Natural Language Processing

Improving Low-Resource Japanese Translation with Fine-Tuning and Backtranslation for the WMT 25 General Translation Task EMNLP 2025 Improving Low-Resource Morphological Inflection via Self-Supervised Objectives ACL 2025 Improving Low-Resource Sequence Labeling with Knowledge Fusion and Contextual Label Explanations EMNLP 2025 Improving MLLM’s Document Image Machine Translation via Synchronously Self-reviewing Its OCR Proficiency ACL 2025 Improving Model Evaluation using SMART Filtering of Benchmark Datasets NAACL 2025 Improving Model Factuality with Fine-grained Critique-based Evaluator ACL 2025 Improving Multilingual Capabilities with Cultural and Local Knowledge in Large Language Models While Enhancing Native Performance IJCNLP 2025 Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations EMNLP 2025 Improving Named Entity Recognition for Low-Resource Languages Using Large Language Models: A Ukrainian Case Study ACL 2025 Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis AAAI 2025 Improving Neutral Point-of-View Generation with Data- and Parameter-Efficient RL EMNLP 2025 Improving Online Job Advertisement Analysis via Compositional Entity Extraction EMNLP 2025 Improving Parallel Sentence Mining for Low-Resource and Endangered Languages ACL 2025 Improving Personalized Search with Regularized Low-Rank Parameter Updates CVPR 2025 Improving Prediction Certainty Estimation for Reliable Early Exiting via Null Space Projection IJCAI 2025 Improving Pre-trained Language Models with Knowledge Enhancement and Filtering Framework NAACL 2025 Improving Pretraining Data Using Perplexity Correlations ICLR 2025 Improving Proficiency and Grammar Accuracy for Chinese Language Learners with Large Language Models IJCNLP 2025 Improving Prompt Generalization for Cross-prompt Essay Trait Scoring from the Scoring-invariance Perspective EMNLP 2025 Improving Reasoning Performance in Large Language Models via Representation Engineering ICLR 2025 Improving Relation Extraction by Sequence-to-sequence-based Dependency Parsing Pre-training COLING 2025 Improving Retrieval Augmented Language Model with Self-Reasoning AAAI 2025 Improving Semantic Understanding in Speech Language Models via Brain-tuning ICLR 2025 Improving Sentiment Analysis for Ukrainian Social Media Code-Switching Data ACL 2025 Improving Speech Emotion Recognition Through Cross Modal Attention Alignment and Balanced Stacking Model Interspeech 2025