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Techniques

8,241 papers (36 classified directly here)

Subtopics

Model Architecture (4,354) Pretraining (2,483) Attention (1,111) Normalization (341) Attention Mechanism (150)

Papers per year

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Papers (including subtopics)

Plots Made Quickly: An Efficient Approach for Generating Visualizations from Natural Language Queries COLING 2024
Reading Does Not Equal Reading: Comparing, Simulating and Exploiting Reading Behavior across Populations COLING 2024
REFeREE: A REference-FREE Model-Based Metric for Text Simplification COLING 2024
Release of Pre-Trained Models for the Japanese Language COLING 2024
Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models COLING 2024
Rewiring the Transformer with Depth-Wise LSTMs COLING 2024
Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training COLING 2024
Soft-Prompting with Graph-of-Thought for Multi-modal Representation Learning COLING 2024
Speech Analysis of Language Varieties in Italy COLING 2024
Speech Recognition Corpus of the Khinalug Language for Documenting Endangered Languages COLING 2024
The Open-World Lottery Ticket Hypothesis for OOD Intent Classification COLING 2024
TopicDiff: A Topic-enriched Diffusion Approach for Multimodal Conversational Emotion Detection COLING 2024
Jetsons at FinNLP 2024: Towards Understanding the ESG Impact of a News Article Using Transformer-based Models COLING 2024
AQuA – Combining Experts’ and Non-Experts’ Views To Assess Deliberation Quality in Online Discussions Using LLMs COLING 2024
Towards Multi-Modal Co-Reference Resolution in Conversational Shopping Agents COLING 2024
ÚFAL LatinPipe at EvaLatin 2024: Morphosyntactic Analysis of Latin COLING 2024
Ancient Chinese Punctuation via In-Context Learning COLING 2024
A Novel Approach for Root Selection in the Dependency Parsing COLING 2024
Arabic Speech Recognition of zero-resourced Languages: A case of Shehri (Jibbali) Language COLING 2024
ASOS at OSACT6 Shared Task: Investigation of Data Augmentation in Arabic Dialect-MSA Translation COLING 2024
BERTbek: A Pretrained Language Model for Uzbek COLING 2024
Convergence of Gradient Descent with Small Initialization for Unregularized Matrix Completion COLT 2024
Pruning is Optimal for Learning Sparse Features in High-Dimensions COLT 2024
EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything CVPR 2024
FocSAM: Delving Deeply into Focused Objects in Segmenting Anything CVPR 2024