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)

Llama-VITS: Enhancing TTS Synthesis with Semantic Awareness COLING 2024 LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement ACL 2024 LLM-Assisted Code Cleaning For Training Accurate Code Generators ICLR 2024 LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed Problems NeurIPS 2024 LLM-based Code-Switched Text Generation for Grammatical Error Correction EMNLP 2024 LLM-based Multi-Level Knowledge Generation for Few-shot Knowledge Graph Completion IJCAI 2024 LLM-Based Synthetic Datasets: Applications and Limitations in Toxicity Detection COLING 2024 LLMBox: A Comprehensive Library for Large Language Models ACL 2024 LLMCarbon: Modeling the End-to-End Carbon Footprint of Large Language Models ICLR 2024 LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment NeurIPS 2024 LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit EMNLP 2024 LLM Dataset Inference: Did you train on my dataset? NeurIPS 2024 LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking EACL 2024 LLMem: Estimating GPU Memory Usage for Fine-Tuning Pre-Trained LLMs IJCAI 2024 LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation NeurIPS 2024 LLMFactor: Extracting Profitable Factors through Prompts for Explainable Stock Movement Prediction ACL 2024 LLM generated responses to mitigate the impact of hate speech EMNLP 2024 LLM in a flash: Efficient Large Language Model Inference with Limited Memory ACL 2024 LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression ACL 2024 LLM Maybe LongLM: SelfExtend LLM Context Window Without Tuning ICML 2024 LLM-QAT: Data-Free Quantization Aware Training for Large Language Models ACL 2024 LLM-Rec: Personalized Recommendation via Prompting Large Language Models NAACL 2024 LLM-REDIAL: A Large-Scale Dataset for Conversational Recommender Systems Created from User Behaviors with LLMs ACL 2024 LLMR: Knowledge Distillation with a Large Language Model-Induced Reward COLING 2024 LLMs and NLP for Generalized Learning in AI-Enhanced Educational Videos and Powering Curated Videos with Generative Intelligence EMNLP 2024