| Exploiting Language Model Prompts Using Similarity Measures: A Case Study on the Word-in-Context Task | May 1, 2022 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| -former: Infinite Memory Transformer | May 1, 2022 | Dialogue GenerationLanguage Modeling | CodeCode Available | 1 |
| Fire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games | May 1, 2022 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 0 |
| Enhancing Chinese Pre-trained Language Model via Heterogeneous Linguistics Graph | May 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Imputing Out-of-Vocabulary Embeddings with LOVE Makes LanguageModels Robust with Little Cost | May 1, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| An Embarrassingly Simple Method to Mitigate Undesirable Properties of Pretrained Language Model Tokenizers | May 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Domain Knowledge Transferring for Pre-trained Language Model via Calibrated Activation Boundary Distillation | May 1, 2022 | Knowledge DistillationLanguage Modeling | CodeCode Available | 0 |
| Language Models as Context-sensitive Word Search Engines | May 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Knowledge storage and semantic space alignment Method for Multi-documents dialogue generation | May 1, 2022 | ArticlesDialogue Generation | —Unverified | 0 |
| Debiasing Pre-Trained Language Models via Efficient Fine-Tuning | May 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Controlled Text Generation Using Dictionary Prior in Variational Autoencoders | May 1, 2022 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| Continuing Pre-trained Model with Multiple Training Strategies for Emotional Classification | May 1, 2022 | AttributeClassification | —Unverified | 0 |
| Dataset Debt in Biomedical Language Modeling | May 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Leveraging Similar Users for Personalized Language Modeling with Limited Data | May 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Extracting Person Names from User Generated Text: Named-Entity Recognition for Combating Human Trafficking | May 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| DS-TOD: Efficient Domain Specialization for Task-Oriented Dialog | May 1, 2022 | dialog state trackingLanguage Modeling | CodeCode Available | 0 |
| “Is Whole Word Masking Always Better for Chinese BERT?”: Probing on Chinese Grammatical Error Correction | May 1, 2022 | Grammatical Error CorrectionLanguage Modeling | —Unverified | 0 |
| KIQA: Knowledge-Infused Question Answering Model for Financial Table-Text Data | May 1, 2022 | Entity LinkingEntity Retrieval | —Unverified | 0 |
| Adaptive Differential Privacy for Language Model Training | May 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Combining Extraction and Generation for Constructing Belief-Consequence Causal Links | May 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Enhancing Cross-lingual Natural Language Inference by Prompt-learning from Cross-lingual Templates | May 1, 2022 | Cross-Lingual Natural Language InferenceCross-Lingual Transfer | CodeCode Available | 0 |
| AlephBERT: Language Model Pre-training and Evaluation from Sub-Word to Sentence Level | May 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model | May 1, 2022 | Goal-Oriented DialogLanguage Modeling | —Unverified | 0 |
| EICO: Improving Few-Shot Text Classification via Explicit and Implicit Consistency Regularization | May 1, 2022 | Few-Shot LearningFew-Shot Text Classification | —Unverified | 0 |
| Composing Structure-Aware Batches for Pairwise Sentence Classification | May 1, 2022 | ClassificationLanguage Modeling | CodeCode Available | 0 |
