Natural Language Processing

Schema and Natural Language Aware In-Context Learning for Improved GraphQL Query Generation NAACL 2025 Schema Generation for Large Knowledge Graphs Using Large Language Models EMNLP 2025 ScholarBench: A Bilingual Benchmark for Abstraction, Comprehension, and Reasoning Evaluation in Academic Contexts EMNLP 2025 ScholarGEC: Enhancing Controllability of Large Language Model for Chinese Academic Grammatical Error Correction AAAI 2025 Scholar Inbox: Personalized Paper Recommendations for Scientists ACL 2025 SciAssess: Benchmarking LLM Proficiency in Scientific Literature Analysis NAACL 2025 SciBERT Meets Contrastive Learning: A Solution for Scientific Hallucination Detection ACL 2025 SciClaims: An End-to-End Generative System for Biomedical Claim Analysis EMNLP 2025 ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery ICLR 2025 Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking EMNLP 2025 SciEvent: Benchmarking Multi-domain Scientific Event Extraction EMNLP 2025 SciHallu: A Multi-Granularity Hallucination Detection Dataset for Scientific Writing IJCNLP 2025 SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding ICLR 2025 Sci-LoRA: Mixture of Scientific LoRAs for Cross-Domain Lay Paraphrasing ACL 2025 SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP EMNLP 2025 SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature EMNLP 2025 SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types ACL 2025 SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification ACL 2025 SciVQA 2025: Overview of the First Scientific Visual Question Answering Shared Task ACL 2025 scMBERT: A Pre-Trained Deep Learning Model for Single-Cell Multiomic Data Representation and Prediction (Student Abstract) AAAI 2025 SCoder: Progressive Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs EMNLP 2025 SConU: Selective Conformal Uncertainty in Large Language Models ACL 2025 SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation ICLR 2025 SCOPE: Sign Language Contextual Processing with Embedding from LLMs AAAI 2025 SCOP: Evaluating the Comprehension Process of Large Language Models from a Cognitive View ACL 2025