constrained decoding

Chandomitra: Towards Generating Structured Sanskrit Poetry from Natural Language Inputs EACL 2026 ChulaNLP at SemEval-2026 Task 6: A Hybrid BERT-LLM Framework for Political Response Clarity and Evasion Detection SemEval 2026 CPTCoder: A Reliable LLM System for Medical Procedure Code Prediction ACL 2026 GrocLM: Grocery Category Recommendation in E-Commerce with Large Language Models ACL 2026 Mitigating Multimodal Hallucinations via Gradient-based Self-Reflection CVPR 2026 SLICEFORMER: Static Program Slicing Using Language Models With Dataflow-Aware Pretraining and Constrained Decoding ACL 2026 Combining Constrained and Unconstrained Decoding via Boosting: BoostCD and Its Application to Information Extraction EMNLP 2025 Constrained Decoding with Speculative Lookaheads NAACL 2025 Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains ACL 2025 DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning EMNLP 2025 Efficient and Asymptotically Unbiased Constrained Decoding for Large Language Models AISTATS 2025 Explainable ICD Coding via Entity Linking NAACL 2025 Giving the Old a Fresh Spin: Quality Estimation-Assisted Constrained Decoding for Automatic Post-Editing NAACL 2025 GRAMMAR-LLM: Grammar-Constrained Natural Language Generation ACL 2025 Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes EMNLP 2025 LegalSearchLM: Rethinking Legal Case Retrieval as Legal Elements Generation EMNLP 2025 Logically Constrained Decoding EMNLP 2025 Low-Hallucination and Efficient Coreference Resolution with LLMs EMNLP 2025 MindRef: Mimicking Human Memory for Hierarchical Reference Retrieval with Fine-Grained Location Awareness ACL 2025 MIRA: Empowering One-Touch AI Services on Smartphones with MLLM-based Instruction Recommendation ACL 2025 Multilingual Generative Retrieval via Cross-lingual Semantic Compression EMNLP 2025 Patient-Centric Multilingual Question Answering and Summary Generation for Head and Neck Cancer and Blood Donation AACL 2025 Pre3: Enabling Deterministic Pushdown Automata for Faster Structured LLM Generation ACL 2025 RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation ACL 2025 SALT at SemEval-2025 Task 2: A SQL-based Approach for LLM-Free Entity-Aware-Translation SemEval 2025