Language Modeling

MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization NeurIPS 2024 MAP’s not dead yet: Uncovering true language model modes by conditioning away degeneracy ACL 2024 Masked Structural Growth for 2x Faster Language Model Pre-training ICLR 2024 MasonTigers at SemEval-2024 Task 9: Solving Puzzles with an Ensemble of Chain-of-Thought Prompts SemEval 2024 MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning ICLR 2024 Mathematical Entities: Corpora and Benchmarks COLING 2024 MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning NAACL 2024 mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models ACL 2024 Mechanics of Next Token Prediction with Self-Attention AISTATS 2024 MedMT5: An Open-Source Multilingual Text-to-Text LLM for the Medical Domain COLING 2024 MiLe Loss: a New Loss for Mitigating the Bias of Learning Difficulties in Generative Language Models NAACL 2024 MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning COLING 2024 Mission: Impossible Language Models ACL 2024 MMTE: Corpus and Metrics for Evaluating Machine Translation Quality of Metaphorical Language EMNLP 2024 MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases ICML 2024 ModeLing: A Novel Dataset for Testing Linguistic Reasoning in Language Models EACL 2024 Modeling Language Tokens as Functionals of Semantic Fields ICML 2024 Modeling Nonnative Sentence Processing with L2 Language Models EMNLP 2024 MoEUT: Mixture-of-Experts Universal Transformers NeurIPS 2024 Monotonic Paraphrasing Improves Generalization of Language Model Prompting EMNLP 2024 More room for language: Investigating the effect of retrieval on language models NAACL 2024 MS2SL: Multimodal Spoken Data-Driven Continuous Sign Language Production ACL 2024 MsBERT: A New Model for the Reconstruction of Lacunae in Hebrew Manuscripts ACL 2024 MTLS: Making Texts into Linguistic Symbols EMNLP 2024 MULFE: A Multi-Level Benchmark for Free Text Model Editing ACL 2024