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Generation

11,987 papers (2 classified directly here)

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Papers (including subtopics)

Learning to See through Sound: From VggCaps to Multi2Cap for Richer Automated Audio Captioning EMNLP 2025 Learning to Select In-Context Demonstration Preferred by Large Language Model ACL 2025 Learning to Summarize from LLM-generated Feedback NAACL 2025 Learning to Translate Ambiguous Terminology by Preference Optimization on Post-Edits EMNLP 2025 Learning to vary: Teaching LMs to reproduce human linguistic variability in next-word prediction EMNLP 2025 Learning to Verify Summary Facts with Fine-Grained LLM Feedback COLING 2025 LearnLens: LLM-Enabled Personalised, Curriculum-Grounded Feedback with Educators in the Loop EMNLP 2025 Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025 Legal Document Summarization: A Zero-shot Modular Agentic Workflow Approach AACL 2025 LegalViz: Legal Text Visualization by Text To Diagram Generation NAACL 2025 Lemma Dilemma: On Lemma Generation Without Domain- or Language-Specific Training Data EMNLP 2025 Lemmatization of Cuneiform Languages Using the ByT5 Model NAACL 2025 Length Controlled Generation for Black-box LLMs ACL 2025 Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation ACL 2025 LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization EMNLP 2025 Leveraging AI to Bridge Classical Arabic and Modern Standard Arabic for Text Simplification COLING 2025 Leveraging Dictionaries and Grammar Rules for the Creation of Educational Materials for Indigenous Languages NAACL 2025 Leveraging Explicit Reasoning for Inference Integration in Commonsense-Augmented Dialogue Models COLING 2025 Leveraging Generative AI for Enhancing Automated Assessment in Programming Education Contests ACL 2025 Leveraging Language Models for Summarizing Mental State Examinations: A Comprehensive Evaluation and Dataset Release COLING 2025 Leveraging Multilingual Models for Robust Grammatical Error Correction Across Low-Resource Languages COLING 2025 Leveraging Panoptic Scene Graph for Evaluating Fine-Grained Text-to-Image Generation ICCV 2025 Leveraging Semantic Triples for Private Document Generation with Local Differential Privacy Guarantees EMNLP 2025 Leveraging What’s Overfixed: Post-Correction via LLM Grammatical Error Overcorrection EMNLP 2025 LexGenie: Automated Generation of Structured Reports for European Court of Human Rights Case Law ACL 2025