Jiajun Zhang

UNSEEN: Enhancing Dataset Pruning from a Generalization Perspective AAAI 2026 CueBench: Advancing Unified Understanding of Context-Aware Video Anomalies in Real-World AAAI 2026 RealChart2Code: Bridging the Gap in Real-World Chart-to-Code Generation via Multi-Task Evaluation ACL 2026 From Completion to Editing: Unlocking Context-Aware Code Infilling via Search-and-Replace Instruction Tuning ACL 2026 EfficientLLM: Unified Pruning-Aware Pretraining for Auto-Designed Compact Language Models ACL 2026 LADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMs ACL 2025 Teaching Vision-Language Models to Ask: Resolving Ambiguity in Visual Questions ACL 2025 TokAlign: Efficient Vocabulary Adaptation via Token Alignment ACL 2025 SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking ICLR 2025 Hit the Sweet Spot! Span-Level Ensemble for Large Language Models COLING 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 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 Language Imbalance Driven Rewarding for Multilingual Self-improving ICLR 2025 Implicit Cross-Lingual Rewarding for Efficient Multilingual Preference Alignment ACL 2025 Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model ACL 2025 LR²Bench: 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 An Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical Reasoning ACL 2025 Synthesizing Software Engineering Data in a Test-Driven Manner ICML 2025 Enhancing Knowledge Distillation of Large Language Models through Efficient Multi-Modal Distribution Alignment COLING 2025 SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms ICML 2024 Improving Unsupervised Neural Machine Translation via Training Data Self-Correction COLING 2024 ProxyCap: Real-time Monocular Full-body Capture in World Space via Human-Centric Proxy-to-Motion Learning CVPR 2024 Large Language Models Know What is Key Visual Entity: An LLM-assisted Multimodal Retrieval for VQA EMNLP 2024 BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials AAAI 2024 BLSP-Emo: Towards Empathetic Large Speech-Language Models EMNLP 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 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 Take a Closer Look at Multilinguality! Improve Multilingual Pre-Training Using Monolingual Corpora Only EMNLP 2023 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 Parameter Differentiation Based Multilingual Neural Machine Translation AAAI 2022 Probing Word Syntactic Representations in the Brain by a Feature Elimination Method AAAI 2022 Addressing Asymmetry in Multilingual Neural Machine Translation with Fuzzy Task Clustering COLING 2022 Investigating Parameter Sharing in Multilingual Speech Translation INTERSPEECH 2022 Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding ACL 2022 Learning Confidence for Transformer-based Neural Machine Translation ACL 2022 Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions ACL 2022 Norm-based Noisy Corpora Filtering and Refurbishing in Neural Machine Translation EMNLP 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 Entity-level Cross-modal Learning Improves Multi-modal Machine Translation EMNLP 2021 Attention Calibration for Transformer in Neural Machine Translation ACL 2021 Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation ACL 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 IJCNLP 2021 Attention Calibration for Transformer in Neural Machine Translation IJCNLP 2021 Synchronous Interactive Decoding for Multilingual Neural Machine Translation AAAI 2021 Exploiting Curriculum Learning in Unsupervised Neural Machine Translation EMNLP 2021 Knowledge Graph Enhanced Neural Machine Translation via Multi-task Learning on Sub-entity Granularity COLING 2020 Distill and Replay for Continual Language Learning COLING 2020 CASIA’s System for IWSLT 2020 Open Domain Translation ACL 2020 Improving Autoregressive NMT with Non-Autoregressive Model ACL 2020 Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization ACL 2020 Probing Brain Activation Patterns by Dissociating Semantics and Syntax in Sentences AAAI 2020 Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding AAAI 2020 Keywords-Guided Abstractive Sentence Summarization AAAI 2020 Multimodal Summarization with Guidance of Multimodal Reference AAAI 2020 Dynamic Context Selection for Document-level Neural Machine Translation via Reinforcement Learning EMNLP 2020 Touch Editing: A Flexible One-Time Interaction Approach for Translation AACL 2020 Knowledge Graphs Enhanced Neural Machine Translation IJCAI 2020 Multimodal Sentence Summarization via Multimodal Selective Encoding COLING 2020 Addressing the Under-Translation Problem from the Entropy Perspective AAAI 2019 Towards Sentence-Level Brain Decoding with Distributed Representations AAAI 2019 A Compact and Language-Sensitive Multilingual Translation Method ACL 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 Are You for Real? Detecting Identity Fraud via Dialogue Interactions EMNLP 2019 NCLS: Neural Cross-Lingual Summarization EMNLP 2019 Synchronously Generating Two Languages with Interactive Decoding EMNLP 2019 Sequence Generation: From Both Sides to the Middle IJCAI 2019 Are You for Real? Detecting Identity Fraud via Dialogue Interactions IJCNLP 2019 NCLS: Neural Cross-Lingual Summarization IJCNLP 2019 Synchronously Generating Two Languages with Interactive Decoding IJCNLP 2019 End-to-End Speech Translation with Knowledge Distillation INTERSPEECH 2019 Phrase Table as Recommendation Memory for Neural Machine Translation IJCAI 2018 Addressing Troublesome Words in Neural Machine Translation EMNLP 2018 Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization COLING 2018 Three Strategies to Improve One-to-Many Multilingual Translation EMNLP 2018 Source Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language COLING 2018 A Teacher-Student Framework for Maintainable Dialog Manager EMNLP 2018 MSMO: Multimodal Summarization with Multimodal Output EMNLP 2018 Associative Multichannel Autoencoder for Multimodal Word Representation EMNLP 2018 Multi-modal Sentence Summarization with Modality Attention and Image Filtering IJCAI 2018 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 Learning Sentence Representation with Guidance of Human Attention IJCAI 2017 Neural System Combination for Machine Translation ACL 2017 Towards Neural Machine Translation with Partially Aligned Corpora IJCNLP 2017 An End-to-End Chinese Discourse Parser with Adaptation to Explicit and Non-explicit Relation Recognition CONLL 2016 Towards Zero Unknown Word in Neural Machine Translation IJCAI 2016 Exploiting Source-side Monolingual Data in Neural Machine Translation EMNLP 2016 Different Contexts Lead to Different Word Embeddings COLING 2016 An Empirical Exploration of Skip Connections for Sequential Tagging COLING 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 Bilingually-constrained Phrase Embeddings for Machine Translation ACL 2014 RNN-based Derivation Structure Prediction for SMT 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