已发表成果:
WOK 论文 194 篇;中文核心 12 篇;其它论文 1 篇;专利发明 5 个;
Who To Align With: Feedback-Oriented Multi-Modal Alignment in Recommendation Systems
Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation
LiteSearch: Efficacious Tree Search for LLM
Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing
Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval
Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs
A Survey on Multi-modal Machine Translation: Tasks, Methods and Challenges
On the Information Redundancy in Non-Autoregressive Translation
Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment
Response Enhanced Semi-supervised Dialogue Query Generation
Self-Consistency Boosts Calibration for Math Reasoning
Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal
Fine-Grained Self-Endorsement Improves Factuality and Reasoning
TDAG: A Multi-Agent Framework based on Dynamic Task Decomposition and Agent Generation
Exploring iterative dual domain adaptation for neural machine translation
Transformer-based network with temporal depthwise convolutions for sEMG recognition
EmoTrans: Emotional Transition-based Model for Emotion Recognition in Conversation
Adaptive Simultaneous Sign Language Translation with Confident Translation Length Estimation
MHGRL: An Effective Representation Learning Model for Electronic Health Records
Signer Diversity-driven Data Augmentation for Signer-Independent Sign Language Translation
Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment
Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models
IBADR: an Iterative Bias-Aware Dataset Refinement Framework for Debiasing NLU models
Towards Better Multi-modal Keyphrase Generation via Visual Entity Enhancement and Multi-granularity Image Noise Filtering
Multi-modal graph contrastive encoding for neural machine translation
Towards Better Multi-modal Keyphrase Generation via Visual Entity Enhancement and Multi-granularity Image Noise Filtering
Eva-KELLM: A New Benchmark for Evaluating Knowledge Editing of LLMs
A Feedback-Enhanced Two-Stage Framework for judicial machine reading comprehension
A Multi-Task Multi-Stage Transitional Training Framework for Neural Chat Translation
From statistical methods to deep learning, automatic keyphrase prediction: A survey
OpenFact: Factuality Enhanced Open Knowledge Extraction
Code-Aware Cross-Program Transfer Hyperparameter Optimization
Exploring Self-Distillation Based Relational Reasoning Training for Document-Level Relation Extraction
LagNet: Deep Lagrangian Mechanics for Plug-and-Play Molecular Representation Learning
Exploring Iterative Dual Domain Adaptation for Neural Machine Translation
A Simple yet Effective Self-Debiasing Framework for Transformer Models
Search-engine-augmented dialogue response generation with cheaply supervised query production
A Sequence-to-Sequence&Set Model for Text-to-Table Generation
Exploring Better Text Image Translation with Multimodal Codebook
Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation
Revisiting Non-Autoregressive Translation at Scale
BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation
RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training
Meta-learning based instance manipulation for implicit discourse relation recognition
From Statistical Methods to Deep Learning, Automatic Keyphrase Prediction: A Survey
Search-Engine-augmented Dialogue Response Generation with Cheaply Supervised Query Production
A Multi-task Multi-stage Transitional Training Framework for Neural Chat Translation
FactGen: Faithful Text Generation by Factuality-aware Pre-training and Contrastive Ranking Fine-tuning
FactGen: Faithful Text Generation by Factuality-aware Pre-training and Contrastive Ranking Fine-tuning
Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation
Exploring Better Text Image Translation with Multimodal Codebook
The Xiaomi AI Lab’s Speech Translation Systems for IWSLT 2023 Offline Task, Simultaneous Task and Speech-to-Speech Task
A Sequence-to-Sequence&Set Model for Text-to-Table Generation
Revisiting Non-Autoregressive Translation at Scale
BIGVIDEO: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation
RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training
An Effective Pre-trained Visual Encoder for?Medical Visual Question Answering
Exploring Effective Inter-Encoder Semantic Interaction for Document-Level Relation Extraction
D<SUP>2</SUP>PSG: Multi-Party Dialogue Discourse Parsing as Sequence Generation
Modeling different effects of user and product attributes on review sentiment classification
Towards Better Document-level Relation Extraction via Iterative Inference
Getting the Most out of Simile Recognition
Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis
Towards Robust k-Nearest-Neighbor Machine Translation
A novel multi-domain machine reading comprehension model with domain interference mitigation
Neutralizing Popularity Bias in Recommendation Models
A Label Dependence-Aware Sequence Generation Model for Multi-Level Implicit Discourse Relation Recognition
