| 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 |