| Which side are you on? Insider-Outsider classification in conspiracy-theoretic social media | Mar 8, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NER | Mar 8, 2022 | Entity TypingFew-Shot Learning | CodeCode Available | 1 |
| HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks | Mar 8, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Input-Tuning: Adapting Unfamiliar Inputs to Frozen Pretrained Models | Mar 7, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unfreeze with Care: Space-Efficient Fine-Tuning of Semantic Parsing Models | Mar 5, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models | Mar 4, 2022 | DecoderGPU | CodeCode Available | 2 |
| Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking | Mar 3, 2022 | Abstractive Dialogue SummarizationDialogue State Tracking | CodeCode Available | 1 |
| A Deep Neural Framework for Image Caption Generation Using GRU-Based Attention Mechanism | Mar 3, 2022 | Caption GenerationDecoder | —Unverified | 0 |
| Mukayese: Turkish NLP Strikes Back | Mar 2, 2022 | BenchmarkingLanguage Modeling | CodeCode Available | 1 |
| Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models | Mar 2, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at Scale | Mar 1, 2022 | Inductive BiasLanguage Modeling | —Unverified | 0 |
| Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation | Mar 1, 2022 | Constituency Grammar InductionLanguage Modeling | CodeCode Available | 1 |
| "Is Whole Word Masking Always Better for Chinese BERT?": Probing on Chinese Grammatical Error Correction | Mar 1, 2022 | Grammatical Error CorrectionLanguage Modeling | —Unverified | 0 |
| CINO: A Chinese Minority Pre-trained Language Model | Feb 28, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Cross-Lingual Text Classification with Multilingual Distillation and Zero-Shot-Aware Training | Feb 28, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks | Feb 28, 2022 | Data AugmentationLanguage Modeling | CodeCode Available | 1 |
| Logical Fallacy Detection | Feb 28, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Controllable Natural Language Generation with Contrastive Prefixes | Feb 27, 2022 | AttributeLanguage Modeling | —Unverified | 0 |
| A Systematic Evaluation of Large Language Models of Code | Feb 26, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning | Feb 26, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Oolong: Investigating What Makes Transfer Learning Hard with Controlled Studies | Feb 24, 2022 | Cross-Lingual TransferLanguage Modeling | CodeCode Available | 0 |
| From Natural Language to Simulations: Applying GPT-3 Codex to Automate Simulation Modeling of Logistics Systems | Feb 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Korean Tokenization for Beam Search Rescoring in Speech Recognition | Feb 22, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Evaluating Persian Tokenizers | Feb 22, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| VU-BERT: A Unified framework for Visual Dialog | Feb 22, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Adaptive Discounting of Implicit Language Models in RNN-Transducers | Feb 21, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Interpreting Language Models with Contrastive Explanations | Feb 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Transformer Quality in Linear Time | Feb 21, 2022 | 8kLanguage Modeling | CodeCode Available | 1 |
| StyleBERT: Chinese pretraining by font style information | Feb 21, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Contextual Semantic Embeddings for Ontology Subsumption Prediction | Feb 20, 2022 | Knowledge Graph EmbeddingsLanguage Modeling | CodeCode Available | 2 |
| Reward Modeling for Mitigating Toxicity in Transformer-based Language Models | Feb 19, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| From FreEM to D'AlemBERT: a Large Corpus and a Language Model for Early Modern French | Feb 18, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| When BERT Meets Quantum Temporal Convolution Learning for Text Classification in Heterogeneous Computing | Feb 17, 2022 | ClassificationCPU | —Unverified | 0 |
| LAMP: Extracting Text from Gradients with Language Model Priors | Feb 17, 2022 | Federated LearningLanguage Modeling | CodeCode Available | 1 |
| A Survey of Knowledge-Intensive NLP with Pre-Trained Language Models | Feb 17, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| cosFormer: Rethinking Softmax in Attention | Feb 17, 2022 | D4RLLanguage Modeling | CodeCode Available | 1 |
| Capitalization Normalization for Language Modeling with an Accurate and Efficient Hierarchical RNN Model | Feb 16, 2022 | Federated LearningLanguage Modeling | —Unverified | 0 |
| Knowledge Transfer from Large-scale Pretrained Language Models to End-to-end Speech Recognizers | Feb 16, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Should You Mask 15% in Masked Language Modeling? | Feb 16, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| XFBoost: Improving Text Generation with Controllable Decoders | Feb 16, 2022 | DescriptiveLanguage Modeling | —Unverified | 0 |
| Text-Based Action-Model Acquisition for Planning | Feb 15, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Misinformation Detection in Social Media Video Posts | Feb 15, 2022 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings | Feb 14, 2022 | Citation PredictionContrastive Learning | CodeCode Available | 1 |
| Can Machines Help Us Answering Question 16 in Datasheets, and In Turn Reflecting on Inappropriate Content? | Feb 14, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 4 |
| USTED: Improving ASR with a Unified Speech and Text Encoder-Decoder | Feb 12, 2022 | DecoderLanguage Modeling | —Unverified | 0 |
| What Does it Mean for a Language Model to Preserve Privacy? | Feb 11, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Online Decision Transformer | Feb 11, 2022 | D4RLEfficient Exploration | CodeCode Available | 2 |
| ProteinBERT: a universal deep-learning model of protein sequence and function | Feb 10, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Improving Automatic Speech Recognition for Non-Native English with Transfer Learning and Language Model Decoding | Feb 10, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| AdaPrompt: Adaptive Model Training for Prompt-based NLP | Feb 10, 2022 | Continual PretrainingLanguage Modeling | —Unverified | 0 |