conftrace_

constrained decoding

100 papers

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neural machine translation (2310) large language model (13587) semantic parsing (960) text generation (2913) language model (4599) beam search (309) question answering (2963) machine translation (2499) retrieval-augmented generation (1592) lexically constrained decoding (10)

Papers

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
SLICEFORMER: Static Program Slicing Using Language Models With Dataflow-Aware Pretraining and Constrained Decoding ACL 2026
Chandomitra: Towards Generating Structured Sanskrit Poetry from Natural Language Inputs EACL 2026
Agnus LLM: Robust and Flexible Entity Disambiguation with decoder-only Language Models AACL 2025
Low-Hallucination and Efficient Coreference Resolution with LLMs EMNLP 2025
Logically Constrained Decoding EMNLP 2025
GRAMMAR-LLM: Grammar-Constrained Natural Language Generation ACL 2025
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
StoC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering NAACL 2025
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation ACL 2025
Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains ACL 2025
Patient-Centric Multilingual Question Answering and Summary Generation for Head and Neck Cancer and Blood Donation IJCNLP 2025
Giving the Old a Fresh Spin: Quality Estimation-Assisted Constrained Decoding for Automatic Post-Editing NAACL 2025
Pre3: Enabling Deterministic Pushdown Automata for Faster Structured LLM Generation ACL 2025
Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes EMNLP 2025
Multilingual Generative Retrieval via Cross-lingual Semantic Compression EMNLP 2025
Constrained Decoding with Speculative Lookaheads NAACL 2025
Explainable ICD Coding via Entity Linking NAACL 2025
MindRef: Mimicking Human Memory for Hierarchical Reference Retrieval with Fine-Grained Location Awareness ACL 2025
Combining Constrained and Unconstrained Decoding via Boosting: BoostCD and Its Application to Information Extraction EMNLP 2025
DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning EMNLP 2025
SLOT: Structuring the Output of Large Language Models EMNLP 2025
SALT at SemEval-2025 Task 2: A SQL-based Approach for LLM-Free Entity-Aware-Translation SEMEVAL 2025