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Contrastive Learning

3,538 papers

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Papers

Contrastive Learning with Narrative Twins for Modeling Story Salience EACL 2026

Mitigating Degree Bias in Hypergraphs via Attribute-as-Structure Approach EACL 2026

FAID: Fine-grained AI-generated Text Detection using Multi-task Auxiliary and Multi-level Contrastive Learning EACL 2026

KG-CRAFT: Knowledge Graph-based Contrastive Reasoning with LLMs for Enhancing Automated Fact-checking EACL 2026

ConLID: Supervised Contrastive Learning for Low-Resource Language Identification EACL 2026

ReflectiveRAG: Rethinking Adaptivity in Retrieval-Augmented Generation EACL 2026

One Sentence, Two Embeddings: Contrastive Learning of Explicit and Implicit Semantic Representations EACL 2026

Revealing the Truth with ConLLM for Detecting Multi-Modal Deepfakes EACL 2026

Modeling Turn-Taking with Semantically Informed Gestures EACL 2026

Negative Sampling Techniques in Dense Retrieval: A Survey EACL 2026

Who You Are, What You Say: Intra- and Inter- Context Personality for Emotion Recognition in Conversation EACL 2026

MOSAIC: Masked Objective with Selective Adaptation for In-domain Contrastive Learning EACL 2026

ConRAS: Contrastive In-context Learning Framework for Retrieval-Augmented Summarization EACL 2026

HCMUS_The Fangs at AbjadStyleTransfer Shared Task: Learning to Query Style, Contrastive Representations for Zero-Shot Arabic Authorship Style Transfer EACL 2026

NileUn at AbjadGenEval Shared Task: Contrastive Learning with Stacking Ensemble for Efficient Arabic AI-Generated Text Detection EACL 2026

DeepSenseMoE: Harnessing Power of Time Series Foundation Models for Few-Shot Human Activity Recognition AAAI 2026

S²Drug: Bridging Protein Sequence and 3D Structure in Contrastive Representation Learning for Virtual Screening AAAI 2026

Directing Uncertainty-Aware Information Flow for Robust Diffusion Prediction AAAI 2026

Towards Distance-Invariant Radio Frequency Fingerprinting via Augmented Unsupervised Learning AAAI 2026

MetaDiT: Enabling Fine-grained Constraints in High-degree-of Freedom Metasurface Design AAAI 2026

Refinement Contrastive Learning of Cell–Gene Associations for Unsupervised Cell Type Identification AAAI 2026

TermGPT: Multi-Level Contrastive Fine-Tuning for Terminology Adaptation in Legal and Financial Domains AAAI 2026

Enhancing Multimodal Misinformation Detection by Replaying the Whole Story from Image Modality Perspective AAAI 2026

BDLF-Qwen3: Enhanced Cross-Architecture Binary Function Similarity Detection Through Binary Dynamic Layer Fusion AAAI 2026

Generalizable Drug–Target Interaction Prediction via ESM-2 Representations and Progressive Contrastive Curriculum Learning AAAI 2026