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Representation Learning

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Papers

New Intent Discovery with Attracting and Dispersing Prototype COLING 2024
ORTicket: Let One Robust BERT Ticket Transfer across Different Tasks COLING 2024
Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts COLING 2024
PASUM: A Pre-training Architecture for Social Media User Modeling Based on Text Graph COLING 2024
Phonotactic Complexity across Dialects COLING 2024
PIRB: A Comprehensive Benchmark of Polish Dense and Hybrid Text Retrieval Methods COLING 2024
Polish Discourse Corpus (PDC): Corpus Design, ISO-Compliant Annotation, Data Highlights, and Parser Development COLING 2024
Prior Relational Schema Assists Effective Contrastive Learning for Inductive Knowledge Graph Completion COLING 2024
Probing Large Language Models for Scalar Adjective Lexical Semantics and Scalar Diversity Pragmatics COLING 2024
Probing Multimodal Large Language Models for Global and Local Semantic Representations COLING 2024
Projective Methods for Mitigating Gender Bias in Pre-trained Language Models COLING 2024
PromptStream: Self-Supervised News Story Discovery Using Topic-Aware Article Representations COLING 2024
RAAMove: A Corpus for Analyzing Moves in Research Article Abstracts COLING 2024
ReadLet: A Dataset for Oral, Visual and Tactile Text Reading Data of Early and Mature Readers COLING 2024
Reduce Redundancy Then Rerank: Enhancing Code Summarization with a Novel Pipeline Framework COLING 2024
Re-evaluating the Tomes for the Times COLING 2024
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