| 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 |
| Adaptation of domain-specific transformer models with text oversampling for sentiment analysis of social media posts on Covid-19 vaccines | Sep 22, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Deep Learning Based Page Creation for Improving E-Commerce Organic Search Traffic | Sep 22, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Prompting for a conversation: How to control a dialog model? | Sep 22, 2022 | DiversityLanguage Modeling | —Unverified | 0 |
| Semantically Consistent Data Augmentation for Neural Machine Translation via Conditional Masked Language Model | Sep 22, 2022 | Data AugmentationDiversity | CodeCode Available | 0 |
| Mega: Moving Average Equipped Gated Attention | Sep 21, 2022 | Image ClassificationInductive Bias | CodeCode Available | 2 |
| WeLM: A Well-Read Pre-trained Language Model for Chinese | Sep 21, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Generate rather than Retrieve: Large Language Models are Strong Context Generators | Sep 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Generalizing through Forgetting -- Domain Generalization for Symptom Event Extraction in Clinical Notes | Sep 20, 2022 | Domain GeneralizationEvent Extraction | —Unverified | 0 |
| LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging | Sep 20, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| A Few-shot Approach to Resume Information Extraction via Prompts | Sep 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models | Sep 20, 2022 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |
| Probabilistic Generative Transformer Language models for Generative Design of Molecules | Sep 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Relaxed Attention for Transformer Models | Sep 20, 2022 | DecoderImage Classification | —Unverified | 0 |
| From Disfluency Detection to Intent Detection and Slot Filling | Sep 17, 2022 | Intent DetectionLanguage Modeling | CodeCode Available | 0 |
| Selective Token Generation for Few-shot Natural Language Generation | Sep 17, 2022 | Data-to-Text GenerationLanguage Modeling | CodeCode Available | 0 |
| The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding | Sep 16, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning | Sep 16, 2022 | HallucinationLanguage Modeling | —Unverified | 0 |
| Can Offline Reinforcement Learning Help Natural Language Understanding? | Sep 15, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Stateful Memory-Augmented Transformers for Efficient Dialogue Modeling | Sep 15, 2022 | DecoderDialogue Generation | CodeCode Available | 0 |
| TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter | Sep 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| PTab: Using the Pre-trained Language Model for Modeling Tabular Data | Sep 15, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| uChecker: Masked Pretrained Language Models as Unsupervised Chinese Spelling Checkers | Sep 15, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| OmniVL:One Foundation Model for Image-Language and Video-Language Tasks | Sep 15, 2022 | Action ClassificationAction Recognition | —Unverified | 0 |
| Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach | Sep 15, 2022 | DiversityLanguage Modeling | CodeCode Available | 1 |
| SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation | Sep 14, 2022 | Contrastive Learningdialog state tracking | —Unverified | 0 |