Language Data Knowledge Computing Research Group in Xiamen University

mc_tit

Code for ACL 2023 paper: Exploring Better Text Image Translation with Multimodal Codebook

BigVideo-VMT

Implementaion of our ACL Findings 2023 paper "BIGVIDEO: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation"

Robust-knn-mt

Code for "Towards Robust k-Nearest-Neighbor Machine Translation" (EMNLP 2022)

ABDNMT-RNMT

Code for "Exploiting reverse target-side contexts for neural machine translation via asynchronous bidirectional decoding" (Artificial Intelligence, 2019)

RevisedKey-knn-mt

Code for "Bridging the Domain Gaps in Context Representations for $k$-Nearest Neighbor Neural Machine Translation" (ACL 2023)

TMTC

codes for "Type-Driven Multi-Turn Corrections for Grammatical Error Correction"(ACL2022 findings)

Scaling4NAT

Code for "Revisiting Non-Autoregressive Translation at Scale" (ACL Findings 2023)

WR-One2Set

Code for "WR-One2Set: Towards Well-Calibrated Keyphrase Generation" (EMNLP 2022)

DocRE-II

Code for "Towards Better Document-level Relation Extraction via Iterative Inference" (EMNLP 2022)

MultiCanOptim

Code for "Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation" (NAACL 2022)

DocRE-SD

Code for "Exploring Self-distillation based Relational Reasoning Training for Document-level Relation Extraction" (AAAI 2023)

RobustNMT-ISDST

Code for "Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training" (COLING 2022, Oral)

DocRE-BSI

Code for "Exploring Effective Inter-encoder Semantic Interaction for Document-Level Relation Extraction" (IJCAI 2023)

SemiDQG

Code for "Response Enhanced Semi-supervised Dialogue Query Generation" (AAAI-24)

AIO-KD

Code for "Exploring All-In-One Knowledge Distillation Framework for Neural Machine Translation" (EMNLP 2023)

FSRE-HDN

Code for "HyperNetwork-based Decoupling to Improve Model Generalization for Few-Shot Relation Extraction" (EMNLP 2023)

SSR

Codebase for "Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal" (ACL 2024)

DAMF

Code for paper "Domain Adaptation for Conversational Query Production with the RAG Model Feedback" (EMNLP23 Findings)

knn-mt-dr

MM-MKP

Code for "Towards Better Multi-modal Keyphrase Generation via Visual Entity Enhancement and Multi-granularity Image Noise Filtering" (ACM MM 2023) Will be available soon!

ChatMT-MMT

The code for "A Multi-Task Multi-Stage Transitional Training Framework for Neural Chat Translation"-IEEE Transactions on Pattern Analysis and Machine Intelligence

translatotron-v

Code for "Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation" (Findings of ACL 2024)

CoRE-NEPD

D2PSG

KGR-4

Codes for "KGR^4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation (AAAI2022)"

MNMT-GraphPCL

QGC

Code for "Retaining Key Information under High Compression Rates: Query-Guided Compressor for LLMs" (ACL 2024)

SEA-DialogGen

Code for "Search-Engine-augmented Dialogue Response Generation with Cheaply Supervised Query Production" (Artificial Intelligence, 2023)

Self-Endorsement

seq2seqset

implementaion of our ACL Findings 2023 paper "A Sequence-to-SequenceSet Model for Text-to-Table Generation"