conftrace_

language model

4,660 papers

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Also known as

LMS LM

Co-occurring keywords · papers mentioning both

large language model (543) text generation (403) transfer learning (301) text classification (288) pre-trained language model (251) representation learning (190) question answering (190) knowledge distillation (180) few-shot learning (170) zero-shot learning (160)

Papers

ScaleLLM: A Resource-Frugal LLM Serving Framework by Optimizing End-to-End Efficiency EMNLP 2024 ScalingFilter: Assessing Data Quality through Inverse Utilization of Scaling Laws EMNLP 2024 Scaling Instruction-Finetuned Language Models JMLR 2024 Scaling Laws Across Model Architectures: A Comparative Analysis of Dense and MoE Models in Large Language Models EMNLP 2024 Scaling Laws for Linear Complexity Language Models EMNLP 2024 Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms NeurIPS 2024 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies NeurIPS 2024 Scaling Parameter-Constrained Language Models with Quality Data EMNLP 2024 Scaling Retrieval-Based Language Models with a Trillion-Token Datastore NeurIPS 2024 SciCode: A Research Coding Benchmark Curated by Scientists NeurIPS 2024 SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models NeurIPS 2024 SciMON: Scientific Inspiration Machines Optimized for Novelty ACL 2024 Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices NeurIPS 2024 Secret Collusion among AI Agents: Multi-Agent Deception via Steganography NeurIPS 2024 SedarEval: Automated Evaluation using Self-Adaptive Rubrics EMNLP 2024 Seed-Free Synthetic Data Generation Framework for Instruction-Tuning LLMs: A Case Study in Thai ACL 2024 SEFLAG: Systematic Evaluation Framework for NLP Models and Datasets in Latin and Ancient Greek EMNLP 2024 Selective Generation for Controllable Language Models NeurIPS 2024 Selective Prefix Tuning for Pre-trained Language Models ACL 2024 Self-correcting LLM-controlled Diffusion Models CVPR 2024 Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning ACL 2024 Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages EMNLP 2024 SELF-EXPERTISE: Knowledge-based Instruction Dataset Augmentation for a Legal Expert Language Model NAACL 2024 Self-Infilling Code Generation ICML 2024 Self-Recognition in Language Models EMNLP 2024