← Authors

Jiajun Zhang

107 papers · 2008–2026 · 13 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (13) 🌈 Renaissance Researcher (11) 🐝 Cross-Pollinator (7) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (17) πŸ—ΊοΈ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (8) 🏠 Conference Loyalist (26) πŸ”¬ Deep Specialist (33) 🧬 Topic Evolution πŸ† Keyword Champion (5) πŸ‘₯ Mega-Team (22) 🀝 Dynamic Duo (71) πŸ’Ž Century Club (105) πŸ—ƒοΈ Keyword Collector (402) ❓ The Questioner (2) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (15) πŸš€ Conference Pioneer ⚑ Prolific Year (13)

Conferences

EMNLP (27) ACL (26) COLING (14) AAAI (12) IJCAI (8) IJCNLP (6) INTERSPEECH (3) NAACL (3) CVPR (2) ICLR (2) ICML (2) AACL (1) CONLL (1)

Top co-authors

Chengqing Zong (71) Yu Zhou (17) Junnan Zhu (13) Shaonan Wang (13) Yang Zhao (9) Yining Wang (9) Long Zhou (9) Haoran Li (8) Qian Wang (8) Feifei Zhai (7)

Keywords

neural machine translation (25) large language model (13) multi-task learning (10) attention mechanism (9) knowledge distillation (8) neural network (7) machine translation (7) knowledge transfer (6) parameter sharing (5) transfer learning (5) reinforcement learning (5) sentence representation (4) knowledge graph (4) language model (4) automatic speech recognition (4) multilingual neural machine translation (4) interactive decoding (4) vision-language model (3) text summarization (3) spoken language understanding (3)

