Language Modeling

Evaluating Pixel Language Models on Non-Standardized Languages COLING 2025 Evaluating Pretrained Causal Language Models for Synonymy ACL 2025 Evaluating Structural and Linguistic Quality in Urdu DRS Parsing and Generation through Bidirectional Evaluation COLING 2025 Evaluation of Large Language Models on Arabic Punctuation Prediction COLING 2025 Exact Byte-Level Probabilities from Tokenized Language Models for FIM-Tasks and Model Ensembles ICLR 2025 Examining False Positives under Inference Scaling for Mathematical Reasoning EMNLP 2025 EXECUTE: A Multilingual Benchmark for LLM Token Understanding ACL 2025 Exploiting Task Reversibility of DRS Parsing and Generation: Challenges and Insights from a Multi-lingual Perspective COLING 2025 Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF ICLR 2025 Exploring Chain-of-Thought Reasoning for Steerable Pluralistic Alignment EMNLP 2025 Exploring Graph Representations of Logical Forms for Language Modeling ACL 2025 Exploring Intrinsic Alignments Within Text Corpus AAAI 2025 Exploring morphology-aware tokenization: A case study on Spanish language modeling EMNLP 2025 Exploring smaller batch sizes for a high-performing BabyLM model architecture EMNLP 2025 Exploring the Effect of Segmentation and Vocabulary Size on Speech Tokenization for Speech Language Models Interspeech 2025 Extracting structure from an LLM - how to improve on surprisal-based models of Human Language Processing COLING 2025 Fann or Flop: A Multigenre, Multiera Benchmark for Arabic Poetry Understanding in LLMs EMNLP 2025 Fast Large Language Model Collaborative Decoding via Speculation ICML 2025 Field to Model: Pairing Community Data Collection with Scalable NLP through the LiFE Suite ACL 2025 Findings of the Third BabyLM Challenge: Accelerating Language Modeling Research with Cognitively Plausible Data EMNLP 2025 Findings of the WMT 2025 Shared Task of the Open Language Data Initiative EMNLP 2025 Find the Intention of Instruction: Comprehensive Evaluation of Instruction Understanding for Large Language Models NAACL 2025 Fine-Tuning Large Language Models with Sequential Instructions NAACL 2025 Finetuning LLMs for Comparative Assessment Tasks COLING 2025 FinMoE: A MoE-based Large Chinese Financial Language Model COLING 2025