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Language Modeling

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TitleStatusHype
Evaluating Distributional Distortion in Neural Language Modeling—0
Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5)Code2
Mix and Match: Learning-free Controllable Text Generation using Energy Language ModelsCode1
Multi-armed bandits for resource efficient, online optimization of language model pre-training: the use case of dynamic maskingCode0
Token Dropping for Efficient BERT Pretraining—0
What to Hide from Your Students: Attention-Guided Masked Image ModelingCode1
Prompt-based System for Personality and Interpersonal Reactivity Prediction—0
Linearizing Transformer with Key-Value Memory—0
HOP: History-and-Order Aware Pre-training for Vision-and-Language NavigationCode1
Towards Textual Out-of-Domain Detection without In-Domain Labels—0
Better Language Model with Hypernym Class PredictionCode0
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
Immersive Text Game and Personality Classification—0
Distinguishing Non-natural from Natural Adversarial Samples for More Robust Pre-trained Language ModelCode0
Dependency-based Mixture Language ModelsCode1
HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information—0
Universal Conditional Masked Language Pre-training for Neural Machine Translation—0
Triangular Transfer: Freezing the Pivot for Triangular Machine Translation—0
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet ExtractionCode1
TA-SBERT: Token Attention Sentence-BERT for Improving Sentence Representation—0
Linking Theories and Methods in Cognitive Sciences via Joint Embedding of the Scientific Literature: The Example of Cognitive ControlCode0
Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure—0
In-Context Learning for Few-Shot Dialogue State TrackingCode1
KinyaBERT: a Morphology-aware Kinyarwanda Language ModelCode1
Geographic Adaptation of Pretrained Language ModelsCode0
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training DataCode1
Memorizing TransformersCode2
Evaluating the Text-to-SQL Capabilities of Large Language Models—0
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective DistillationCode0
Imputing Out-of-Vocabulary Embeddings with LOVE Makes Language Models Robust with Little CostCode1
Representation Learning for Resource-Constrained Keyphrase GenerationCode1
UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL—0
ReACC: A Retrieval-Augmented Code Completion FrameworkCode1
PERT: Pre-training BERT with Permuted Language ModelCode2
CoNTACT: A Dutch COVID-19 Adapted BERT for Vaccine Hesitancy and Argumentation Detection—0
Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-modal Knowledge Transfer—0
Efficient Language Modeling with Sparse all-MLP—0
Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation—0
Block-Recurrent TransformersCode2
Are discrete units necessary for Spoken Language Modeling?—0
Compilable Neural Code Generation with Compiler Feedback—0
MVP: Multimodality-guided Visual Pre-training—0
Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition—0
NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language TasksCode1
HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing—0
A practical framework for multi-domain speech recognition and an instance sampling method to neural language modeling—0
LEMON: LanguagE ModeL for Negative Sampling of Knowledge Graph Embeddings—0
Pretrained Domain-Specific Language Model for General Information Retrieval Tasks in the AEC DomainCode1
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