contrastive learning

3979 papers

Also known as

CONTRASTIVE-IDM COCLR CMS CL HINCE CPL CA CPC CLUE RINCE LCA FCL SC CACO CLR JCL ITC SCL SOFT-IC MNR CBL SOLAR SUPCON NT-XENT KCL GACL SEMCL CRS CVCL MCR DML NCCL CLKS CLIP CLAP COLAM GCL SIMCTG NCL INFONCE NCE DCL ICOL LCL CCL

Co-occurring keywords

representation learning (6174) self-supervised learning (3751) multimodal learning (4622) unsupervised learning (3255) graph neural network (3945) vision-language model (2235) zero-shot learning (3637) domain adaptation (4578) large language model (12755) transfer learning (5442)

Papers

Towards a Unified Framework for Reference Retrieval and Related Work Generation EMNLP 2023

How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval EMNLP 2023

MCC-KD: Multi-CoT Consistent Knowledge Distillation EMNLP 2023

Contrastive Distant Supervision for Debiased and Denoised Machine Reading Comprehension EMNLP 2023

Stylized Dialogue Generation with Feature-Guided Knowledge Augmentation EMNLP 2023

GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs EMNLP 2023

Handshape-Aware Sign Language Recognition: Extended Datasets and Exploration of Handshape-Inclusive Methods EMNLP 2023

SimCKP: Simple Contrastive Learning of Keyphrase Representations EMNLP 2023

Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation EMNLP 2023

Topic-DPR: Topic-based Prompts for Dense Passage Retrieval EMNLP 2023

Uncertainty-aware Parameter-Efficient Self-training for Semi-supervised Language Understanding EMNLP 2023

MCLF: A Multi-grained Contrastive Learning Framework for ASR-robust Spoken Language Understanding EMNLP 2023

DistillCSE: Distilled Contrastive Learning for Sentence Embeddings EMNLP 2023

Isotropy-Enhanced Conditional Masked Language Models EMNLP 2023

Contrastive Deterministic Autoencoders For Language Modeling EMNLP 2023

COUNT: COntrastive UNlikelihood Text Style Transfer for Text Detoxification EMNLP 2023

CLMSM: A Multi-Task Learning Framework for Pre-training on Procedural Text EMNLP 2023

Type-Aware Decomposed Framework for Few-Shot Named Entity Recognition EMNLP 2023

On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval EMNLP 2023

Towards Better Representations for Multi-Label Text Classification with Multi-granularity Information EMNLP 2023

A Novel Contrastive Learning Method for Clickbait Detection on RoCliCo: A Romanian Clickbait Corpus of News Articles EMNLP 2023

RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-Training EMNLP 2023

ClusterPrompt: Cluster Semantic Enhanced Prompt Learning for New Intent Discovery EMNLP 2023

Contrastive Learning-based Sentence Encoders Implicitly Weight Informative Words EMNLP 2023

ConPrompt: Pre-training a Language Model with Machine-Generated Data for Implicit Hate Speech Detection EMNLP 2023