KGR4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation
Bilingual attention based neural machine translation
Type-Driven Multi-Turn Corrections for Grammatical Error Correction
A Variational Hierarchical Model for Neural Cross-Lingual Summarization
Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation
Plenty is Plague: Fine-Grained Learning for Visual Question Answering
CASA: Conversational Aspect Sentiment Analysis for Dialogue Understanding
CASA: Conversational Aspect Sentiment Analysis for Dialogue Understanding
A Variational Hierarchical Model for Neural Cross-Lingual Summarization
Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation
Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation
Unimodal and Multimodal Integrated Representation Learning via Improved Information Bottleneck for Multimodal Sentiment Analysis
Controllable Dialogue Generation With Disentangled Multi-Grained Style Specification and Attribute Consistency Reward
AAN plus : Generalized Average Attention Network for Accelerating Neural Transformer
Towards Better Document-level Relation Extraction via Iterative Inference
Adaptive Token-level Cross-lingual Feature Mixing for Multilingual Neural Machine Translation
Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis
Towards Robust k-Nearest-Neighbor Machine Translation
Getting the Most out of Simile Recognition
Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training
Enhanced aspect-based sentiment analysis models with progressive self-supervised attention learning
Exploring Discriminative Word-Level Domain Contexts for Multi-Domain Neural Machine Translation
Multi-modal neural machine translation with deep semantic interactions
Uncovering Media Bias via Social Network Learning
An External Knowledge Enhanced Graph-Based Neural Network for Sentence Ordering
A Real-Time Global Inference Network for One-Stage Referring Expression Comprehension
Bridging subword gaps in pretrain-finetune paradigm for natural language generation
Towards user-driven neural machine translation
Exploring dynamic selection of branch expansion orders for code generation
BACO: A background knowledge- And content-based framework for citing sentence generation
An AST Structure Enhanced Decoder for Code Generation
An External Knowledge Enhanced Graph-Based Neural Network for Sentence Ordering
Enhancing Chinese Word Segmentation via Pseudo Labels for Practicability
Preface
A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues
Towards Making the Most of Dialogue Characteristics for Neural Chat Translation
Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings
Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning
Neural Machine Translation With GRU-Gated Attention Model
K-armed Bandit based Multi-Modal Network Architecture Search for Visual Question Answering
Dynamic Context-guided Capsule Network for Multimodal Machine Translation
Cascade Grouped Attention Network for Referring Expression Segmentation
A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation
Modeling Discourse Structure for Document-level Neural Machine Translation
A robust adversarial training approach to machine reading comprehension
Neural simile recognition with cyclic multitask learning and local attention
Enhancing pointer network for sentence ordering with pairwise ordering predictions
Grounding-Tracking-Integration
Exploring contextual word-level style relevance for unsupervised style transfer
Modeling discourse structure for document-level neural machine translation
A novel graph-based multi-modal fusion encoder for neural machine translation
Hierarchical multi-task learning with CRF for implicit discourse relation recognition
Semantically Smooth Bilingual Phrase Embeddings Based on Recursive Autoencoders
Simplifying neural machine translation with addition-subtraction twin-gated recurrent networks
Multi-domain neural machine translation with word-level domain context discrimination
Progressive self-supervised attention learning for aspect-level sentiment analysis
Iterative dual domain adaptation for neural machine translation
Towards linear time neural machine translation with capsule networks
Leveraging dependency forest for neural medical relation extraction
Exploiting reverse target-side contexts for neural machine translation via asynchronous bidirectional decoding
Future-Aware Knowledge Distillation for Neural Machine Translation
Exploiting temporal relationships in video moment localization with natural language
Towards Cross-modality Topic Modelling via Deep Topical Correlation Analysis
Weighted Lattice Based Recurrent Neural Networks for Sentence Semantic Representation Modeling
A neural image captioning model with caption-to-images semantic constructor
Boosting implicit discourse relation recognition with connective-based word embeddings
POS Tag-enhanced Coarse-to-fine Attention for Neural Machine Translation
A Lexical Resource-Constrained Topic Model for Word Relatedness
Social Media Based Topic Modeling for Smart Campus: A Deep Topical Correlation Analysis Method
