Machine Learning

Language Models Need Inductive Biases to Count Inductively ICLR 2025 Language Models over Large-Scale Knowledge Base: on Capacity, Flexibility and Reasoning for New Facts COLING 2025 Language Models Predict Empathy Gaps Between Social In-groups and Out-groups NAACL 2025 Language Models Resist Alignment: Evidence From Data Compression ACL 2025 Language models scale reliably with over-training and on downstream tasks ICLR 2025 Language Models Trained to do Arithmetic Predict Human Risky and Intertemporal Choice ICLR 2025 Language Pre-training Guided Masking Representation Learning for Time Series Classification AAAI 2025 Language Ranker: A Metric for Quantifying LLM Performance Across High and Low-Resource Languages AAAI 2025 Language Representations Can be What Recommenders Need: Findings and Potentials ICLR 2025 Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models EMNLP 2025 Language-Specific Neurons Do Not Facilitate Cross-Lingual Transfer NAACL 2025 Language Surgery in Multilingual Large Language Models EMNLP 2025 Language verY Rare for All COLING 2025 LangVAE and LangSpace: Building and Probing for Language Model VAEs EMNLP 2025 Laniqo at WMT25 General Translation Task: Self-Improved and Retrieval-Augmented Translation EMNLP 2025 Laniqo at WMT25 Terminology Translation Task: A Multi-Objective Reranking Strategy for Terminology-Aware Translation via Pareto-Optimal Decoding EMNLP 2025 Laplace Meets Moreau: Smooth Approximation to Infimal Convolutions Using Laplace's Method JMLR 2025 Laplace Sample Information: Data Informativeness Through a Bayesian Lens ICLR 2025 Laplace Transform Based Low-Complexity Learning of Continuous Markov Semigroups ICML 2025 LapSum - One Method to Differentiate Them All: Ranking, Sorting and Top-k Selection ICML 2025 Large Continual Instruction Assistant ICML 2025 Large Convolutional Model Tuning via Filter Subspace ICLR 2025 Large Covariance Matrix Estimation With Nonnegative Correlations AISTATS 2025 Large Displacement Motion Transfer with Unsupervised Anytime Interpolation ICML 2025 Large Language and Protein Assistant for Protein-Protein Interactions Prediction ACL 2025