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Showing 2701–2750 of 14182 papers

TitleStatusHype
Efficient Nearest Neighbor Language ModelsCode1
TruthfulQA: Measuring How Models Mimic Human FalsehoodsCode1
PermuteFormer: Efficient Relative Position Encoding for Long SequencesCode1
Data Efficient Masked Language Modeling for Vision and LanguageCode1
Learning Hierarchical Structures with Differentiable Nondeterministic StacksCode1
Frustratingly Simple Pretraining Alternatives to Masked Language ModelingCode1
Imposing Relation Structure in Language-Model Embeddings Using Contrastive LearningCode1
-former: Infinite Memory TransformerCode1
CTAL: Pre-training Cross-modal Transformer for Audio-and-Language RepresentationsCode1
Efficient conformer: Progressive downsampling and grouped attention for automatic speech recognitionCode1
MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NERCode1
Sentence Bottleneck Autoencoders from Transformer Language ModelsCode1
Effective Sequence-to-Sequence Dialogue State TrackingCode1
Differentiable Prompt Makes Pre-trained Language Models Better Few-shot LearnersCode1
Selective Differential Privacy for Language ModelingCode1
Want To Reduce Labeling Cost? GPT-3 Can HelpCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
SimVLM: Simple Visual Language Model Pretraining with Weak SupervisionCode1
From Two to One: A New Scene Text Recognizer with Visual Language Modeling NetworkCode1
Pre-training for Ad-hoc Retrieval: Hyperlink is Also You NeedCode1
Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code ContributionsCode1
SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text MiningCode1
Knowledge Perceived Multi-modal Pretraining in E-commerceCode1
Modeling Protein Using Large-scale Pretrain Language ModelCode1
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage RetrievalCode1
DEMix Layers: Disentangling Domains for Modular Language ModelingCode1
BROS: A Pre-trained Language Model Focusing on Text and Layout for Better Key Information Extraction from DocumentsCode1
Noisy Channel Language Model Prompting for Few-Shot Text ClassificationCode1
Knowledge Distillation from BERT Transformer to Speech Transformer for Intent ClassificationCode1
Finetuning Pretrained Transformers into Variational AutoencodersCode1
Controlled Text Generation as Continuous Optimization with Multiple ConstraintsCode1
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text ClassificationCode1
Exploiting BERT For Multimodal Target Sentiment Classification Through Input Space TranslationCode1
PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling CorrectionCode1
ProtAugment: Intent Detection Meta-Learning through Unsupervised Diverse ParaphrasingCode1
Controllable Sentence Simplification with a Unified Text-to-Text Transfer TransformerCode1
CommitBERT: Commit Message Generation Using Pre-Trained Programming Language ModelCode1
Structural Guidance for Transformer Language ModelsCode1
MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem SolvingCode1
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language ProcessingCode1
gaBERT -- an Irish Language ModelCode1
Brazilian Portuguese Speech Recognition Using Wav2vec 2.0Code1
Human-in-the-Loop for Data Collection: a Multi-Target Counter Narrative Dataset to Fight Online Hate SpeechCode1
A Comparison of Methods for OOV-word Recognition on a New Public DatasetCode1
Picard understanding Darmok: A Dataset and Model for Metaphor-Rich Translation in a Constructed LanguageCode1
TAPEX: Table Pre-training via Learning a Neural SQL ExecutorCode1
Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning SkillsCode1
FLEX: Unifying Evaluation for Few-Shot NLPCode1
Codified audio language modeling learns useful representations for music information retrievalCode1
VidLanKD: Improving Language Understanding via Video-Distilled Knowledge TransferCode1
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