Code for ACL 2021 paper "Unsupervised Out-of-Domain Detection via Pre-trained Transformers"
☆30Aug 20, 2021Updated 4 years ago
Alternatives and similar repositories for BERT-unsupervised-OOD
Users that are interested in BERT-unsupervised-OOD are comparing it to the libraries listed below
Sorting:
- Source code for paper "Contrastive Out-of-Distribution Detection for Pretrained Transformers", EMNLP 2021☆40Nov 29, 2021Updated 4 years ago
- A Deep Generative Distance-Based Classifier for Out-of-Domain Detection with Mahalanobis Space☆12Jun 21, 2021Updated 4 years ago
- Code for paper "Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning"☆20Sep 6, 2021Updated 4 years ago
- The contrastive token loss function for reducing generative repetition of autoregressive neural language models.☆13May 11, 2022Updated 3 years ago
- ☆12Jul 6, 2023Updated 2 years ago
- Code for EMNLP'21 paper "Types of Out-of-Distribution Texts and How to Detect Them"☆25Nov 13, 2021Updated 4 years ago
- Official implementation of our paper "Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Opera…☆11Sep 20, 2024Updated last year
- ☆13Nov 19, 2022Updated 3 years ago
- ☆50Feb 5, 2023Updated 3 years ago
- Code for SIGdial 2020 paper: Unsupervised Evaluation of Interactive Dialog with DialoGPT (https://arxiv.org/abs/2006.12719)☆29Jun 8, 2020Updated 5 years ago
- Official Implementation of "A Hybrid Architecture for Out of Domain Intent Detection and Intent Discovery"☆11May 31, 2023Updated 2 years ago
- Code for co-training large language models (e.g. T0) with smaller ones (e.g. BERT) to boost few-shot performance☆17Sep 23, 2022Updated 3 years ago
- [Findings of EMNLP 2022] Holistic Sentence Embeddings for Better Out-of-Distribution Detection☆18Jun 14, 2023Updated 2 years ago
- ☆12Feb 14, 2023Updated 3 years ago
- Code for the ACL 2022 (Long paper): "New Intent Discovery with Pre-training and Contrastive Learning".☆14Jul 18, 2022Updated 3 years ago
- Source codes for "Preference-grounded Token-level Guidance for Language Model Fine-tuning" (NeurIPS 2023).☆17Jan 8, 2025Updated last year
- [EMNLP 2022] Code for our paper “ZeroGen: Efficient Zero-shot Learning via Dataset Generation”.☆48Feb 18, 2022Updated 4 years ago
- ☆17Jul 9, 2021Updated 4 years ago
- Measuring if attention is explanation with ROAR☆22Mar 3, 2023Updated 3 years ago
- Code of Robust Lottery Tickets for Pre-trained Language Models (ACL2022)☆20Jul 18, 2022Updated 3 years ago
- Multi-task modelling extensions for huggingface transformers☆21Mar 3, 2023Updated 2 years ago
- Source code for SummaReranker (ACL 2022)☆25Jan 7, 2024Updated 2 years ago
- ☆24May 22, 2023Updated 2 years ago
- Implementation of ConGen: Unsupervised Control and Generalization Distillation For Sentence Representation (Finding of EMNLP 2022).☆22Sep 13, 2023Updated 2 years ago
- ☆29Dec 15, 2021Updated 4 years ago
- [NeurIPS 2022] Generating Training Data with Language Models: Towards Zero-Shot Language Understanding☆70Sep 18, 2022Updated 3 years ago
- Code release for the paper "Style Vectors for Steering Generative Large Language Models", accepted to the Findings of the EACL 2024.☆36Sep 26, 2024Updated last year
- Knowledge Infused Decoding☆71Dec 31, 2023Updated 2 years ago
- Factual consistency checking model for abstractive summaries (NAACL-22 Findings)☆30May 7, 2022Updated 3 years ago
- We are creating a challenging new benchmark MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models. Retrieval quest…☆31Jul 9, 2020Updated 5 years ago
- DiscoScore: Evaluating Text Generation with BERT and Discourse Coherence☆36Jul 25, 2023Updated 2 years ago
- PyTorch code for "FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization" (NAACL 2022)☆40Sep 15, 2022Updated 3 years ago
- ☆19Apr 14, 2025Updated 10 months ago
- Arabic News Stance Corpus☆11Feb 5, 2021Updated 5 years ago
- [AAAI 2023] Generalized Category Discovery with Decoupled Prototypical Network☆35Jun 22, 2024Updated last year
- EMNLP 2024: Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue☆38May 26, 2025Updated 9 months ago
- Fine-grained Post-training for Improving Retrieval-based Dialogue Systems - NAACL 2021☆95Jul 8, 2021Updated 4 years ago
- Source Code for DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank Utterances (https://arxiv.org/pdf/2012.0…☆79Jan 2, 2022Updated 4 years ago
- Token-free Language Modeling with ByGPT5 & Friends!☆12Jul 18, 2025Updated 7 months ago