Graph-based neural sentence ordering
Neural collective entity linking based on recurrent random walk network learning
Dynamic capsule attention for visual question answering
Free vqa models from knowledge inertia by pairwise inconformity learning
Semantic Neural Machine Translation Using AMR
GroupCap: Group-Based Image Captioning with Structured Relevance and Diversity Constraints
Alignment-consistent recursive neural networks for bilingual phrase embeddings
Cross-lingual implicit discourse relation recognition with co-training
A Hierarchy-to-Sequence Attentional Neural Machine Translation Model
Fog-based two-phase event monitoring and data gathering in vehicular sensor networks
A neural generative autoencoder for bilingual word embeddings
Context-Aware Phrase Representation for Statistical Machine Translation
Lattice-to-sequence attentional Neural Machine Translation models
Variational recurrent neural machine translation
Topic-Guided automatical human-simulated tweeting system
Otem&Utem: Over- and Under-Translation Evaluation Metric for NMT
Alignment-Supervised Bidimensional Attention-Based Recursive Autoencoders for Bilingual Phrase Representation
Accelerating neural transformer via an average attention network
Asynchronous bidirectional decoding for neural machine translation
Neural Machine Translation with Deep Attention
Deconvolution-based global decoding for neural machine translation
Neural machine translation with decoding-history enhanced attention
A Context-Aware Recurrent Encoder for Neural Machine Translation
Exploring Implicit Semantic Constraints for Bilingual Word Embeddings
More than an answer: Neural pivot network for visual qestion answering
StructCap: Structured semantic embedding for image captioning
Predicting Microblog Sentiments via Weakly Supervised Multi-Modal Deep Learning
A Sentence Segmentation Method for Ancient Chinese Texts Based on Recurrent Neural Network
Co-training for Implicit Discourse Relation Recognition Based on Manual and Distributed Features
A Topic-Triggered Translation Model for Statistical Machine Translation
Learning Spatiotemporal and Geometric Features with ISA for Video-Based Facial Expression Recognition
BattRAE: Bidimensional attention-based recursive autoencoders for learning bilingual phrase embeddings
Lattice-based recurrent neural network encoders for neural machine translation
Learning better discourse representation for implicit discourse relation recognition via attention networks
Improving implicit discourse relation recognition with discourse-specific word embeddings
Leveraging bilingually-constrained synthetic data via multi-task neural networks for implicit discourse relation recognition
Tree-state based rule selection models for hierarchical phrase-based machine translation
Convolution-enhanced bilingual recursive neural network for bilingual semantic modeling
Bilingual autoencoders with global descriptors for modeling parallel sentences
Variational neural machine translation
Variational neural discourse relation recognizer
Bilingually-constrained Synthetic Data for Implicit Discourse Relation Recognition
Unsupervised word sense induction using rival penalized competitive learning
A context-Aware topic model for statistical machine translation
Graph-based collective lexical selection for statistical machine translation
Shallow convolutional neural network for implicit discourse relation recognition
Bilingual correspondence recursive autoencoders for statistical machine translation
Discriminative reordering model adaptation via structural learning
Improved statistical machine translation model with topic-based paraphrase
Graph-based Lexicalized Reordering Models for Statistical Machine Translation
Topic-aware pivot language approach for statisticalmachine translation
An improved maximal entropy based bracketing transduction grammar translation model with ensemble learning
Regularized structured perceptron: A case study on chineseword segmentation, POS tagging and parsing
Pivot probability induction for statistical machine translation with topic similarity
Improving Chinese word segmentation using partially annotated sentences
Translation model adaptation for statistical machine translation with monolingual topic information
An approach to n-gram language model evaluation in phrase-based statistical machine translation
Naive Bayes classification algorithm based on optimized training data
基于语义图的法律文本多跳阅读理解研究
中文信息学报,1003-0077,2024-11-15.融合特定语言适配模块的多语言神经机器翻译
计算机科学,1002-137X,2022-01-15.中文词语内部层次结构标注语料库的建立
厦门大学学报(自然科学版),0438-0479,2020-01-13.神经网络机器翻译研究热点与前沿趋势分析
中文信息学报,1003-0077,2019-11-15.基于带权词格的循环神经网络句子语义表示建模
计算机研究与发展,1000-1239,2019-04-15.基于图的微博广告文本识别
厦门大学学报. 自然科学版,0438-0479,2017.一种基于循环神经网络的古文断句方法
北京大学学报. 自然科学版,0479-8023,2017.一种基于循环神经网络的古文断句方法
北京大学学报(自然科学版),0479-8023,2016-11-30.基于复述技术的汉语成语翻译方法研究
中文信息学报,1003-0077,2015-07-15.引入基于主题复述知识的统计机器翻译模型
浙江大学学报(工学版),1008-973X,2014-10-15.引入集成学习的最大熵短语调序模型
中文信息学报,1003-0077,2014-01-15.引入复述技术的统计机器翻译研究综述
智能系统学报,1673-4785,2013-05-15.篇章神经机器翻译综述
情报工程,2095-915X,2020-10-15.