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Representation Learning

20,822 papers

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Papers

Refining Idioms Semantics Comprehension via Contrastive Learning and Cross-Attention COLING 2024
Reflecting the Male Gaze: Quantifying Female Objectification in 19th and 20th Century Novels COLING 2024
Related Work Is All You Need COLING 2024
Scale-VAE: Preventing Posterior Collapse in Variational Autoencoder COLING 2024
SDA: Simple Discrete Augmentation for Contrastive Sentence Representation Learning COLING 2024
Semantic Role Labeling Guided Out-of-distribution Detection COLING 2024
Semantics-Aware Dual Graph Convolutional Networks for Argument Pair Extraction COLING 2024
SentiCSE: A Sentiment-aware Contrastive Sentence Embedding Framework with Sentiment-guided Textual Similarity COLING 2024
Sequential and Repetitive Pattern Learning for Temporal Knowledge Graph Reasoning COLING 2024
ShadowSense: A Multi-annotated Dataset for Evaluating Word Sense Induction COLING 2024
SoftMCL: Soft Momentum Contrastive Learning for Fine-grained Sentiment-aware Pre-training COLING 2024
SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity Levels COLING 2024
StructAM: Enhancing Address Matching through Semantic Understanding of Structure-aware Information COLING 2024
Structure-aware Fine-tuning for Code Pre-trained Models COLING 2024
Sub-Table Rescorer for Table Question Answering COLING 2024
Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction COLING 2024
text2story: A Python Toolkit to Extract and Visualize Story Components of Narrative Text COLING 2024
Textual Coverage of Eventive Entries in Lexical Semantic Resources COLING 2024
The Contextual Variability of English Nouns: The Impact of Categorical Specificity beyond Conceptual Concreteness COLING 2024
TIGER: A Unified Generative Model Framework for Multimodal Dialogue Response Generation COLING 2024
Topic-Controllable Summarization: Topic-Aware Evaluation and Transformer Methods COLING 2024
Topic Detection and Tracking with Time-Aware Document Embeddings COLING 2024
Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural Networks COLING 2024
Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database COLING 2024
Transformer-based Joint Modelling for Automatic Essay Scoring and Off-Topic Detection COLING 2024