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Representation Learning

20,822 papers

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Papers

Deriving Entity-Specific Embeddings from Multi-Entity Sequences COLING 2024
DET: A Dual-Encoding Transformer for Relational Graph Embedding COLING 2024
Discourse Structure for the Minecraft Corpus COLING 2024
DMON: A Simple Yet Effective Approach for Argument Structure Learning COLING 2024
DP-CRE: Continual Relation Extraction via Decoupled Contrastive Learning and Memory Structure Preservation COLING 2024
DRAMA: Dynamic Multi-Granularity Graph Estimate Retrieval over Tabular and Textual Question Answering COLING 2024
EMAD: A Bridge Tagset for Unifying Arabic POS Annotations COLING 2024
Empowering Oneida Language Revitalization: Development of an Oneida Verb Conjugator COLING 2024
Enhancing Cross-Document Event Coreference Resolution by Discourse Structure and Semantic Information COLING 2024
Enhancing Knowledge Selection via Multi-level Document Semantic Graph COLING 2024
Enhancing Phrase Representation by Information Bottleneck Guided Text Diffusion Process for Keyphrase Extraction COLING 2024
Error-Robust Retrieval for Chinese Spelling Check COLING 2024
ESCP: Enhancing Emotion Recognition in Conversation with Speech and Contextual Prefixes COLING 2024
Estimating Lexical Complexity from Document-Level Distributions COLING 2024
Evaluating Word Expansion for Multilingual Sentiment Analysis of Parliamentary Speech COLING 2024
Event Representation Learning with Multi-Grained Contrastive Learning and Triple-Mixture of Experts COLING 2024
EVil-Probe - a Composite Benchmark for Extensive Visio-Linguistic Probing COLING 2024
Exploring Geometric Representational Disparities between Multilingual and Bilingual Translation Models COLING 2024
Exploring Interpretability of Independent Components of Word Embeddings with Automated Word Intruder Test COLING 2024
Exploring Neural Topic Modeling on a Classical Latin Corpus COLING 2024
FCDS: Fusing Constituency and Dependency Syntax into Document-Level Relation Extraction COLING 2024
Few-Shot Learning for Cold-Start Recommendation COLING 2024
Few-Shot Relation Extraction with Hybrid Visual Evidence COLING 2024
Finding Educationally Supportive Contexts for Vocabulary Learning with Attention-Based Models COLING 2024
FORECAST2023: A Forecast and Reasoning Corpus of Argumentation Structures COLING 2024