← Authors

Jinsong Su

124 papers · 2010–2026 · 11 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (11) 🌍 Conference Polyglot (11) 🐝 Cross-Pollinator (12) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (15) 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (38) 🧬 Topic Evolution πŸ† Keyword Champion (4) πŸ”¬ Deep Specialist (29) 🀝 Dynamic Duo (21) πŸ’Ž Century Club (121) πŸ—ƒοΈ Keyword Collector (458) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (14) πŸš€ Conference Pioneer ⚑ Prolific Year (16)

Conferences

ACL (38) EMNLP (36) AAAI (17) IJCNLP (10) COLING (9) IJCAI (8) NAACL (2) CVPR (1) EACL (1) ICML (1) INTERSPEECH (1)

Top co-authors

Min Zhang (22) Ante Wang (18) Fandong Meng (17) Deyi Xiong (17) Jie Zhou (17) Junfeng Yao (16) Linfeng Song (16) Yidong Chen (14) Chulun Zhou (14) Liang Zhang (14)

Keywords

neural machine translation (22) knowledge distillation (10) contrastive learning (9) graph neural network (9) machine translation (9) large language model (9) text generation (9) domain adaptation (8) attention mechanism (8) multimodal learning (7) reinforcement learning (6) data augmentation (5) neural network (5) mutual learning (4) transfer learning (4) catastrophic forgetting (4) adversarial training (4) code generation (3) multi-modal learning (3) relation extraction (3)

