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Representation Learning

2843 directly classified papers

Papers per year

Papers

Investigating Psychometric Predictive Power of Syntactic Attention ACL 2025
A Continuous Approach to Metaphorically Motivated Regular Polysemy in Language Models ACL 2025
UPSC2M: Benchmarking Adaptive Learning from Two Million MCQ Attempts ACL 2025
Beyond Citations: Integrating Finding-Based Relations for Improved Biomedical Article Representations ACL 2025
SMAFIRA Shared Task at the BioNLP’2025 Workshop: Assessing the Similarity of the Research Goal ACL 2025
When Should Dense Retrievers Be Updated in Evolving Corpora? Detecting Out-of-Distribution Corpora Using GradNormIR ACL 2025
Designing and Contextualising Probes for African Languages ACL 2025
On choosing the vehicles of metaphors without a body: evidence from Large Language Models ACL 2025
Investigating Subjective Factors of Argument Strength: Storytelling, Emotions, and Hedging ACL 2025
MERIT: Multi-Agent Collaboration for Unsupervised Time Series Representation Learning ACL 2025
FADE: Why Bad Descriptions Happen to Good Features ACL 2025
VADE: Visual Attention Guided Hallucination Detection and Elimination ACL 2025
FENJI at SemEval-2025 Task 3: Retrieval-Augmented Generation and Hallucination Span Detection ACL 2025
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning ACL 2025
Learning from Negative Samples in Biomedical Generative Entity Linking ACL 2025
A Representation Level Analysis of NMT Model Robustness to Grammatical Errors ACL 2025
T2DR: A Two-Tier Deficiency-Resistant Framework for Incomplete Multimodal Learning ACL 2025
Mapping semantic networks to Dutch word embeddings as a diagnostic tool for cognitive decline EMNLP 2025
Disentangled and Personalized Representation Learning for Next Point-of-Interest Recommendation IJCAI 2025
How Persuasive Is Your Context? EMNLP 2025
Detecting LLM Hallucination Through Layer-wise Information Deficiency: Analysis of Ambiguous Prompts and Unanswerable Questions EMNLP 2025
Do LLMs Adhere to Label Definitions? Examining Their Receptivity to External Label Definitions EMNLP 2025
ReSeeding Latent States for Sequential Language Understanding EMNLP 2025
A Correlation Manifold Self-Attention Network for EEG Decoding IJCAI 2025
Enhancing Antimicrobial Drug Resistance Classification by Integrating Sequence-Based and Text-Based Representations ACL 2025