jianguoz / Few-Shot-Intent-DetectionLinks
Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines and results.
☆153Updated 2 years ago
Alternatives and similar repositories for Few-Shot-Intent-Detection
Users that are interested in Few-Shot-Intent-Detection are comparing it to the libraries listed below
Sorting:
- Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations☆133Updated 6 months ago
- Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System (ACL 2022)☆162Updated 2 years ago
- [EMNLP 2021] Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification☆130Updated 2 years ago
- source code for paper: WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach.☆57Updated 4 years ago
- DSTC 11 Track 2: Intent Induction from Conversations for Task-Oriented Dialogue☆49Updated 2 years ago
- A Framework for Textual Entailment based Zero Shot text classification☆153Updated last year
- Code repo for EMNLP21 paper "Zero-Shot Information Extraction as a Unified Text-to-Triple Translation"☆108Updated last year
- Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper☆135Updated 2 years ago
- Dialog State Tracking Challenge 2 & 3 Data☆87Updated 3 years ago
- Materials for ACL-2022 tutorial: Knowledge-Augmented Methods for Natural Language Processing☆286Updated 3 years ago
- Dataset for NAACL 2021 paper: "QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization"☆142Updated 2 years ago
- ☆78Updated last year
- The Few-Shot Bot: Prompt-Based Learning for Dialogue Systems☆118Updated 4 years ago
- Repository that accompanies "An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction" (EMNLP 2019)☆219Updated 4 years ago
- Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference☆51Updated 9 months ago
- Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data☆100Updated 2 years ago
- [EMNLP 2022] Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning☆136Updated 2 years ago
- DialogSum: A Real-life Scenario Dialogue Summarization Dataset - Findings of ACL 2021☆183Updated last year
- Source code for Dialogue State Tracking with a Language Model using Schema-Driven Prompting☆65Updated last year
- [EMNLP 2021] Improving and Simplifying Pattern Exploiting Training☆152Updated 3 years ago
- Source code for ACL 2022 Paper "Prompt-based Data Augmentation for Low-Resource NLU Tasks"☆71Updated 2 years ago
- SpanNER: Named EntityRe-/Recognition as Span Prediction☆131Updated 3 years ago
- Source code for paper "Learning from Noisy Labels for Entity-Centric Information Extraction", EMNLP 2021☆55Updated 4 years ago
- GSum: A General Framework for Guided Neural Abstractive Summarization☆115Updated 4 months ago
- Dataset for NAACL 2021 paper: "DART: Open-Domain Structured Data Record to Text Generation"☆157Updated 3 years ago
- [ACL-IJCNLP 2021] Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning☆93Updated 3 years ago
- ☆67Updated 4 years ago
- This project provides an unsupervised framework for mining and tagging quality phrases on text corpora with pretrained language models (K…☆174Updated 3 years ago
- A Natural Language Inference (NLI) model based on Transformers (BERT and ALBERT)☆138Updated 2 years ago
- Official Implementation of "DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization."☆143Updated 3 years ago