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Resources & Methods

16,196 papers (36 classified directly here)

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Papers (including subtopics)

Edinburgh Clinical NLP at MEDIQA-CORR 2024: Guiding Large Language Models with Hints NAACL 2024 Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4 SemEval 2024 Editing Conceptual Knowledge for Large Language Models EMNLP 2024 Editing Language Model-Based Knowledge Graph Embeddings AAAI 2024 Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models EMNLP 2024 EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism ICML 2024 E-EVAL: A Comprehensive Chinese K-12 Education Evaluation Benchmark for Large Language Models ACL 2024 EEVEE: An Easy Annotation Tool for Natural Language Processing EACL 2024 Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process EMNLP 2024 Effective In-Context Example Selection through Data Compression ACL 2024 Effective Large Language Model Adaptation for Improved Grounding and Citation Generation NAACL 2024 Effective Long-Context Scaling of Foundation Models NAACL 2024 Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models EMNLP 2024 Efficient Benchmarking (of Language Models) NAACL 2024 Efficient Citer: Tuning Large Language Models for Enhanced Answer Quality and Verification NAACL 2024 Efficient Contextual LLM Cascades through Budget-Constrained Policy Learning NeurIPS 2024 Efficient Continual Pre-training for Building Domain Specific Large Language Models ACL 2024 Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning EACL 2024 Efficiently Distilling LLMs for Edge Applications NAACL 2024 Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning ACL 2024 Efficient multi-prompt evaluation of LLMs NeurIPS 2024 Efficient Performance Tracking: Leveraging Large Language Models for Automated Construction of Scientific Leaderboards EMNLP 2024 Efficient Prompt Optimization Through the Lens of Best Arm Identification NeurIPS 2024 Efficient Streaming Language Models with Attention Sinks ICLR 2024 Efficient Tuning and Inference for Large Language Models on Textual Graphs IJCAI 2024