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Application Areas

31,658 papers (3 classified directly here)

Subtopics

Domain Adaptation (8,962) Efficient Computing (6,898) Data Augmentation (3,720) Fairness (3,511) Knowledge Distillation (3,086) Privacy (2,847) Domain Generalization (1,834) Model Compression (1,718) Risk Management (1,064) Model Merging (558) Recommender Systems (315) Information Retrieval (244) Text Classification (139) Text Processing (5)

Papers per year

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Papers (including subtopics)

Leveraging Large Models to Evaluate Novel Content: A Case Study on Advertisement Creativity EMNLP 2025
BIRD: Bronze Inscription Restoration and Dating EMNLP 2025
TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection EMNLP 2025
zFLoRA: Zero-Latency Fused Low-Rank Adapters EMNLP 2025
FuseChat: Knowledge Fusion of Chat Models EMNLP 2025
CREPE: Rapid Chest X-ray Report Evaluation by Predicting Multi-category Error Counts EMNLP 2025
TIDES: Technical Information Discovery and Extraction System EMNLP 2025
RICO: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction EMNLP 2025
Dynamic Model-Bank Test-Time Adaptation for Automatic Speech Recognition EMNLP 2025
Mitigating Catastrophic Forgetting in Large Language Models with Forgetting-aware Pruning EMNLP 2025
VistaWise: Building Cost-Effective Agent with Cross-Modal Knowledge Graph for Minecraft EMNLP 2025
GraphKV: Breaking the Static Selection Paradigm with Graph-Based KV Cache Eviction EMNLP 2025
GRIT: Guided Relational Integration for Efficient Multi-Table Understanding EMNLP 2025
RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering EMNLP 2025
Discrepancy Detection at the Data Level: Toward Consistent Multilingual Question Answering EMNLP 2025
Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs EMNLP 2025
Comprehensive and Efficient Distillation for Lightweight Sentiment Analysis Models EMNLP 2025
Targeted Distillation for Sentiment Analysis EMNLP 2025
Seeing Culture: A Benchmark for Visual Reasoning and Grounding EMNLP 2025
GRADA: Graph-based Reranking against Adversarial Documents Attack EMNLP 2025
Orchestrating Audio: Multi-Agent Framework for Long-Video Audio Synthesis EMNLP 2025
PERSEVAL: A Framework for Perspectivist Classification Evaluation EMNLP 2025
Bias Beware: The Impact of Cognitive Biases on LLM-Driven Product Recommendations EMNLP 2025
The Role of Outgoing Connection Heterogeneity in Feedforward Layers of Large Language Models EMNLP 2025
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents EMNLP 2025