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Language Modeling

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TitleStatusHype
Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language ModelCode1
Linking Emergent and Natural Languages via Corpus TransferCode1
Mix and Match: Learning-free Controllable Text Generation using Energy Language ModelsCode1
What to Hide from Your Students: Attention-Guided Masked Image ModelingCode1
HOP: History-and-Order Aware Pre-training for Vision-and-Language NavigationCode1
Language modeling via stochastic processesCode1
TCM-SD: A Benchmark for Probing Syndrome Differentiation via Natural Language ProcessingCode1
How does the pre-training objective affect what large language models learn about linguistic properties?Code1
Dependency-based Mixture Language ModelsCode1
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet ExtractionCode1
In-Context Learning for Few-Shot Dialogue State TrackingCode1
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training DataCode1
KinyaBERT: a Morphology-aware Kinyarwanda Language ModelCode1
Representation Learning for Resource-Constrained Keyphrase GenerationCode1
ReACC: A Retrieval-Augmented Code Completion FrameworkCode1
Imputing Out-of-Vocabulary Embeddings with LOVE Makes Language Models Robust with Little CostCode1
Pretrained Domain-Specific Language Model for General Information Retrieval Tasks in the AEC DomainCode1
NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language TasksCode1
InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NERCode1
Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State TrackingCode1
Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language ModelsCode1
Mukayese: Turkish NLP Strikes BackCode1
Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text RepresentationCode1
Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification TasksCode1
Logical Fallacy DetectionCode1
Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence LearningCode1
Interpreting Language Models with Contrastive ExplanationsCode1
Transformer Quality in Linear TimeCode1
cosFormer: Rethinking Softmax in AttentionCode1
LAMP: Extracting Text from Gradients with Language Model PriorsCode1
Should You Mask 15% in Masked Language Modeling?Code1
Neighborhood Contrastive Learning for Scientific Document Representations with Citation EmbeddingsCode1
Topic Discovery via Latent Space Clustering of Pretrained Language Model RepresentationsCode1
Self-Supervised Representation Learning for Speech Using Visual Grounding and Masked Language ModelingCode1
Unified Scaling Laws for Routed Language ModelsCode1
What Has Been Enhanced in my Knowledge-Enhanced Language Model?Code1
Regression Transformer: Concurrent sequence regression and generation for molecular language modelingCode1
MVPTR: Multi-Level Semantic Alignment for Vision-Language Pre-Training via Multi-Stage LearningCode1
Neural Grapheme-to-Phoneme Conversion with Pre-trained Grapheme ModelsCode1
Korean-Specific Dataset for Table Question AnsweringCode1
Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt VerbalizerCode1
Improving Mandarin End-to-End Speech Recognition with Word N-gram Language ModelCode1
A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language ModelCode1
EvoMoE: An Evolutional Mixture-of-Experts Training Framework via Dense-To-Sparse GateCode1
Visual Semantics Allow for Textual Reasoning Better in Scene Text RecognitionCode1
ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and GenerationCode1
Learning To Retrieve Prompts for In-Context LearningCode1
Self-Supervised Learning for speech recognition with Intermediate layer supervisionCode1
AcTune: Uncertainty-aware Active Self-Training for Semi-Supervised Active Learning with Pretrained Language ModelsCode1
Efficient Hierarchical Domain Adaptation for Pretrained Language ModelsCode1
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