Generation

CLAP-ART: Automated Audio Captioning with Semantic-rich Audio Representation Tokenizer Interspeech 2025 Clarify When Necessary: Resolving Ambiguity Through Interaction with LMs NAACL 2025 CLARITY: Clinical Assistant for Routing, Inference, and Triage EMNLP 2025 Classic4Children: Adapting Chinese Literary Classics for Children with Large Language Model NAACL 2025 Classifier-Augmented Generation for Structured Workflow Prediction EMNLP 2025 CLEAR: A Comprehensive Linguistic Evaluation of Argument Rewriting by Large Language Models EMNLP 2025 CLERC: A Dataset for U. S. Legal Case Retrieval and Retrieval-Augmented Analysis Generation NAACL 2025 ClinicalRAG: Automating Pharmaceutical Label Quality Control with Hierarchical RAG and Large Language Models AAAI 2025 CLIX: Cross-Lingual Explanations of Idiomatic Expressions ACL 2025 CLMTracing: Black-box User-level Watermarking for Code Language Model Tracing EMNLP 2025 ClozeMath: Improving Mathematical Reasoning in Language Models by Learning to Fill Equations ACL 2025 CLRG@FinCausal2025: Cause-Effect Extraction in Finance Domain COLING 2025 ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation EMNLP 2025 CmEAA: Cross-modal Enhancement and Alignment Adapter for Radiology Report Generation COLING 2025 CMHG: A Dataset and Benchmark for Headline Generation of Minority Languages in China EMNLP 2025 CMT-Eval: A Novel Chinese Multi-turn Dialogue Evaluation Dataset Addressing Real-world Conversational Challenges EMNLP 2025 CNNSum: Exploring Long-Context Summarization with Large Language Models in Chinese Novels ACL 2025 COAS2W: A Chinese Older-Adults Spoken-to-Written Transformation Corpus with Context Awareness EMNLP 2025 COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis NAACL 2025 CoCoA: Confidence- and Context-Aware Adaptive Decoding for Resolving Knowledge Conflicts in Large Language Models EMNLP 2025 CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation ACL 2025 CodeAnubad at BLP-2025 Task 2: Efficient Bangla-to-Python Code Generation via Iterative LoRA Fine-Tuning of Gemma-2 AACL 2025 Code-BT: A Code-Driven Approach to Behavior Tree Generation for Robot Tasks Planning with Large Language Models IJCAI 2025 CodeEval: A pedagogical approach for targeted evaluation of code-trained Large Language Models IJCNLP 2025 Code_Gen at BLP-2025 Task 2: BanglaCode: A Cross-lingual Benchmark for Code Generation with Translation and Assertion Strategies AACL 2025