| Answer-level Calibration for Free-form Multiple Choice Question Answering | May 1, 2022 | FormLanguage Modeling | CodeCode Available | 0 |
| Design principles of an open-source language modeling microservice package for AAC text-entry applications | May 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 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 |
| Continuing Pre-trained Model with Multiple Training Strategies for Emotional Classification | May 1, 2022 | AttributeClassification | —Unverified | 0 |
| Domain-specific knowledge distillation yields smaller and better models for conversational commerce | May 1, 2022 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Language Models as Context-sensitive Word Search Engines | May 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Graph-combined Coreference Resolution Methods on Conversational Machine Reading Comprehension with Pre-trained Language Model | May 1, 2022 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Domain Knowledge Transferring for Pre-trained Language Model via Calibrated Activation Boundary Distillation | May 1, 2022 | Knowledge DistillationLanguage Modeling | CodeCode Available | 0 |
| Large-Scale Multi-Document Summarization with Information Extraction and Compression | May 1, 2022 | Abstractive Text SummarizationDocument Summarization | —Unverified | 0 |
| Self-Programming Artificial Intelligence Using Code-Generating Language Models | Apr 30, 2022 | Code GenerationLanguage Modeling | —Unverified | 0 |
| Visualizing and Explaining Language Models | Apr 30, 2022 | Deep LearningLanguage Modeling | —Unverified | 0 |
| PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining | Apr 29, 2022 | Image ClassificationLanguage Modeling | —Unverified | 0 |
| Vision-Language Pre-Training for Boosting Scene Text Detectors | Apr 29, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 0 |
| Training Language Models with Language Feedback | Apr 29, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model | Apr 28, 2022 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| UBERT: A Novel Language Model for Synonymy Prediction at Scale in the UMLS Metathesaurus | Apr 27, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| RigoBERTa: A State-of-the-Art Language Model For Spanish | Apr 27, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Comprehensive Understanding of Code-mixed Language Semantics using Hierarchical Transformer | Apr 27, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Efficient Machine Translation Domain Adaptation | Apr 26, 2022 | Domain AdaptationLanguage Modeling | CodeCode Available | 0 |
| You Don't Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers' Private Personas | Apr 26, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Parkinson's disease diagnostics using AI and natural language knowledge transfer | Apr 26, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Pretraining Chinese BERT for Detecting Word Insertion and Deletion Errors | Apr 26, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unsupervised Representation Learning of Player Behavioral Data with Confidence Guided Masking | Apr 25, 2022 | Feature EngineeringLanguage Modeling | CodeCode Available | 0 |
| Crystal Transformer: Self-learning neural language model for Generative and Tinkering Design of Materials | Apr 25, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| C3: Continued Pretraining with Contrastive Weak Supervision for Cross Language Ad-Hoc Retrieval | Apr 25, 2022 | ArticlesLanguage Modeling | —Unverified | 0 |
| ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference | Apr 25, 2022 | DecoderInformation Retrieval | —Unverified | 0 |
| Sparsely-gated Mixture-of-Expert Layers for CNN Interpretability | Apr 22, 2022 | image-classificationImage Classification | —Unverified | 0 |
| Locally Aggregated Feature Attribution on Natural Language Model Understanding | Apr 22, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Taygete at SemEval-2022 Task 4: RoBERTa based models for detecting Patronising and Condescending Language | Apr 22, 2022 | ArticlesLanguage Modeling | —Unverified | 0 |
| WaBERT: A Low-resource End-to-end Model for Spoken Language Understanding and Speech-to-BERT Alignment | Apr 22, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Making the Most of Text Semantics to Improve Biomedical Vision--Language Processing | Apr 21, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 0 |
| On the Representation Collapse of Sparse Mixture of Experts | Apr 20, 2022 | ClusteringLanguage Modeling | —Unverified | 0 |
| When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes | Apr 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Detecting Unintended Memorization in Language-Model-Fused ASR | Apr 20, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| DecBERT: Enhancing the Language Understanding of BERT with Causal Attention Masks | Apr 19, 2022 | DecoderLanguage Modeling | —Unverified | 0 |
| Multilingual Syntax-aware Language Modeling through Dependency Tree Conversion | Apr 19, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| UMass PCL at SemEval-2022 Task 4: Pre-trained Language Model Ensembles for Detecting Patronizing and Condescending Language | Apr 18, 2022 | Binary ClassificationData Augmentation | —Unverified | 0 |
| Zero-shot Entity and Tweet Characterization with Designed Conditional Prompts and Contexts | Apr 18, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Context-Aware Language Modeling for Goal-Oriented Dialogue Systems | Apr 18, 2022 | Goal-Oriented Dialogue SystemsLanguage Modeling | —Unverified | 0 |
| LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking | Apr 18, 2022 | cross-modal alignmentDocument AI | CodeCode Available | 0 |
| BLCU-ICALL at SemEval-2022 Task 1: Cross-Attention Multitasking Framework for Definition Modeling | Apr 16, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| WordAlchemy: A transformer-based Reverse Dictionary | Apr 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SimpleBERT: A Pre-trained Model That Learns to Generate Simple Words | Apr 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Text Revision by On-the-Fly Representation Optimization | Apr 15, 2022 | AttributeLanguage Modeling | CodeCode Available | 0 |
| LaMemo: Language Modeling with Look-Ahead Memory | Apr 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Rows from Many Sources: Enriching row completions from Wikidata with a pre-trained Language Model | Apr 14, 2022 | DiversityLanguage Modeling | —Unverified | 0 |
| Curriculum: A Broad-Coverage Benchmark for Linguistic Phenomena in Natural Language Understanding | Apr 13, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| HIT at SemEval-2022 Task 2: Pre-trained Language Model for Idioms Detection | Apr 13, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Do Not Fire the Linguist: Grammatical Profiles Help Language Models Detect Semantic Change | Apr 12, 2022 | Change DetectionLanguage Modeling | —Unverified | 0 |
| Mining Logical Event Schemas From Pre-Trained Language Models | Apr 12, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |