v1v2v3v4v5 (latest)

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 / 578 papers shown

Title
Let's CONFER: A Dataset for Evaluating Natural Language Inference Models on CONditional InFERence and Presupposition Tara Azin Daniel Dumitrescu Diana Inkpen Raj Singh 40 0 0 06 Jun 2025
Redundancy, Isotropy, and Intrinsic Dimensionality of Prompt-based Text Embeddings Hayato Tsukagoshi Ryohei Sasano VLM 66 0 0 02 Jun 2025
Harnessing Large Language Models for Scientific Novelty Detection Y. Liu Zonglin Yang Soujanya Poria T. Nguyen Erik Cambria 33 0 0 30 May 2025
Adapting Pretrained Language Models for Citation Classification via Self-Supervised Contrastive Learning Tong Li Jiachuan Wang Yongqi Zhang Shuangyin Li Lei Chen VLM 233 0 0 20 May 2025
CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement Gaifan Zhang Yi Zhou Danushka Bollegala 538 0 0 21 Mar 2025
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks Ziyan Jiang Rui Meng Xinyi Yang Semih Yavuz Yingbo Zhou Wenhu Chen MLLM VLM 203 29 0 03 Jan 2025
Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey) Subba Reddy Oota Zijiao Chen Manish Gupta R. Bapi G. Jobard F. Alexandre X. Hinaut 3DV AI4CE 155 15 0 31 Dec 2024
BanglaEmbed: Efficient Sentence Embedding Models for a Low-Resource Language Using Cross-Lingual Distillation Techniques Muhammad Rafsan Kabir Md. Mohibur Rahman Nabil Mohammad Ashrafuzzaman Khan 81 0 0 22 Nov 2024
Comparative Analysis of Pooling Mechanisms in LLMs: A Sentiment Analysis Perspective Jinming Xing Ruilin Xing Yan Sun Ruilin Xing LLMAG 149 6 0 22 Nov 2024
Towards Competitive Search Relevance For Inference-Free Learned Sparse Retrievers Zhichao Geng Y. Wang Dongyu Ru Yang Yang 75 2 0 07 Nov 2024
SWE2: SubWord Enriched and Significant Word Emphasized Framework for Hate Speech Detection Guanyi Mou Pengyi Ye Kyumin Lee 96 18 0 25 Sep 2024
Graph and Sequential Neural Networks in Session-based Recommendation: A Survey Zihao Li Chao Yang Yakun Chen Xianzhi Wang Hongxu Chen Guandong Xu Lina Yao Quan Z. Sheng GNN 34 10 0 27 Aug 2024
Preserving Multilingual Quality While Tuning Query Encoder on English Only Oleg V. Vasilyev Randy Sawaya John Bohannon 261 1 0 01 Jul 2024
A Novel Method for News Article Event-Based Embedding Koren Ishlach Itzhak Ben-David Michael Fire Lior Rokach 72 0 0 20 May 2024
Calibration of Large Language Models on Code Summarization Yuvraj Virk Prem Devanbu Toufique Ahmed 108 11 0 30 Apr 2024
VFLGAN: Vertical Federated Learning-based Generative Adversarial Network for Vertically Partitioned Data Publication Xun Yuan Yang Yang P. Gope A. Pasikhani Biplab Sikdar 106 4 0 15 Apr 2024
Semantically Enriched Cross-Lingual Sentence Embeddings for Crisis-related Social Media Texts Rabindra Lamsal M. Read S. Karunasekera 58 2 0 25 Mar 2024
Improving Cross-lingual Representation for Semantic Retrieval with Code-switching M. Maimaiti Yuanhang Zheng Ji Zhang Y. Zhang Wenpei Luo Kaiyu Huang LRM 79 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 138 2 0 23 Feb 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 75 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 153 190 0 31 Dec 2023
From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL Xiaoqian Li Ercong Nie Sheng Liang RALM LRM 160 12 0 11 Nov 2023
Language Models are Universal Embedders Xin Zhang Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang KELM ELM 302 9 0 12 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 87 5 0 25 Sep 2023
Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model Mingxin Li Richong Zhang Zhijie Nie Yongyi Mao 91 1 0 12 Sep 2023
SONAR: Sentence-Level Multimodal and Language-Agnostic Representations Paul-Ambroise Duquenne Holger Schwenk Benoît Sagot AI4TS VLM 122 71 0 22 Aug 2023
Fountain -- an intelligent contextual assistant combining knowledge representation and language models for manufacturing risk identification Saurabh Kumar D. Fuchs K. Spindler 51 1 0 01 Aug 2023
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge Tim Schopf Emanuel Gerber Malte Ostendorff Florian Matthes 102 4 0 15 Jul 2023
Efficient Domain Adaptation of Sentence Embeddings Using Adapters Tim Schopf Dennis Schneider Florian Matthes 97 5 0 06 Jul 2023
Surge Routing: Event-informed Multiagent Reinforcement Learning for Autonomous Rideshare Daniel Garces Stephanie Gil AI4TS 76 2 0 05 Jul 2023
Morphosyntactic probing of multilingual BERT models Judit Ács Endre Hamerlik Roy Schwartz Noah A. Smith András Kornai 93 10 0 09 Jun 2023
Provable Dynamic Fusion for Low-Quality Multimodal Data Qingyang Zhang Haitao Wu Changqing Zhang Qinghua Hu Huazhu Fu Qiufeng Wang Xi Peng 118 62 0 03 Jun 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 121 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 107 6 0 28 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 73 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 77 7 0 15 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 125 22 0 10 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 71 2 0 05 May 2023
Analyzing the Generalizability of Deep Contextualized Language Representations For Text Classification Berfu Buyukoz 45 2 0 22 Mar 2023
Syntax-guided Neural Module Distillation to Probe Compositionality in Sentence Embeddings Rohan Pandey 154 1 0 21 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 132 215 0 16 Jan 2023
Hawk: An Industrial-strength Multi-label Document Classifier Arshad Javeed 81 1 0 15 Jan 2023
Reducing Over-smoothing in Graph Neural Networks Using Relational Embeddings Yeskendir Koishekenov 66 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 123 4 0 05 Jan 2023
Topic Segmentation Model Focusing on Local Context Jeonghwan Lee Jiyeong Han Sunghoon Baek M. Song 69 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 148 68 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 Guibas 97 126 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 121 303 0 19 Dec 2022
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages Ercong Nie Sheng Liang Helmut Schmid Hinrich Schütze VLM RALM LRM 122 22 0 19 Dec 2022
Relational Sentence Embedding for Flexible Semantic Matching Bin Wang Haizhou Li 60 4 0 17 Dec 2022