Papers

CueBench: Advancing Unified Understanding of Context-Aware Video Anomalies in Real-World AAAI 2026
UNSEEN: Enhancing Dataset Pruning from a Generalization Perspective AAAI 2026
TokAlign: Efficient Vocabulary Adaptation via Token Alignment ACL 2025
Teaching Vision-Language Models to Ask: Resolving Ambiguity in Visual Questions ACL 2025
LADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMs ACL 2025
Hit the Sweet Spot! Span-Level Ensemble for Large Language Models COLING 2025
Enhancing Knowledge Distillation of Large Language Models through Efficient Multi-Modal Distribution Alignment COLING 2025
Collaborative Beam Search: Enhancing LLM Reasoning via Collective Consensus EMNLP 2025
OpenS2S: Advancing Fully Open-Source End-to-End Empathetic Large Speech Language Model EMNLP 2025
LAGCL4Rec: When LLMs Activate Interactions Potential in Graph Contrastive Learning for Recommendation EMNLP 2025
COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning NAACL 2025
ManiVideo: Generating Hand-Object Manipulation Video with Dexterous and Generalizable Grasping CVPR 2025
Look Again, Think Slowly: Enhancing Visual Reflection in Vision-Language Models EMNLP 2025
Language Imbalance Driven Rewarding for Multilingual Self-improving ICLR 2025
SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking ICLR 2025
Synthesizing Software Engineering Data in a Test-Driven Manner ICML 2025
Implicit Cross-Lingual Rewarding for Efficient Multilingual Preference Alignment ACL 2025
LRΒ²Bench: Evaluating Long-chain Reflective Reasoning Capabilities of Large Language Models via Constraint Satisfaction Problems ACL 2025
Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning ACL 2025
Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model ACL 2025
An Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical Reasoning ACL 2025
ProxyCap: Real-time Monocular Full-body Capture in World Space via Human-Centric Proxy-to-Motion Learning CVPR 2024
BLSP-Emo: Towards Empathetic Large Speech-Language Models EMNLP 2024
Large Language Models Know What is Key Visual Entity: An LLM-assisted Multimodal Retrieval for VQA EMNLP 2024
Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment NAACL 2024
Bridging the Gap between Different Vocabularies for LLM Ensemble NAACL 2024
X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions ACL 2024
CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models ACL 2024
SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms ICML 2024
BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials AAAI 2024
Improving Unsupervised Neural Machine Translation via Training Data Self-Correction COLING 2024
Parameter-efficient Tuning for Large Language Model without Calculating Its Gradients EMNLP 2023
Interpreting and Exploiting Functional Specialization in Multi-Head Attention under Multi-task Learning EMNLP 2023
Take a Closer Look at Multilinguality! Improve Multilingual Pre-Training Using Monolingual Corpora Only EMNLP 2023
Norm-based Noisy Corpora Filtering and Refurbishing in Neural Machine Translation EMNLP 2022
Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding ACL 2022
Addressing Asymmetry in Multilingual Neural Machine Translation with Fuzzy Task Clustering COLING 2022
Parameter Differentiation Based Multilingual Neural Machine Translation AAAI 2022
Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions ACL 2022
Learning Confidence for Transformer-based Neural Machine Translation ACL 2022
Investigating Parameter Sharing in Multilingual Speech Translation INTERSPEECH 2022
Probing Word Syntactic Representations in the Brain by a Feature Elimination Method AAAI 2022
Discrete Cross-Modal Alignment Enables Zero-Shot Speech Translation EMNLP 2022
CSDS: A Fine-Grained Chinese Dataset for Customer Service Dialogue Summarization EMNLP 2021
Attention Calibration for Transformer in Neural Machine Translation ACL 2021
Synchronous Interactive Decoding for Multilingual Neural Machine Translation AAAI 2021
Attention Calibration for Transformer in Neural Machine Translation IJCNLP 2021
Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation IJCNLP 2021
Augmenting Slot Values and Contexts for Spoken Language Understanding with Pretrained Models INTERSPEECH 2021
Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation ACL 2021
Exploiting Curriculum Learning in Unsupervised Neural Machine Translation EMNLP 2021
Entity-level Cross-modal Learning Improves Multi-modal Machine Translation EMNLP 2021
Dynamic Context Selection for Document-level Neural Machine Translation via Reinforcement Learning EMNLP 2020
Keywords-Guided Abstractive Sentence Summarization AAAI 2020
Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding AAAI 2020
Probing Brain Activation Patterns by Dissociating Semantics and Syntax in Sentences AAAI 2020
Multimodal Summarization with Guidance of Multimodal Reference AAAI 2020
Touch Editing: A Flexible One-Time Interaction Approach for Translation AACL 2020
Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization ACL 2020
Improving Autoregressive NMT with Non-Autoregressive Model ACL 2020
CASIA’s System for IWSLT 2020 Open Domain Translation ACL 2020
Distill and Replay for Continual Language Learning COLING 2020
Knowledge Graph Enhanced Neural Machine Translation via Multi-task Learning on Sub-entity Granularity COLING 2020
Multimodal Sentence Summarization via Multimodal Selective Encoding COLING 2020
Knowledge Graphs Enhanced Neural Machine Translation IJCAI 2020
Synchronously Generating Two Languages with Interactive Decoding EMNLP 2019
Addressing the Under-Translation Problem from the Entropy Perspective AAAI 2019
Synchronously Generating Two Languages with Interactive Decoding IJCNLP 2019
NCLS: Neural Cross-Lingual Summarization IJCNLP 2019
Are You for Real? Detecting Identity Fraud via Dialogue Interactions IJCNLP 2019
Towards Sentence-Level Brain Decoding with Distributed Representations AAAI 2019
Sequence Generation: From Both Sides to the Middle IJCAI 2019
Are You for Real? Detecting Identity Fraud via Dialogue Interactions EMNLP 2019
NCLS: Neural Cross-Lingual Summarization EMNLP 2019
A Compact and Language-Sensitive Multilingual Translation Method ACL 2019
End-to-End Speech Translation with Knowledge Distillation INTERSPEECH 2019
Incremental Learning from Scratch for Task-Oriented Dialogue Systems ACL 2019
Memory Consolidation for Contextual Spoken Language Understanding with Dialogue Logistic Inference ACL 2019
Three Strategies to Improve One-to-Many Multilingual Translation EMNLP 2018
MSMO: Multimodal Summarization with Multimodal Output EMNLP 2018
A Teacher-Student Framework for Maintainable Dialog Manager EMNLP 2018
Addressing Troublesome Words in Neural Machine Translation EMNLP 2018
Associative Multichannel Autoencoder for Multimodal Word Representation EMNLP 2018
Source Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language COLING 2018
Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization COLING 2018
Multi-modal Sentence Summarization with Modality Attention and Image Filtering IJCAI 2018
Phrase Table as Recommendation Memory for Neural Machine Translation IJCAI 2018
Towards Neural Machine Translation with Partially Aligned Corpora IJCNLP 2017
Learning Sentence Representation with Guidance of Human Attention IJCAI 2017
Neural System Combination for Machine Translation ACL 2017
Multi-modal Summarization for Asynchronous Collection of Text, Image, Audio and Video EMNLP 2017
Exploiting Word Internal Structures for Generic Chinese Sentence Representation EMNLP 2017
Towards Zero Unknown Word in Neural Machine Translation IJCAI 2016
An Empirical Exploration of Skip Connections for Sequential Tagging COLING 2016
Different Contexts Lead to Different Word Embeddings COLING 2016
An End-to-End Chinese Discourse Parser with Adaptation to Explicit and Non-explicit Relation Recognition CONLL 2016
Exploiting Source-side Monolingual Data in Neural Machine Translation EMNLP 2016
Local Translation Prediction with Global Sentence Representation IJCAI 2015
A New Input Method for Human Translators: Integrating Machine Translation Effectively and Imperceptibly IJCAI 2015
RNN-based Derivation Structure Prediction for SMT ACL 2014
Bilingually-constrained Phrase Embeddings for Machine Translation ACL 2014
Handling Ambiguities of Bilingual Predicate-Argument Structures for Statistical Machine Translation ACL 2013
Learning a Phrase-based Translation Model from Monolingual Data with Application to Domain Adaptation ACL 2013
Machine Translation by Modeling Predicate-Argument Structure Transformation COLING 2012
Tree-based Translation without using Parse Trees COLING 2012
Augmenting String-to-Tree Translation Models with Fuzzy Use of Source-side Syntax EMNLP 2011
Sentence Type Based Reordering Model for Statistical Machine Translation COLING 2008