Language Modeling

Improving Automatic Speech Recognition for Children's Reading Assessment with Disfluency-aware Language Models Interspeech 2025 Improving Causal Interventions in Amnesic Probing with Mean Projection or LEACE ACL 2025 Improving Consistency in LLM Inference using Probabilistic Tokenization NAACL 2025 Improving Context Fidelity via Native Retrieval-Augmented Reasoning EMNLP 2025 Improving Instruction-Following in Language Models through Activation Steering ICLR 2025 Improving LLM-as-a-Judge Inference with the Judgment Distribution EMNLP 2025 In Benchmarks We Trust ... Or Not? EMNLP 2025 IndoNLP 2025 Shared Task: Romanized Sinhala to Sinhala Reverse Transliteration Using BERT COLING 2025 Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection ACL 2025 Infini-gram mini: Exact n-gram Search at the Internet Scale with FM-Index EMNLP 2025 Information Locality as an Inductive Bias for Neural Language Models ACL 2025 Instructing Large Language Models for Low-Resource Languages: A Systematic Study for Basque EMNLP 2025 Instruct-SkillMix: A Powerful Pipeline for LLM Instruction Tuning ICLR 2025 Integrative Decoding: Improving Factuality via Implicit Self-consistency ICLR 2025 Internal Causal Mechanisms Robustly Predict Language Model Out-of-Distribution Behaviors ICML 2025 Interpreting the Repeated Token Phenomenon in Large Language Models ICML 2025 Introducing MARB — A Dataset for Studying the Social Dimensions of Reporting Bias in Language Models ACL 2025 Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning ICLR 2025 IPA CHILDES & G2P+: Feature-Rich Resources for Cross-Lingual Phonology and Phonemic Language Modeling CoNLL 2025 Iterative Label Refinement Matters More than Preference Optimization under Weak Supervision ICLR 2025 Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models EMNLP 2025 KLAAD: Refining Attention Mechanisms to Reduce Societal Bias in Generative Language Models EMNLP 2025 KV Shifting Attention Enhances Language Modeling ICML 2025 Label-Context-Dependent Internal Language Model Estimation for CTC Interspeech 2025 LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models ICML 2025