constrained decoding

Sheep’s Skin, Wolf’s Deeds: Are LLMs Ready for Metaphorical Implicit Hate Speech? ACL 2025 SLENDER: Structured Outputs for SLM-based NER in Low-Resource Englishes ACL 2025 SLOT: Structuring the Output of Large Language Models EMNLP 2025 StoC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering NAACL 2025 TTD-SQL: Tree-Guided Token Decoding for Efficient and Schema-Aware SQL Generation EMNLP 2025 Adapting LLMs for Structured Natural Language API Integration EMNLP 2024 Constrained Decoding for Cross-lingual Label Projection ICLR 2024 Control-DAG: Constrained Decoding for Non-Autoregressive Directed Acyclic T5 using Weighted Finite State Automata NAACL 2024 Edit-Constrained Decoding for Sentence Simplification EMNLP 2024 FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking EMNLP 2024 FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs NAACL 2024 Grammar-Aligned Decoding NeurIPS 2024 Guiding LLMs The Right Way: Fast, Non-Invasive Constrained Generation ICML 2024 JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models NAACL 2024 Re3val: Reinforced and Reranked Generative Retrieval EACL 2024 Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access ACL 2024 1-PAGER: One Pass Answer Generation and Evidence Retrieval EMNLP 2023 BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing NeurIPS 2023 Benchmarking and Improving Text-to-SQL Generation under Ambiguity EMNLP 2023 DiffusionRet: Diffusion-Enhanced Generative Retriever using Constrained Decoding EMNLP 2023 Easy Guided Decoding in Providing Suggestions for Interactive Machine Translation ACL 2023 Geo-Seq2seq: Twitter User Geolocation on Noisy Data through Sequence to Sequence Learning ACL 2023 Lazy-k Decoding: Constrained Decoding for Information Extraction EMNLP 2023 Learning Semantic Role Labeling from Compatible Label Sequences EMNLP 2023 Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing EMNLP 2023