jianguoz / Few-Shot-Intent-Detection
Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines and results.
☆136Updated last year
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
- ☆77Updated 9 months ago
- Dataset for NAACL 2021 paper: "DART: Open-Domain Structured Data Record to Text Generation"☆151Updated 2 years ago
- ☆66Updated 3 years ago
- Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System (ACL 2022)☆159Updated last year
- ☆92Updated 3 years ago
- Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference☆48Updated last year
- Code repo for EMNLP21 paper "Zero-Shot Information Extraction as a Unified Text-to-Triple Translation"☆107Updated 9 months ago
- PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxi…☆104Updated last year
- Dataset for NAACL 2021 paper: "QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization"☆117Updated last year
- DSTC 11 Track 2: Intent Induction from Conversations for Task-Oriented Dialogue☆46Updated last year
- Code and resources for papers "Generation-Augmented Retrieval for Open-Domain Question Answering" and "Reader-Guided Passage Reranking fo…☆74Updated 3 years ago
- Source code for ACL 2022 Paper "Prompt-based Data Augmentation for Low-Resource NLU Tasks"☆67Updated last year
- GSum: A General Framework for Guided Neural Abstractive Summarization☆115Updated 3 years ago
- The Few-Shot Bot: Prompt-Based Learning for Dialogue Systems☆119Updated 3 years ago
- Zero-shot dialogue state tracking (DST)☆82Updated 3 years ago
- [NAACL 2021] Factual Probing Is [MASK]: Learning vs. Learning to Recall https://arxiv.org/abs/2104.05240☆167Updated 2 years ago
- Source code for Dialogue State Tracking with a Language Model using Schema-Driven Prompting☆63Updated 3 months ago
- SpanNER: Named EntityRe-/Recognition as Span Prediction☆124Updated 2 years ago
- Codes for our ACL21 paper: Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization☆94Updated 3 years ago
- ☆90Updated 10 months ago
- DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue☆283Updated last year
- Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations☆132Updated 8 months ago
- Source code for paper "Learning from Noisy Labels for Entity-Centric Information Extraction", EMNLP 2021☆55Updated 3 years ago
- ☆159Updated 6 months ago
- ☆116Updated 2 years ago
- Data & Code for ACCENTOR: "Adding Chit-Chat to Enhance Task-Oriented Dialogues" (NAACL 2021)☆71Updated 3 years ago
- [EMNLP 2021] Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification☆127Updated last year
- Structured Prediction as Translation between Augmented Natural Languages☆134Updated 3 years ago
- This repository maintains the QAConv dataset, a question-answering dataset on informative conversations including business emails, panel …☆81Updated 4 months ago
- Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data☆100Updated last year