Papers

Augmenting Intra-Modal Understanding in MLLMs for Robust Multimodal Keyphrase Generation AAAI 2026
Beyond Passive Critical Thinking: Fostering Proactive Questioning to Enhance Human-AI Collaboration AAAI 2026
PLaST: Towards Paralinguistic-aware Speech Translation AAAI 2026
A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection EMNLP 2025
AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity ACL 2025
A Self-Denoising Model for Robust Few-Shot Relation Extraction ACL 2025
Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025
Don’t Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls ACL 2025
Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models ACL 2025
Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study ACL 2025
LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning AAAI 2025
Boosting Visual Knowledge-Intensive Training for LVLMs Through Causality-Driven Visual Object Completion IJCAI 2025
FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation ACL 2025
EpiCoder: Encompassing Diversity and Complexity in Code Generation ICML 2025
An Evaluation Resource for Grounding Translation Errors EMNLP 2025
LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning EMNLP 2025
PATIMT-Bench: A Multi-Scenario Benchmark for Position-Aware Text Image Machine Translation in Large Vision-Language Models EMNLP 2025
TempParaphraser: β€œHeating Up” Text to Evade AI-Text Detection through Paraphrasing EMNLP 2025
LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models EMNLP 2025
Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs ACL 2024
MHGRL: An Effective Representation Learning Model for Electronic Health Records COLING 2024
Adaptive Simultaneous Sign Language Translation with Confident Translation Length Estimation COLING 2024
EmoTrans: Emotional Transition-based Model for Emotion Recognition in Conversation COLING 2024
Response Enhanced Semi-supervised Dialogue Query Generation AAAI 2024
Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment AAAI 2024
Self-Consistency Boosts Calibration for Math Reasoning EMNLP 2024
A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models EMNLP 2024
Multi-Level Cross-Modal Alignment for Speech Relation Extraction EMNLP 2024
One2Set + Large Language Model: Best Partners for Keyphrase Generation EMNLP 2024
Empowering Backbone Models for Visual Text Generation with Input Granularity Control and Glyph-Aware Training EMNLP 2024
Signer Diversity-driven Data Augmentation for Signer-Independent Sign Language Translation NAACL 2024
Using Large Language Model for End-to-End Chinese ASR and NER INTERSPEECH 2024
Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal ACL 2024
Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing ACL 2024
Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation ACL 2024
Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval ACL 2024
Improving LLM Generations via Fine-Grained Self-Endorsement ACL 2024
Revisiting Non-Autoregressive Translation at Scale ACL 2023
The Xiaomi AI Lab’s Speech Translation Systems for IWSLT 2023 Offline Task, Simultaneous Task and Speech-to-Speech Task ACL 2023
Code-Aware Cross-Program Transfer Hyperparameter Optimization AAAI 2023
IBADR: an Iterative Bias-Aware Dataset Refinement Framework for Debiasing NLU models EMNLP 2023
LagNet: Deep Lagrangian Mechanics for Plug-and-Play Molecular Representation Learning AAAI 2023
Exploring All-In-One Knowledge Distillation Framework for Neural Machine Translation EMNLP 2023
HyperNetwork-based Decoupling to Improve Model Generalization for Few-Shot Relation Extraction EMNLP 2023
Continual Learning for Multilingual Neural Machine Translation via Dual Importance-based Model Division EMNLP 2023
Domain Adaptation for Conversational Query Production with the RAG Model Feedback EMNLP 2023
Exploring Effective Inter-Encoder Semantic Interaction for Document-Level Relation Extraction IJCAI 2023
Exploring Self-Distillation Based Relational Reasoning Training for Document-Level Relation Extraction AAAI 2023
Exploring Better Text Image Translation with Multimodal Codebook ACL 2023
Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation ACL 2023
A Sequence-to-Sequence&Set Model for Text-to-Table Generation ACL 2023
BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation ACL 2023
RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training ACL 2023
Towards Robust k-Nearest-Neighbor Machine Translation EMNLP 2022
KGR4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation AAAI 2022
A Label Dependence-Aware Sequence Generation Model for Multi-Level Implicit Discourse Relation Recognition AAAI 2022
A Variational Hierarchical Model for Neural Cross-Lingual Summarization ACL 2022
Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation ACL 2022
Type-Driven Multi-Turn Corrections for Grammatical Error Correction ACL 2022
Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training COLING 2022
Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis EMNLP 2022
WR-One2Set: Towards Well-Calibrated Keyphrase Generation EMNLP 2022
Towards Better Document-level Relation Extraction via Iterative Inference EMNLP 2022
Adaptive Token-level Cross-lingual Feature Mixing for Multilingual Neural Machine Translation EMNLP 2022
CLLE: A Benchmark for Continual Language Learning Evaluation in Multilingual Machine Translation EMNLP 2022
Getting the Most out of Simile Recognition EMNLP 2022
Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation NAACL 2022
Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation ACL 2021
Exploring Dynamic Selection of Branch Expansion Orders for Code Generation IJCNLP 2021
Enhancing Chinese Word Segmentation via Pseudo Labels for Practicability ACL 2021
Towards User-Driven Neural Machine Translation IJCNLP 2021
BACO: A Background Knowledge- and Content-Based Framework for Citing Sentence Generation IJCNLP 2021
A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues IJCAI 2021
BACO: A Background Knowledge- and Content-Based Framework for Citing Sentence Generation ACL 2021
Towards Making the Most of Dialogue Characteristics for Neural Chat Translation EMNLP 2021
Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings EMNLP 2021
Enhancing Chinese Word Segmentation via Pseudo Labels for Practicability IJCNLP 2021
Towards User-Driven Neural Machine Translation ACL 2021
Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning AAAI 2021
Exploring Dynamic Selection of Branch Expansion Orders for Code Generation ACL 2021
Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation IJCNLP 2021
Enhancing Pointer Network for Sentence Ordering with Pairwise Ordering Predictions AAAI 2020
Neural Simile Recognition with Cyclic Multitask Learning and Local Attention AAAI 2020
A Robust Adversarial Training Approach to Machine Reading Comprehension AAAI 2020
Modeling Discourse Structure for Document-level Neural Machine Translation ACL 2020
Structural Information Preserving for Graph-to-Text Generation ACL 2020
Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer ACL 2020
A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation ACL 2020
An Iterative Multi-Source Mutual Knowledge Transfer Framework for Machine Reading Comprehension IJCAI 2020
Iterative Dual Domain Adaptation for Neural Machine Translation IJCNLP 2019
Towards Linear Time Neural Machine Translation with Capsule Networks IJCNLP 2019
Leveraging Dependency Forest for Neural Medical Relation Extraction IJCNLP 2019
Dynamic Capsule Attention for Visual Question Answering AAAI 2019
Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis ACL 2019
Free VQA Models from Knowledge Inertia by Pairwise Inconformity Learning AAAI 2019
Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning IJCAI 2019
Graph-based Neural Sentence Ordering IJCAI 2019
Iterative Dual Domain Adaptation for Neural Machine Translation EMNLP 2019
Towards Linear Time Neural Machine Translation with Capsule Networks EMNLP 2019
Leveraging Dependency Forest for Neural Medical Relation Extraction EMNLP 2019
Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks EMNLP 2018
GroupCap: Group-Based Image Captioning With Structured Relevance and Diversity Constraints CVPR 2018
Deconvolution-Based Global Decoding for Neural Machine Translation COLING 2018
Neural Machine Translation with Decoding History Enhanced Attention COLING 2018
Accelerating Neural Transformer via an Average Attention Network ACL 2018
Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination EMNLP 2018
Improving Implicit Discourse Relation Recognition with Discourse-specific Word Embeddings ACL 2017
Variational Neural Machine Translation EMNLP 2016
Tree-State Based Rule Selection Models for Hierarchical Phrase-Based Machine Translation IJCAI 2016
Variational Neural Discourse Relation Recognizer EMNLP 2016
Bilingually-constrained Synthetic Data for Implicit Discourse Relation Recognition EMNLP 2016
Convolution-Enhanced Bilingual Recursive Neural Network for Bilingual Semantic Modeling COLING 2016
Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences COLING 2016
A Context-Aware Topic Model for Statistical Machine Translation IJCNLP 2015
Discriminative Reordering Model Adaptation via Structural Learning IJCAI 2015
A Context-Aware Topic Model for Statistical Machine Translation ACL 2015
Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation EMNLP 2015
Graph-Based Collective Lexical Selection for Statistical Machine Translation EMNLP 2015
Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition EMNLP 2015
Regularized Structured Perceptron: A Case Study on Chinese Word Segmentation, POS Tagging and Parsing EACL 2014
A Topic-Triggered Language Model for Statistical Machine Translation IJCNLP 2013
Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information ACL 2012
Dependency-Based Bracketing Transduction Grammar for Statistical Machine Translation COLING 2010
Learning Lexicalized Reordering Models from Reordering Graphs ACL 2010