Code for AAAI2021 paper: Few-Shot Learning for Multi-label Intent Detection.
☆109Mar 24, 2022Updated 3 years ago
Alternatives and similar repositories for FewShotMultiLabel
Users that are interested in FewShotMultiLabel are comparing it to the libraries listed below
Sorting:
- 天池人工智能创新赛3-ch12hu团队周星星分享☆27Mar 15, 2021Updated 4 years ago
- ☆12Oct 30, 2022Updated 3 years ago
- Code for ACL22 findings paper: Inverse is Better! Fast and Accurate Prompt for Slot Tagging☆27Jul 13, 2022Updated 3 years ago
- Open source code for EMNLP 2020 Findings Paper "AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slo…☆89Dec 17, 2021Updated 4 years ago
- Code for ACL2020 paper: Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network☆154Mar 10, 2022Updated 3 years ago
- Research project for task-oriented dialogue system with jointly training multi-intent classification and slot filling☆10Sep 11, 2023Updated 2 years ago
- Library of various Few-Shot Learning frameworks for text classification☆60Dec 8, 2022Updated 3 years ago
- Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference☆51May 1, 2025Updated 9 months ago
- Open source code and data for AAAI 2022 Oral Paper "Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding"☆35May 26, 2024Updated last year
- 复现论文《Few-Shot Text Classification with Induction Network》☆52Oct 14, 2019Updated 6 years ago
- MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention (EMNLP 2023 - Findings)☆32Jul 22, 2024Updated last year
- MTM☆143Nov 23, 2022Updated 3 years ago
- 文档记录☆15Mar 16, 2021Updated 4 years ago
- ☆121Apr 28, 2019Updated 6 years ago
- Zero-shot Intent Classification and Unknown Intent Detection☆19Sep 6, 2021Updated 4 years ago
- ☆18Aug 22, 2022Updated 3 years ago
- Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classificatio…☆248Sep 30, 2022Updated 3 years ago
- How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogue☆21Apr 15, 2018Updated 7 years ago
- PyTorch implementation of the paper: Vector Projection Network for Few-shot Slot Tagging in Natural Language Understanding. Su Zhu, Ruish…☆18Nov 10, 2021Updated 4 years ago
- The official implementation of the paper "Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset"(ICASSP 2…☆12Feb 19, 2023Updated 3 years ago
- Spark projects. Learning book "Machine Learning with Spark"☆10Jun 3, 2017Updated 8 years ago
- Code for ACL 2023 paper titled "Lifting the Curse of Capacity Gap in Distilling Language Models"☆29Jul 14, 2023Updated 2 years ago
- Source code for the ACL 2020 paper "SEEK: Segmented Embedding of Knowledge Graphs".☆36Nov 9, 2020Updated 5 years ago
- Discovering New Intents with Deep Aligned Clustering (AAAI 2021)☆130Jul 1, 2022Updated 3 years ago
- Label-Specific Document Representation for Multi-Label Text Classification☆88Dec 15, 2019Updated 6 years ago
- T5Patches is a set of tools for fast and targeted editing of generative language models built with T5X.☆12May 31, 2024Updated last year
- Code for paper "Cross-Domain Slot Filling as Machine Reading Comprehension" in IJCAI 2021☆11Aug 24, 2021Updated 4 years ago
- Bert分类，语义相似度，获取句向量。☆66Mar 17, 2025Updated 11 months ago
- TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)☆535May 19, 2021Updated 4 years ago
- ☆11Jun 10, 2022Updated 3 years ago
- Topic Model based on Pretrained Sentence Embeddings (with BERT)☆13Feb 8, 2023Updated 3 years ago
- **ASCM4ABSA** - Our code and proposed data for NLPCC 2022 paper titled "Aspect-specific Context Modeling for Aspect-based Sentiment Analy…☆12Mar 26, 2023Updated 2 years ago
- pytorch maml with Multi-GPUs, fast and simplest implementation☆13Dec 4, 2020Updated 5 years ago
- Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System (ACL 2022)☆162Dec 20, 2023Updated 2 years ago
- ☆279Dec 8, 2020Updated 5 years ago
- An attempt at replicating the Induction Network for FewRel data in Tensorflow☆178Nov 1, 2019Updated 6 years ago
- Label Mask for Multi-label Classification☆57Jun 24, 2021Updated 4 years ago
- Gradient accumulation on tf.estimator☆12Dec 15, 2020Updated 5 years ago
- Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement (AAAI2020)☆46Dec 8, 2022Updated 3 years ago