Generation

NewsInterview: a Dataset and a Playground to Evaluate LLMs’ Grounding Gap via Informational Interviews ACL 2025 NexusSum: Hierarchical LLM Agents for Long-Form Narrative Summarization ACL 2025 NIM: Neuro-symbolic Ideographic Metalanguage for Inclusive Communication EMNLP 2025 NIT-Surat@L-Sum: A Semantic Retrieval-Based Framework for Summarizing Indian Judicial Documents AACL 2025 NLP4Health: Multilingual Clinical Dialogue Summarization and QA with mT5 and LoRA AACL 2025 NLP+Code: Code Intelligence in Language Models EMNLP 2025 NLP for Counterspeech against Hate and Misinformation (CSHAM) ACL 2025 NLP@IIMAS-CLTL at Multilingual Counterspeech Generation: Combating Hate Speech Using Contextualized Knowledge Graph Representations and LLMs COLING 2025 ‘No’ Matters: Out-of-Distribution Detection in Multimodality Multi-Turn Interactive Dialogue Download PDF ACL 2025 Non-Emotion-Centric Empathetic Dialogue Generation COLING 2025 Non-myopic Generation of Language Models for Reasoning and Planning ICLR 2025 NorEval: A Norwegian Language Understanding and Generation Evaluation Benchmark ACL 2025 NormGenesis: Multicultural Dialogue Generation via Exemplar-Guided Social Norm Modeling and Violation Recovery EMNLP 2025 Northeastern Uni at Multilingual Counterspeech Generation: Enhancing Counter Speech Generation with LLM Alignment through Direct Preference Optimization COLING 2025 Not Lost After All: How Cross-Encoder Attribution Challenges Position Bias Assumptions in LLM Summarization EMNLP 2025 Not quite Sherlock Holmes: Language model predictions do not reliably differentiate impossible from improbable events ACL 2025 NOVA-63: Native Omni-lingual Versatile Assessments of 63 Disciplines EMNLP 2025 NOVA: An Iterative Planning Framework for Enhancing Scientific Innovation with Large Language Models ACL 2025 NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning EMNLP 2025 Now You See Me: Context-Aware Automatic Audio Description WACV 2025 NSU_PiedPiper at BLP-2025 Task 2: A Chain-of-Thought with Iterative Debugging Approach for Code Generation with Bangla Instruction AACL 2025 NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction ICML 2025 NusaDialogue: Dialogue Summarization and Generation for Underrepresented and Extremely Low-Resource Languages COLING 2025 NUST Alpha at RIRAG 2025: Fusion RAG for Bridging Lexical and Semantic Retrieval and Question Answering COLING 2025 NUTSHELL: A Dataset for Abstract Generation from Scientific Talks ACL 2025