conftrace_

Application Areas

34,437 papers (4 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Domain Adaptation (9,897) Efficient Computing (8,226) Data Augmentation (3,648) Fairness (3,574) Knowledge Distillation (3,219) Privacy (3,022) Domain Generalization (1,972) Model Compression (1,736) Risk Management (1,119) Model Merging (592) Recommender Systems (343) Information Retrieval (249) Text Classification (144) Text Processing (2)

Papers per year

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1,828

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Papers (including subtopics)

LLM-Enhanced Self-Evolving Reinforcement Learning for Multi-Step E-Commerce Payment Fraud Risk Detection ACL 2025 LLM Evaluate: An Industry-Focused Evaluation Tool for Large Language Models COLING 2025 LLM-Forest: Ensemble Learning of LLMs with Graph-Augmented Prompts for Data Imputation ACL 2025 LLM-Friendly Knowledge Representation for Customer Support COLING 2025 LLM-Generated Passphrases That Are Secure and Easy to Remember NAACL 2025 LLM-Generated Rewrite and Context Modulation for Enhanced Vision Language Models in Digital Pathology WACV 2025 LLM-Independent Adaptive RAG: Let the Question Speak for Itself EMNLP 2025 LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025 LLM in the Loop: Creating the ParaDeHate Dataset for Hate Speech Detoxification IJCNLP 2025 LLMOPT: Learning to Define and Solve General Optimization Problems from Scratch ICLR 2025 LLM-Powered User Simulator for Recommender System AAAI 2025 LLMs are Biased Teachers: Evaluating LLM Bias in Personalized Education NAACL 2025 LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs NAACL 2025 LLMs are Privacy Erasable EMNLP 2025 LLMs can Perform Multi-Dimensional Analytic Writing Assessments: A Case Study of L2 Graduate-Level Academic English Writing ACL 2025 LLMs Do Not See Age: Assessing Demographic Bias in Automated Systematic Review Synthesis IJCNLP 2025 LLM Sensitivity Evaluation Framework for Clinical Diagnosis COLING 2025 LLMs on a Budget? Say HOLA EMNLP 2025 LLMs Reproduce Stereotypes of Sexual and Gender Minorities EMNLP 2025 LLMSR@XLLM25: A Language Model-Based Pipeline for Structured Reasoning Data Construction ACL 2025 LLMSR@XLLM25: Less is More: Enhancing Structured Multi-Agent Reasoning via Quality-Guided Distillation ACL 2025 LLMs Trust Humans More, That’s a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation ACL 2025 LLMs vs Established Text Augmentation Techniques for Classification: When do the Benefits Outweight the Costs? NAACL 2025 LLMTreeRec: Unleashing the Power of Large Language Models for Cold-Start Recommendations COLING 2025 LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Models for Referring Expression Comprehension ICLR 2025