| Improving Event Temporal Relation Classification via Auxiliary Label-Aware Contrastive Learning | Oct 1, 2022 | Contrastive LearningData Augmentation | —Unverified | 0 |
| An Exploration of Prompt-Based Zero-Shot Relation Extraction Method | Oct 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks | Oct 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MALM: Mixing Augmented Language Modeling for Zero-Shot Machine Translation | Oct 1, 2022 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| LambdaKG: A Library for Pre-trained Language Model-Based Knowledge Graph Embeddings | Oct 1, 2022 | Graph Representation LearningKnowledge Graph Completion | CodeCode Available | 2 |
| Augmentation Invariant Discrete Representation for Generative Spoken Language Modeling | Sep 30, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SpeechLM: Enhanced Speech Pre-Training with Unpaired Textual Data | Sep 30, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Underspecification in Language Modeling Tasks: A Causality-Informed Study of Gendered Pronoun Resolution | Sep 30, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Few-shot Text Classification with Dual Contrastive Consistency | Sep 29, 2022 | ClassificationContrastive Learning | —Unverified | 0 |
| Toward Trustworthy Neural Program Synthesis | Sep 29, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Bidirectional Language Models Are Also Few-shot Learners | Sep 29, 2022 | DenoisingLanguage Modeling | —Unverified | 0 |
| Repairing Bugs in Python Assignments Using Large Language Models | Sep 29, 2022 | ChunkingLanguage Modeling | —Unverified | 0 |
| polyBERT: A chemical language model to enable fully machine-driven ultrafast polymer informatics | Sep 29, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Supervised Contrastive Learning as Multi-Objective Optimization for Fine-Tuning Large Pre-trained Language Models | Sep 28, 2022 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| Who is GPT-3? An Exploration of Personality, Values and Demographics | Sep 28, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Improving alignment of dialogue agents via targeted human judgements | Sep 28, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Keyword Extraction from Short Texts with a Text-To-Text Transfer Transformer | Sep 28, 2022 | Keyword ExtractionLanguage Modeling | —Unverified | 0 |
| ArNLI: Arabic Natural Language Inference for Entailment and Contradiction Detection | Sep 28, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Breaking Time Invariance: Assorted-Time Normalization for RNNs | Sep 28, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A general-purpose material property data extraction pipeline from large polymer corpora using Natural Language Processing | Sep 27, 2022 | ArticlesLanguage Modeling | CodeCode Available | 1 |
| End-to-End Lyrics Recognition with Self-supervised Learning | Sep 26, 2022 | Contrastive LearningDomain Generalization | —Unverified | 0 |
| Entailment Semantics Can Be Extracted from an Ideal Language Model | Sep 26, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Learning Chess With Language Models and Transformers | Sep 24, 2022 | Few-Shot LearningLanguage Modeling | —Unverified | 0 |
| Whodunit? Learning to Contrast for Authorship Attribution | Sep 23, 2022 | Authorship AttributionContrastive Learning | CodeCode Available | 0 |
| LGDN: Language-Guided Denoising Network for Video-Language Modeling | Sep 23, 2022 | DenoisingLanguage Modeling | —Unverified | 0 |