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Representation Learning

2843 directly classified papers

Papers per year

Papers

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
uir-cis at SemEval-2025 Task 3: Detection of Hallucinations in Generated Text ACL 2025
Factual Knowledge in Language Models: Robustness and Anomalies under Simple Temporal Context Variations ACL 2025
Memorization in Language Models through the Lens of Intrinsic Dimension ACL 2025
Robust Data Watermarking in Language Models by Injecting Fictitious Knowledge ACL 2025
Characterizing Linguistic Shifts in Croatian News via Diachronic Word Embeddings ACL 2025
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