Language Modeling

Synthetic Data in the Era of Large Language Models ACL 2025 Systematic Generalization in Language Models Scales with Information Entropy ACL 2025 Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts EMNLP 2025 Team IndiDataMiner at IndoNLP 2025: Hindi Back Transliteration - Roman to Devanagari using LLaMa COLING 2025 Tell, Don’t Show: Leveraging Language Models’ Abstractive Retellings to Model Literary Themes ACL 2025 Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic ACL 2025 Text Compression for Efficient Language Generation NAACL 2025 The 2025 ReproNLP Shared Task on Reproducibility of Evaluations in NLP: Overview and Results ACL 2025 The Crucial Role of Samplers in Online Direct Preference Optimization ICLR 2025 The Emperor’s New Reasoning: Format Imitation Overshadows Genuine Mathematical Understanding in SFT EMNLP 2025 The First Workshop on Multilingual Counterspeech Generation at COLING 2025: Overview of the Shared Task COLING 2025 The Geometry of Prompting: Unveiling Distinct Mechanisms of Task Adaptation in Language Models NAACL 2025 The Learning Dynamics of Subword Segmentation for Morphologically Diverse Languages IJCNLP 2025 The Nakba Lexicon: Building a Comprehensive Dataset from Palestinian Literature COLING 2025 The OMG dataset: An Open MetaGenomic corpus for mixed-modality genomic language modeling ICLR 2025 Theoretical Analysis of Hierarchical Language Recognition and Generation by Transformers without Positional Encoding ACL 2025 These Aren’t the Vectors You’re Looking For: A Proof of Quantum Advantage in Compositional Generalization AACL 2025 The Self-Improvement Paradox: Can Language Models Bootstrap Reasoning Capabilities without External Scaffolding? ACL 2025 Thinking Before You Speak: A Proactive Test-time Scaling Approach EMNLP 2025 Think-on-Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented Generation ICLR 2025 ThinkSLM: Towards Reasoning in Small Language Models EMNLP 2025 Think while You Generate: Discrete Diffusion with Planned Denoising ICLR 2025 ThoughtProbe: Classifier-Guided LLM Thought Space Exploration via Probing Representations EMNLP 2025 Threading the Needle: Reweaving Chain-of-Thought Reasoning to Explain Human Label Variation EMNLP 2025 TigerLLM - A Family of Bangla Large Language Models ACL 2025