Natural Language Model
- Energy-Based Models for Text.
arxiv
Dialog
- Recipes for building an open-domain chatbot.
arxiv
Generate Adversarial Model
- FastWordBug: A Fast Method To Generate Adversarial Text Against NLP Applications.
arxiv
- Rapid Adaptation of BERT for Information Extraction on Domain-Specific Business Documents.
arxiv
Language Model
- BERT-of-Theseus: Compressing BERT by Progressive Module Replacing.
arxiv code
- BERTweet: A pre-trained language model for English Tweets.
arxiv code
- Blank Language Models.
arxiv
- Controlling Computation versus Quality for Neural Sequence Models.
arxiv
- ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators.
arxiv code :star:
- Extending Multilingual BERT to Low-Resource Languages.
arxiv
- Limits of Detecting Text Generated by Large-Scale Language Models.
arxiv
- PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation.
arxiv
- Pretrained Transformers Improve Out-of-Distribution Robustness.
arxiv
- Semantics-aware BERT for Language Understanding.
arxiv code
Pos-tagging
- Joint Embedding in Named Entity Linking on Sentence Level.
arxiv
QA
- AmbigQA: Answering Ambiguous Open-domain Questions.
arxiv
- Asking and Answering Questions to Evaluate the Factual Consistency of Summaries.
arxiv
- Conversational Question Answering over Passages by Leveraging Word Proximity Networks.
arxiv code
- Probing Emergent Semantics in Predictive Agents via Question Answering.
arxiv
- Unsupervised Commonsense Question Answering with Self-Talk.
arxiv code
Text Classification
- Light-Weighted CNN for Text Classification.
arxiv
- Multi-Label Text Classification using Attention-based Graph Neural Network.
arxiv
Text Generation
- NUBIA: NeUral Based Interchangeability Assessor for Text Generation.
arxiv
- Polarized-VAE: Proximity Based Disentangled Representation Learning for Text Generation.
arxiv
- Reverse Engineering Configurations of Neural Text Generation Models.
arxiv