Resources & Methods

LaMP-QA: A Benchmark for Personalized Long-form Question Answering EMNLP 2025 LaMP-Val: Large Language Models Empower Personalized Valuation in Auction EMNLP 2025 LangCompress: Language-Aware Compression of Large Language Models IJCNLP 2025 LangEye: Toward ‘Anytime’ Learner-Driven Vocabulary Learning From Real-World Objects ACL 2025 LangMark: A Multilingual Dataset for Automatic Post-Editing ACL 2025 LangProBe: a Language Program Benchmark EMNLP 2025 LangSAMP: Language-Script Aware Multilingual Pretraining ACL 2025 Language Adaptation of Large Language Models: An Empirical Study on LLaMA2 COLING 2025 Language Arithmetics: Towards Systematic Language Neuron Identification and Manipulation IJCNLP 2025 Language Confusion and Multilingual Performance: A Case Study of Thai-Adapted Large Language Models AACL 2025 Language Dominance in Multilingual Large Language Models EMNLP 2025 Language Fusion for Parameter-Efficient Cross-lingual Transfer ACL 2025 Language-Image Models with 3D Understanding ICLR 2025 Language Imbalance Driven Rewarding for Multilingual Self-improving ICLR 2025 Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes EMNLP 2025 Language Model Alignment in Multilingual Trolley Problems ICLR 2025 Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions ACL 2025 Language Modeling with Editable External Knowledge NAACL 2025 Language Model Re-rankers are Fooled by Lexical Similarities ACL 2025 Language Models are Advanced Anonymizers ICLR 2025 Language Models Are Implicitly Continuous ICLR 2025 Language Models are Universal Embedders ACL 2025 Language-Models-as-a-Service: Overview of a New Paradigm and its Challenges AAAI 2025 Language Models as Continuous Self-Evolving Data Engineers EMNLP 2025 Language Models at the Syntax-Semantics Interface: A Case Study of the Long-Distance Binding of Chinese Reflexive Ziji COLING 2025