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ICTNLP's Projects

aih icon aih

Code for Findings of ACL 2021 paper "Addressing Inquiries about History: An Efficient and Practical Framework for Evaluating Open-domain Chatbot Consistency".

bayling icon bayling

“百聆”是一个基于LLaMA的语言对齐增强的英语/中文大语言模型,具有优越的英语/中文能力,在多语言和通用任务等多项测试中取得ChatGPT 90%的性能。BayLing is an English/Chinese LLM equipped with advanced language alignment, showing superior capability in English/Chinese generation, instruction following and multi-turn interaction.

bs-simt icon bs-simt

Source code for our ACL 2023 paper "Learning Optimal Policy for Simultaneous Machine Translation via Binary Search"

bt4st icon bt4st

Code for ACL 2023 main conference paper "Back Translation for Speech-to-text Translation Without Transcripts".

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Code for EMNLP 2022 main conference paper "Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues".

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Code for ACL 2023 main conference paper "CMOT: Cross-modal Mixup via Optimal Transport for Speech Translation"

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Code for ACL 2022 main conference paper "Overcoming Catastrophic Forgetting beyond Continual Learning: Balanced Training for Neural Machine Translation".

convex-learning icon convex-learning

Code for NeurIPS 2023 paper "Beyond MLE: Convex Learning for Text Generation"

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data repo for "Knowledge Diffusion for Neural Dialogue Generation"

cpdecoder icon cpdecoder

optimize the decoder of the neural machine translation model by the cube pruning algorithm

cress icon cress

Code for ACL 2023 main conference paper "Understanding and Bridging the Modality Gap for Speech Translation".

daspeech icon daspeech

Code for NeurIPS 2023 paper "DASpeech: Directed Acyclic Transformer for Fast and High-quality Speech-to-Speech Translation".

ddrs-nat icon ddrs-nat

Code for NAACL2022 main conference paper "One Reference Is Not Enough: Diverse Distillation with Reference Selection for Non-Autoregressive Translation"

dialoflow icon dialoflow

Code for ACL 2021 main conference paper "Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue Utterances".

diseg icon diseg

Source code for ACL 2023 paper "End-to-End Simultaneous Speech Translation with Differentiable Segmentation"

diversenmt icon diversenmt

Source code for the AAAI 2020 long paper <Modeling Fluency and Faithfulness for Diverse Neural Machine Translation>.

dstc8-avsd icon dstc8-avsd

We rank the 1st in DSTC8 Audio-Visual Scene-Aware Dialog competition. This is the source code for our IEEE/ACM TASLP (AAAI2020-DSTC8-AVSD) paper "Bridging Text and Video: A Universal Multimodal Transformer for Video-Audio Scene-Aware Dialog".

dual-path icon dual-path

Code for ACL 2022 main conference paper "Modeling Dual Read/Write Paths for Simultaneous Machine Translation"

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Official Implementation for the ICLR2023 paper "Fuzzy Alignments in Directed Acyclic Graph for Non-autoregressive Machine Translation"

gma icon gma

Code for ACL 2022 findings paper "Gaussian Multi-head Attention for Simultaneous Machine Translation"

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source code for "Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation"

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Source code for ICLR 2023 spotlight paper "Hidden Markov Transformer for Simultaneous Machine Translation"

itst icon itst

Code for EMNLP 2022 main conference paper "Information-Transport-based Policy for Simultaneous Translation"

lfr-nmt icon lfr-nmt

Source code for the EMNLP 2022 paper "Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions"

lnmt-ca icon lnmt-ca

Code for EMNLP 2022 main conference paper "Low-resource Neural Machine Translation with Cross-modal Alignment".

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