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Representation Learning

2843 directly classified papers

Papers per year

Papers

SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation ACL 2025
Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey ACL 2025
A Representation Level Analysis of NMT Model Robustness to Grammatical Errors ACL 2025
Supervised and Unsupervised Probing of Shortcut Learning: Case Study on the Emergence and Evolution of Syntactic Heuristics in BERT ACL 2025
Multi-word Measures: Modeling Semantic Change in Compound Nouns ACL 2025
Tokenization is Sensitive to Language Variation ACL 2025
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning ACL 2025
Designing and Contextualising Probes for African Languages ACL 2025
SMAFIRA Shared Task at the BioNLP’2025 Workshop: Assessing the Similarity of the Research Goal ACL 2025
Leveraging Large Language Models to Measure Gender Representation Bias in Gendered Language Corpora ACL 2025
Memorization in Language Models through the Lens of Intrinsic Dimension ACL 2025
CTYUN-AI at SemEval-2025 Task 1: Learning to Rank for Idiomatic Expressions ACL 2025
Debiasing Static Embeddings for Hate Speech Detection ACL 2025
Exploring Multilingual Probing in Large Language Models: A Cross-Language Analysis ACL 2025
LLMSR@XLLM25: A Language Model-Based Pipeline for Structured Reasoning Data Construction ACL 2025
Benchmarking Distributional Alignment of Large Language Models NAACL 2025
Information-Guided Identification of Training Data Imprint in (Proprietary) Large Language Models NAACL 2025
Transformer-Based Temporal Information Extraction and Application: A Review EMNLP 2025
Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective NAACL 2025
LLM Evaluate: An Industry-Focused Evaluation Tool for Large Language Models COLING 2025
Long-Tail Crisis in Nearest Neighbor Language Models NAACL 2025
MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing NAACL 2025
The American Sign Language Knowledge Graph: Infusing ASL Models with Linguistic Knowledge NAACL 2025
CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding COLING 2025
Reasoning Knowledge Filter for Logical Table-to-Text Generation COLING 2025