Jan 2024
Cross-lingual neural fuzzy matching for exploiting target-language monolingual corpora in computer-aided translation M. Esplà-Gomis Víctor M. Sánchez-Cartagena J. A. Pérez-Ortiz F. Sánchez-Martínez 6 3 0 16 Jan 2024
Improving Text Embeddings with Large Language Models Liang Wang Nan Yang Xiaolong Huang Linjun Yang Rangan Majumder Furu Wei SyDa 40 162 0 31 Dec 2023
PROPRES: Investigating the Projectivity of Presupposition with Various Triggers and Environments Daiki Asami Saku Sugawara 18 1 0 14 Dec 2023
Sim-GPT: Text Similarity via GPT Annotated Data Shuhe Wang Beiming Cao Shengyu Zhang Xiaoya Li Jiwei Li Fei Wu Guoyin Wang Eduard Hovy 51 2 0 09 Dec 2023
Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment Cong-Duy Nguyen The-Anh Vu-Le Thong Nguyen Tho Quan A. Luu 31 5 0 04 Dec 2023
SPIN: Sparsifying and Integrating Internal Neurons in Large Language Models for Text Classification Difan Jiao Yilun Liu Zhenwei Tang Daniel Matter Jürgen Pfeffer Ashton Anderson 17 1 0 27 Nov 2023
Compositional Fusion of Signals in Data Embedding Zhijin Guo Zhaozhen Xu Martha Lewis N. Cristianini 19 0 0 18 Nov 2023
From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL Xiaoqian Li Ercong Nie Sheng Liang RALM LRM 108 10 0 11 Nov 2023
BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings Xianming Li Jing Li 45 12 0 09 Nov 2023
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations Sihao Chen Hongming Zhang Tong Chen Ben Zhou Wenhao Yu Dian Yu Baolin Peng Hongwei Wang Dan Roth Dong Yu SSL 23 13 0 07 Nov 2023
Sparse Contrastive Learning of Sentence Embeddings Ruize An Chen Zhang Dawei Song 13 0 0 07 Nov 2023
Women Wearing Lipstick: Measuring the Bias Between an Object and Its Related Gender Ahmed Sabir Lluís Padró 31 0 0 29 Oct 2023
DeTiME: Diffusion-Enhanced Topic Modeling using Encoder-decoder based LLM Weijie Xu Wenxiang Hu Fanyou Wu Srinivasan H. Sengamedu DiffM 30 13 0 23 Oct 2023
Foundation Model's Embedded Representations May Detect Distribution Shift Max Vargas Adam Tsou A. Engel Tony Chiang 28 1 0 20 Oct 2023
On the Language Encoder of Contrastive Cross-modal Models Mengjie Zhao Junya Ono Zhi-Wei Zhong Chieh-Hsin Lai Yuhta Takida Naoki Murata Wei-Hsiang Liao Takashi Shibuya Hiromi Wakaki Yuki Mitsufuji VLM 28 0 0 20 Oct 2023
Large Language Models can Contrastively Refine their Generation for Better Sentence Representation Learning Huiming Wang Zhaodonghui Li Liying Cheng De Wen Soh Lidong Bing 34 2 0 17 Oct 2023
LLM-augmented Preference Learning from Natural Language Inwon Kang Sikai Ruan Tyler Ho Jui-Chien Lin Farhad Mohsin Oshani Seneviratne Lirong Xia 20 2 0 12 Oct 2023
Language Models are Universal Embedders Xin Zhang Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang KELM ELM 45 6 0 12 Oct 2023
Nugget: Neural Agglomerative Embeddings of Text Guanghui Qin Benjamin Van Durme 29 19 0 03 Oct 2023
Do We Run How We Say We Run? Formalization and Practice of Governance in OSS Communities Mahasweta Chakraborti Curtis Atkisson Stefan Stanciulescu V. Filkov Seth Frey 49 5 0 25 Sep 2023
AnglE-optimized Text Embeddings Xianming Li Jing Li RALM 24 93 0 22 Sep 2023
Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model Mingxin Li Richong Zhang Zhijie Nie Yongyi Mao 31 1 0 12 Sep 2023
CrisisTransformers: Pre-trained language models and sentence encoders for crisis-related social media texts Rabindra Lamsal M. Read S. Karunasekera 18 13 0 11 Sep 2023
The Daunting Dilemma with Sentence Encoders: Success on Standard Benchmarks, Failure in Capturing Basic Semantic Properties Yash Mahajan Naman Bansal S. Karmaker 26 3 0 07 Sep 2023
When Do Discourse Markers Affect Computational Sentence Understanding? RUIQI LI Liesbeth Allein Damien Sileo Marie-Francine Moens 14 1 0 01 Sep 2023
GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction Andrei Catalin Coman Christos Theodoropoulos Marie-Francine Moens James Henderson ViT 25 0 0 28 Aug 2023
Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study Yanjun Gao Ruizhe Li John R. Caskey Dmitriy Dligach T. Miller M. Churpek Majid Afshar Dmitriy Dligach Majid Afshar LM&MA 24 5 0 28 Aug 2023
SONAR: Sentence-Level Multimodal and Language-Agnostic Representations Paul-Ambroise Duquenne Holger Schwenk Benoît Sagot AI4TS VLM 34 60 0 22 Aug 2023
HICL: Hashtag-Driven In-Context Learning for Social Media Natural Language Understanding Hanzhuo Tan Chunpu Xu Jing Li Yuqun Zhang Zeyang Fang Zeyu Chen Baohua Lai 16 0 0 19 Aug 2023
MultiSChuBERT: Effective Multimodal Fusion for Scholarly Document Quality Prediction Gideon Maillette de Buy Wenniger Thomas van Dongen Lambert Schomaker 13 4 0 15 Aug 2023
KETM:A Knowledge-Enhanced Text Matching method Kexin Jiang Yahui Zhao Guozhe Jin Zhenguo Zhang Rong-yi Cui 17 6 0 11 Aug 2023
A Comparative Study of Sentence Embedding Models for Assessing Semantic Variation Deven M. Mistry A. Minai 16 2 0 08 Aug 2023
Towards General Text Embeddings with Multi-stage Contrastive Learning Zehan Li Xin Zhang Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang 62 351 0 07 Aug 2023
Redundancy Aware Multi-Reference Based Gainwise Evaluation of Extractive Summarization Mousumi Akter Shubhra (Santu) Karmaker 23 1 0 04 Aug 2023
Fountain -- an intelligent contextual assistant combining knowledge representation and language models for manufacturing risk identification Saurabh Kumar D. Fuchs K. Spindler 24 1 0 01 Aug 2023
Contrastive Learning for API Aspect Analysis G. M. Shahariar Tahmid Hasan Anindya Iqbal Gias Uddin 14 0 0 31 Jul 2023
Scaling Sentence Embeddings with Large Language Models Ting Jiang Shaohan Huang Zhongzhi Luan Deqing Wang Fuzhen Zhuang LRM 44 40 0 31 Jul 2023
Identical and Fraternal Twins: Fine-Grained Semantic Contrastive Learning of Sentence Representations Q. Xiao Shuangyin Li L. Chen 31 2 0 20 Jul 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
Composition-contrastive Learning for Sentence Embeddings Sachin Chanchani Ruihong Huang 27 14 0 14 Jul 2023
Gloss Attention for Gloss-free Sign Language Translation Aoxiong Yin Tianyun Zhong Lilian H. Y. Tang Weike Jin Tao Jin Zhou Zhao SLR 18 37 0 14 Jul 2023
Efficient Domain Adaptation of Sentence Embeddings Using Adapters Tim Schopf Dennis Schneider Florian Matthes 28 5 0 06 Jul 2023