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

SALT at SemEval-2025 Task 2: A SQL-based Approach for LLM-Free Entity-Aware-Translation SEMEVAL 2025
Giving the Old a Fresh Spin: Quality Estimation-Assisted Constrained Decoding for Automatic Post-Editing NAACL 2025
Agnus LLM: Robust and Flexible Entity Disambiguation with decoder-only Language Models AACL 2025
Low-Hallucination and Efficient Coreference Resolution with LLMs EMNLP 2025
Patient-Centric Multilingual Question Answering and Summary Generation for Head and Neck Cancer and Blood Donation AACL 2025
Edit-Constrained Decoding for Sentence Simplification EMNLP 2024
Grammar-Aligned Decoding NIPS 2024
Control-DAG: Constrained Decoding for Non-Autoregressive Directed Acyclic T5 using Weighted Finite State Automata NAACL 2024
Re3val: Reinforced and Reranked Generative Retrieval EACL 2024
JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models NAACL 2024
FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs NAACL 2024
Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access ACL 2024
Adapting LLMs for Structured Natural Language API Integration EMNLP 2024
FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking EMNLP 2024
1-PAGER: One Pass Answer Generation and Evidence Retrieval EMNLP 2023
VARCO-MT: NCSOFT’s WMT’23 Terminology Shared Task Submission EMNLP 2023
Easy Guided Decoding in Providing Suggestions for Interactive Machine Translation ACL 2023
Learning Semantic Role Labeling from Compatible Label Sequences EMNLP 2023
Terminology-Aware Translation with Constrained Decoding and Large Language Model Prompting EMNLP 2023
N-best T5: Robust ASR Error Correction using Multiple Input Hypotheses and Constrained Decoding Space INTERSPEECH 2023
The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding ACL 2023
Tree-Based Representation and Generation of Natural and Mathematical Language ACL 2023
Geo-Seq2seq: Twitter User Geolocation on Noisy Data through Sequence to Sequence Learning ACL 2023
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing EMNLP 2023
DiffusionRet: Diffusion-Enhanced Generative Retriever using Constrained Decoding EMNLP 2023