conftrace_
← Core Methods
Machine Learning › Core Methods ›

Representation Learning

18,863 papers

Papers per year

Papers

VISaGE: Understanding Visual Generics and Exceptions EMNLP 2025
SemCSE: Semantic Contrastive Sentence Embeddings Using LLM-Generated Summaries For Scientific Abstracts EMNLP 2025
A Text-Based Recommender System that Leverages Explicit Affective State Preferences EMNLP 2025
SUE: Sparsity-based Uncertainty Estimation via Sparse Dictionary Learning EMNLP 2025
N-CORE: N-View Consistency Regularization for Disentangled Representation Learning in Nonverbal Vocalizations EMNLP 2025
Uncovering the Bigger Picture: Comprehensive Event Understanding Via Diverse News Retrieval EMNLP 2025
xCoRe: Cross-context Coreference Resolution EMNLP 2025
Concept-pedia: a Wide-coverage Semantically-annotated Multimodal Dataset EMNLP 2025
Leveraging Multilingual Training for Authorship Representation: Enhancing Generalization across Languages and Domains EMNLP 2025
Layer-wise Minimal Pair Probing Reveals Contextual Grammatical-Conceptual Hierarchy in Speech Representations EMNLP 2025
Beyond Averages: Learning with Annotator Disagreement in STS EMNLP 2025
Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics EMNLP 2025
Seeing Through Words, Speaking Through Pixels: Deep Representational Alignment Between Vision and Language Models EMNLP 2025
EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models EMNLP 2025
LangVAE and LangSpace: Building and Probing for Language Model VAEs EMNLP 2025
TRACE: Training and Inference-Time Interpretability Analysis for Language Models EMNLP 2025
PledgeTracker: A System for Monitoring the Fulfilment of Pledges EMNLP 2025
Open Political Corpora: Structuring, Searching, and Analyzing Political Text Collections with PoliCorp EMNLP 2025
Enhancing Talent Search Ranking with Role-Aware Expert Mixtures and LLM-based Fine-Grained Job Descriptions EMNLP 2025
SFAL: Semantic-Functional Alignment Scores for Distributional Evaluation of Auto-Interpretability in Sparse Autoencoders EMNLP 2025
Controllable Clustering with LLM-driven Embeddings EMNLP 2025
Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings EMNLP 2025
GSID: Generative Semantic Indexing for E-Commerce Product Understanding EMNLP 2025
HierDiffuse: Progressive Diffusion for Robust Interest Fusion in CTR Prediction EMNLP 2025
LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025