| Rethinking Style Transformer by Energy-based Interpretation: Adversarial Unsupervised Style Transfer using Pretrained Model | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| When More is not Necessary Better: Multilingual Auxiliary Tasks for Zero-Shot Cross-Lingual Transfer of Hate Speech Detection Models | Jan 16, 2022 | Cross-Lingual TransferHate Speech Detection | —Unverified | 0 |
| UBERT: A Novel Language Model for Synonymy Prediction at Scale in the UMLS Metathesaurus | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Seq-GAN-BERT:Sequence Generative Adversarial Learning for Low-resource Name Entity Recognition | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic Parsing | Jan 16, 2022 | Code GenerationKnowledge Distillation | —Unverified | 0 |
| Progressive Class Semantic Matching for Semi-supervised Text Classification | Jan 16, 2022 | ClassificationLanguage Modeling | —Unverified | 0 |
| ValCAT: Generating Variable-Length Contextualized Adversarial Transformations using Encoder-Decoder | Jan 16, 2022 | DecoderLanguage Modeling | CodeCode Available | 0 |
| Minimally-Supervised Relation Induction from Pre-trained Language Model | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards Interactive Language Modeling | Jan 16, 2022 | Language AcquisitionLanguage Modeling | —Unverified | 0 |
| ProcessBERT: Towards Equivalence Judgment of Variable Definitions among Multiple Engineering Documents | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multi-Stage Pre-Training for Math-Understanding: ^2(AL)BERT | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Mix and Match: Learning-free Controllable Text Generation using Energy Language Models | Jan 16, 2022 | AttributeLanguage Modeling | —Unverified | 0 |
| When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Quantifying Adaptability in Pre-trained Language Models with 500 Tasks | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| STT: Soft Template Tuning for Few-Shot Learning | Jan 16, 2022 | Few-Shot LearningLanguage Modeling | —Unverified | 0 |
| Improving Coherence of Language Model Generation with Latent Semantic State | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Hardness Masking via Auto-Regressive Language Model | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CL-ReKD: Cross-lingual Knowledge Distillation for Multilingual Retrieval Question Answering | Jan 16, 2022 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation | Jan 16, 2022 | Dialogue GenerationLanguage Modeling | —Unverified | 0 |
| Deep Continuous Prompt for Contrastive Learning of Sentence Embeddings | Jan 16, 2022 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| Low Resource Style Transfer via Domain Adaptive Meta Learning | Jan 16, 2022 | General KnowledgeLanguage Modeling | —Unverified | 0 |
| CodeBPE: Investigating Subtokenization Options for Large Language Model Pretraining on Source Code | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Jointly Reinforced User Simulator and Task-oriented Dialog System with Simplified Generative Architecture | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| DOCmT5: Document-Level Pre-training of Multilingual Language Models | Jan 16, 2022 | de-enDocument Translation | —Unverified | 0 |
| Efficient Hierarchical Domain Adaptation for Pretrained Language Models | Jan 16, 2022 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Learning To Retrieve Prompts for In-Context Learning | Jan 16, 2022 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Applying SoftTriple Loss for Supervised Language Model Fine Tuning | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Exposing the Limits of Video-Text Models through Contrast Sets | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Causal Distillation for Language Models | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Causal Language Model for Zero-shot Constrained Keyphrase Generation | Jan 16, 2022 | Keyphrase GenerationLanguage Modeling | —Unverified | 0 |
| Hierarchical Transformers Are More Efficient Language Models | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Don’t Forget About Pronouns: Removing Gender Bias in Language Models without Losing Factual Gender Information | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Disaggregating Hops: Can We Guide a Multi-Hop Reasoning Language Model to Incrementally Learn at each Hop? | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning Cross-Lingual IR from an English Retriever | Jan 16, 2022 | Cross-Lingual Information RetrievalInformation Retrieval | —Unverified | 0 |
| Data Augmentation for Biomedical Factoid Question Answering | Jan 16, 2022 | Data AugmentationInformation Retrieval | —Unverified | 0 |
| Lacuna Reconstruction: Self-supervised Pre-training for Low-Resource Historical Document Transcription | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Fine-tuning Strategies for Domain Specific Question Answering under Low Annotation Budget Constraints | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Masked Segmental Language Model for Unsupervised Natural Language Segmentation | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Commonsense Knowledge Transfer for Pre-trained Language Models | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Efficient Machine Translation Domain Adaptation | Jan 16, 2022 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Curriculum: A Broad-Coverage Benchmark for Linguistic Phenomena in Natural Language Understanding | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Bridge the Gap Between CV and NLP! A Gradient-based Textual Adversarial Attack Framework | Jan 16, 2022 | Adversarial AttackLanguage Modeling | —Unverified | 0 |
| How do QA models combine knowledge from LM and 100 passages? | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| EiCi: A New Method of Dynamic Embedding Incorporating Contextual Information in Chinese NER | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Breaking Character: Are Subwords Good Enough for MRLs After All? | Jan 16, 2022 | AllExtractive Question-Answering | —Unverified | 0 |
| Cross-Lingual Speaker Identification from Weak Local Evidence | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Novel Multi-Task Learning Method for Symbolic Music Emotion Recognition | Jan 15, 2022 | Emotion RecognitionLanguage Modeling | —Unverified | 0 |
| A Dual Prompt Learning Framework for Few-Shot Dialogue State Tracking | Jan 15, 2022 | Dialogue State TrackingLanguage Modeling | —Unverified | 0 |
| The Dark Side of the Language: Pre-trained Transformers in the DarkNet | Jan 14, 2022 | Domain AdaptationLanguage Modeling | —Unverified | 0 |