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Language Modeling

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TitleStatusHype
Bridging Information-Theoretic and Geometric Compression in Language ModelsCode0
Adaptive Classifier-Free Guidance via Dynamic Low-Confidence MaskingCode0
Few-shot learning through contextual data augmentationCode0
IPAD: Iterative, Parallel, and Diffusion-based Network for Scene Text RecognitionCode0
IPOD: An Industrial and Professional Occupations Dataset and its Applications to Occupational Data Mining and AnalysisCode0
IPO: Your Language Model is Secretly a Preference ClassifierCode0
From Captions to Visual Concepts and BackCode0
Exploring Personalized Health Support through Data-Driven, Theory-Guided LLMs: A Case Study in Sleep HealthCode0
DIBERT: Dependency Injected Bidirectional Encoder Representations from TransformersCode0
Electoral Agitation Data Set: The Use Case of the Polish ElectionCode0
GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language ModelsCode0
ELECTRA is a Zero-Shot Learner, TooCode0
Learning Syntax Without Planting Trees: Understanding When and Why Transformers Generalize HierarchicallyCode0
Exploring Possibilities of AI-Powered Legal Assistance in Bangladesh through Large Language ModelingCode0
Is a Single Vector Enough? Exploring Node Polysemy for Network EmbeddingCode0
An Analysis of Neural Language Modeling at Multiple ScalesCode0
Graphemic Normalization of the Perso-Arabic ScriptCode0
An Investigation of Noise in Morphological InflectionCode0
Elevating Code-mixed Text Handling through Auditory Information of WordsCode0
Deep Learning for Source Code Modeling and Generation: Models, Applications and ChallengesCode0
From Bytes to Borsch: Fine-Tuning Gemma and Mistral for the Ukrainian Language RepresentationCode0
CoPrUS: Consistency Preserving Utterance Synthesis towards more realistic benchmark dialoguesCode0
Is Conversational XAI All You Need? Human-AI Decision Making With a Conversational XAI AssistantCode0
Graph-based Uncertainty Metrics for Long-form Language Model OutputsCode0
Long Range Language Modeling via Gated State SpacesCode0
An Ensemble Approach to Acronym Extraction using TransformersCode0
Is GPT-3 a Good Data Annotator?Code0
Few-Shot NLG with Pre-Trained Language ModelCode0
Is It Navajo? Accurate Language Detection in Endangered Athabaskan LanguagesCode0
ColBERT Retrieval and Ensemble Response Scoring for Language Model Question AnsweringCode0
CEV-LM: Controlled Edit Vector Language Model for Shaping Natural Language GenerationsCode0
Is Modularity Transferable? A Case Study through the Lens of Knowledge DistillationCode0
Is Multilingual BERT Fluent in Language Generation?Code0
Bridging the Digital Divide: Performance Variation across Socio-Economic Factors in Vision-Language ModelsCode0
Elliptical AttentionCode0
Cross-modal RAG: Sub-dimensional Retrieval-Augmented Text-to-Image GenerationCode0
COrAL: Order-Agnostic Language Modeling for Efficient Iterative RefinementCode0
CEval: A Benchmark for Evaluating Counterfactual Text GenerationCode0
ISR-LLM: Iterative Self-Refined Large Language Model for Long-Horizon Sequential Task PlanningCode0
Learning to Describe for Predicting Zero-shot Drug-Drug InteractionsCode0
Is Supervised Syntactic Parsing Beneficial for Language Understanding? An Empirical InvestigationCode0
Retrieval-Pretrained Transformer: Long-range Language Modeling with Self-retrievalCode0
An Empirical Comparison of Generative Approaches for Product Attribute-Value IdentificationCode0
A Reality Check on Context Utilisation for Retrieval-Augmented GenerationCode0
Is Training Data Quality or Quantity More Impactful to Small Language Model Performance?Code0
A Masked Segmental Language Model for Unsupervised Natural Language SegmentationCode0
Grammar Induction with Neural Language Models: An Unusual ReplicationCode0
Embedded Named Entity Recognition using Probing ClassifiersCode0
Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented GenerationCode0
Exploring RWKV for Sentence Embeddings: Layer-wise Analysis and Baseline Comparison for Semantic SimilarityCode0
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