Natural Language Processing

CHECK-MAT: Probing the Mathematical Reasoning and Rubric-Alignment of Vision-Language Models on Handwritten Solutions EMNLP 2025 CheckSent-BN: A Bengali Multi-Task Dataset for Claim Checkworthiness and Sentiment Classification from News Headlines AACL 2025 Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch ACL 2025 CHEER-Ekman: Fine-grained Embodied Emotion Classification ACL 2025 ChemAgent: Self-updating Memories in Large Language Models Improves Chemical Reasoning ICLR 2025 ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area AAAI 2025 CHENGYU-BENCH: Benchmarking Large Language Models for Chinese Idiom Understanding and Use EMNLP 2025 ChengyuSTS: An Intrinsic Perspective on Mandarin Idiom Representation EMNLP 2025 CHIFRAUD: A Long-term Web Text Dataset for Chinese Fraud Detection COLING 2025 Child-Directed Language Does Not Consistently Boost Syntax Learning in Language Models EMNLP 2025 CHILL at SemEval-2025 Task 2: You Can’t Just Throw Entities and Hope—Make Your LLM to Get Them Right SemEval 2025 Chinchunmei at SemEval-2025 Task 11: Boosting the Large Language Model’s Capability of Emotion Perception using Contrastive Learning SemEval 2025 Chinese Morph Resolution in E-commerce Live Streaming Scenarios NAACL 2025 Chinese SafetyQA: A Safety Short-form Factuality Benchmark for Large Language Models ACL 2025 Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models ACL 2025 Chinese Toxic Language Mitigation via Sentiment Polarity Consistent Rewrites EMNLP 2025 Choice is what matters after Attention AISTATS 2025 Choose Your Words Wisely: Domain-adaptive Masking Makes Language Models Learn Faster NAACL 2025 ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains ICLR 2025 ChronoFact: Timeline-based Temporal Fact Verification IJCAI 2025 ChronoSense: Exploring Temporal Understanding in Large Language Models with Time Intervals of Events ACL 2025 ChuenSumi at SemEval-2025 Task 1: Sentence Transformer Models and Processing Idiomacity SemEval 2025 ChuLo: Chunk-Level Key Information Representation for Long Document Understanding ACL 2025 Chunk-Distilled Language Modeling ICLR 2025 CHURRO: Making History Readable with an Open-Weight Large Vision-Language Model for High-Accuracy, Low-Cost Historical Text Recognition EMNLP 2025