Generation

Map&Make: Schema Guided Text to Table Generation ACL 2025 Mapping Cross-Lingual Sentence Representations for Low-Resource Language Pairs Using Pre-trained Language Models COLING 2025 MA-RAG: Automating Role Engineering for RESTful APIs with Multi-Head Attention and Retrieval-Augmented Generation IJCAI 2025 Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support EMNLP 2025 MARS-Bench: A Multi-turn Athletic Real-world Scenario Benchmark for Dialogue Evaluation EMNLP 2025 Mask and You Shall Receive: Optimizing Masked Language Modeling For Pretraining BabyLMs EMNLP 2025 Masked Diffusion Language Models with Frequency-Informed Training EMNLP 2025 Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis AAAI 2025 MASSW: A New Dataset and Benchmark Tasks for AI-Assisted Scientific Workflows NAACL 2025 MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula AAAI 2025 MC2: A Minimum-Coverage and Dataset-Agnostic Framework for Compositional Generalization of LLMs on Semantic Parsing EMNLP 2025 MCiteBench: A Multimodal Benchmark for Generating Text with Citations EMNLP 2025 MCP2OSC: Parametric Control by Natural Language NeurIPS 2025 MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison Feedback NAACL 2025 MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation COLING 2025 MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search EMNLP 2025 MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents AAAI 2025 MDSEval: A Meta-Evaluation Benchmark for Multimodal Dialogue Summarization EMNLP 2025 Measure only what is measurable: towards conversation requirements for evaluating task-oriented dialogue systems ACL 2025 Measuring and Benchmarking Large Language Models’ Capabilities to Generate Persuasive Language NAACL 2025 Measuring and Mitigating Media Outlet Name Bias in Large Language Models EMNLP 2025 Measuring Lexical Diversity of Synthetic Data Generated through Fine-Grained Persona Prompting EMNLP 2025 Measuring Sycophancy of Language Models in Multi-turn Dialogues EMNLP 2025 Measuring the Effect of Transcription Noise on Downstream Language Understanding Tasks ACL 2025 Measuring the Robustness of Reference-Free Dialogue Evaluation Systems COLING 2025