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Papers
N-best T5: Robust ASR Error Correction using Multiple Input Hypotheses and Constrained Decoding Space
Interspeech 2023
Terminology-Aware Translation with Constrained Decoding and Large Language Model Prompting
EMNLP 2023
The Mechanical Bard: An Interpretable Machine Learning Approach to Shakespearean Sonnet Generation
ACL 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
VARCO-MT: NCSOFT’s WMT’23 Terminology Shared Task Submission
EMNLP 2023
A Simple and Fast Strategy for Handling Rare Words in Neural Machine Translation
AACL 2022
ASR Error Correction with Constrained Decoding on Operation Prediction
Interspeech 2022
CGF: Constrained Generation Framework for Query Rewriting in Conversational AI
EMNLP 2022
COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics
NeurIPS 2022
Constraining Linear-chain CRFs to Regular Languages
ICLR 2022
Controllable Text Generation for Open-Domain Creativity and Fairness
IJCAI 2022
Don’t Say What You Don’t Know: Improving the Consistency of Abstractive Summarization by Constraining Beam Search
EMNLP 2022
Dynamic Global Memory for Document-level Argument Extraction
ACL 2022
Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing
COLING 2022
Improving Phonetic Transcriptions of Children’s Speech by Pronunciation Modelling with Constrained CTC-Decoding
Interspeech 2022
Lexically Constrained Decoding with Edit Operation Prediction for Controllable Text Simplification
EMNLP 2022
NaturalProver: Grounded Mathematical Proof Generation with Language Models
NeurIPS 2022
PLM-based World Models for Text-based Games
EMNLP 2022
Restricted or Not: A General Training Framework for Neural Machine Translation
ACL 2022
Seq2Path: Generating Sentiment Tuples as Paths of a Tree
ACL 2022
The Devil is in the Details: On the Pitfalls of Vocabulary Selection in Neural Machine Translation
NAACL 2022
The University of Edinburgh’s Submission to the WMT22 Code-Mixing Shared Task (MixMT)
EMNLP 2022
TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Base
EMNLP 2022
Zero-shot Sonnet Generation with Discourse-level Planning and Aesthetics Features
NAACL 2022