language model

LoRAN: Improved Low-Rank Adaptation by a Non-Linear Transformation EMNLP 2024 Lower Bounds on the Expressivity of Recurrent Neural Language Models NAACL 2024 Low-Rank Prune-And-Factorize for Language Model Compression COLING 2024 LQ-LoRA: Low-rank plus Quantized Matrix Decomposition for Efficient Language Model Finetuning ICLR 2024 M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models ACL 2024 Machine-Created Universal Language for Cross-Lingual Transfer AAAI 2024 MAFALDA: A Benchmark and Comprehensive Study of Fallacy Detection and Classification NAACL 2024 MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization NeurIPS 2024 MAMET at SemEval-2024 Task 7: Supervised Enhanced Reasoning Agent Model SemEval 2024 Manifold-Based Verbalizer Space Re-embedding for Tuning-Free Prompt-Based Classification AAAI 2024 MAPLE: Multilingual Evaluation of Parameter Efficient Finetuning of Large Language Models ACL 2024 MAP’s not dead yet: Uncovering true language model modes by conditioning away degeneracy ACL 2024 Marathon: A Race Through the Realm of Long Context with Large Language Models ACL 2024 Mars: Situated Inductive Reasoning in an Open-World Environment NeurIPS 2024 Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks ICLR 2024 MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models NeurIPS 2024 MathFish: Evaluating Language Model Math Reasoning via Grounding in Educational Curricula EMNLP 2024 MathPile: A Billion-Token-Scale Pretraining Corpus for Math NeurIPS 2024 mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models ACL 2024 Measuring Progress in Dictionary Learning for Language Model Interpretability with Board Game Models NeurIPS 2024 Mechanics of Next Token Prediction with Self-Attention AISTATS 2024 Mechanistic? EMNLP 2024 Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations EMNLP 2024 MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization IJCAI 2024 MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA AAAI 2024