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)

LoCoCo: Dropping In Convolutions for Long Context Compression ICML 2024 Loflòc: A Morphological Lexicon for Occitan using Universal Dependencies COLING 2024 LoftQ: LoRA-Fine-Tuning-aware Quantization for Large Language Models ICLR 2024 Logarithmic Smoothing for Pessimistic Off-Policy Evaluation, Selection and Learning NeurIPS 2024 Logging Keystrokes in Writing by English Learners COLING 2024 Logits Reranking via Semantic Labels for Hard Samples in Text Classification EMNLP 2024 Logit Standardization in Knowledge Distillation CVPR 2024 Loki: Low-rank Keys for Efficient Sparse Attention NeurIPS 2024 LomonosovMSU at SemEval-2024 Task 4: Comparing LLMs and embedder models to identifying propaganda techniques in the content of memes in English for subtasks No1, No2a, and No2b SemEval 2024 LoNAS: Elastic Low-Rank Adapters for Efficient Large Language Models COLING 2024 Loneliness Episodes: A Japanese Dataset for Loneliness Detection and Analysis ACL 2024 Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models ACL 2024 Long-Context Language Modeling with Parallel Context Encoding ACL 2024 Long-Form Recordings to Study Children’s Language Input and Output in Under-Resourced Contexts COLING 2024 LongHeads: Multi-Head Attention is Secretly a Long Context Processor EMNLP 2024 Longitudinal Targeted Minimum Loss-based Estimation with Temporal-Difference Heterogeneous Transformer ICML 2024 LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression ACL 2024 LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models ICLR 2024 LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering EMNLP 2024 Long-Short-Range Message-Passing: A Physics-Informed Framework to Capture Non-Local Interaction for Scalable Molecular Dynamics Simulation ICLR 2024 Long-tailed Diffusion Models with Oriented Calibration ICLR 2024 Long-tailed Object Detection Pretraining: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction NeurIPS 2024 Long-Tailed Out-of-Distribution Detection via Normalized Outlier Distribution Adaptation NeurIPS 2024 Long-Term Fair Decision Making through Deep Generative Models AAAI 2024 LongWanjuan: Towards Systematic Measurement for Long Text Quality EMNLP 2024