Jun Suzuki

Suppressing Final Layer Hidden State Jumps in Transformer Pretraining EACL 2026 TimeMachine-bench: A Benchmark for Evaluating Model Capabilities in Repository-Level Migration Tasks EACL 2026 Evaluating Model Alignment with Human Perception: A Study on Shitsukan in LLMs and LVLMs COLING 2025 Predicting Fine-tuned Performance on Larger Datasets Before Creating Them COLING 2025 MQM-Chat: Multidimensional Quality Metrics for Chat Translation COLING 2025 STEP: Staged Parameter-Efficient Pre-training for Large Language Models NAACL 2025 Drop-Upcycling: Training Sparse Mixture of Experts with Partial Re-initialization ICLR 2025 KIKIS at WMT 2025 General Translation Task EMNLP 2025 Can Language Neuron Intervention Reduce Non-Target Language Output? EMNLP 2025 Batch-wise Convergent Pre-training: Step-by-Step Learning Inspired by Child Language Development EMNLP 2025 Enhancing Persuasive Dialogue Agents by Synthesizing Cross‐Disciplinary Communication Strategies EMNLP 2025 VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents CVPR 2025 Can Input Attributions Explain Inductive Reasoning in In-Context Learning? ACL 2025 Detecting Response Generation Not Requiring Factual Judgment NAACL 2024 Towards Automated Document Revision: Grammatical Error Correction, Fluency Edits, and Beyond NAACL 2024 Document-level Translation with LLM Reranking: Team-J at WMT 2024 General Translation Task EMNLP 2024 Pruning Multilingual Large Language Models for Multilingual Inference EMNLP 2024 The Impact of Integration Step on Integrated Gradients EACL 2024 A Large Collection of Model-generated Contradictory Responses for Consistency-aware Dialogue Systems ACL 2024 InstructDoc: A Dataset for Zero-Shot Generalization of Visual Document Understanding with Instructions AAAI 2024 SKIM at WMT 2023 General Translation Task EMNLP 2023 An Investigation of Warning Erroneous Chat Translations in Cross-lingual Communication IJCNLP 2023 An Investigation of Warning Erroneous Chat Translations in Cross-lingual Communication AACL 2023 Hunt for Buried Treasures: Extracting Unclaimed Embodiments from Patent Specifications ACL 2023 B2T Connection: Serving Stability and Performance in Deep Transformers ACL 2023 Findings of the 2023 Conference on Machine Translation (WMT23): LLMs Are Here but Not Quite There Yet EMNLP 2023 Investigating the Effectiveness of Multiple Expert Models Collaboration EMNLP 2023 Assessing Step-by-Step Reasoning against Lexical Negation: A Case Study on Syllogism EMNLP 2023 A Challenging Multimodal Video Summary: Simultaneously Extracting and Generating Keyframe-Caption Pairs from Video EMNLP 2023 Domain Adaptation of Machine Translation with Crowdworkers EMNLP 2022 NT5 at WMT 2022 General Translation Task EMNLP 2022 Scene-Text Aware Image and Text Retrieval with Dual-Encoder ACL 2022 Diverse Lottery Tickets Boost Ensemble from a Single Pretrained Model ACL 2022 Bipartite-play Dialogue Collection for Practical Automatic Evaluation of Dialogue Systems AACL 2022 Chat Translation Error Detection for Assisting Cross-lingual Communications AACL 2022 Target-Guided Open-Domain Conversation Planning COLING 2022 Bipartite-play Dialogue Collection for Practical Automatic Evaluation of Dialogue Systems IJCNLP 2022 Context-aware Neural Machine Translation with Mini-batch Embedding EACL 2021 SHAPE: Shifted Absolute Position Embedding for Transformers EMNLP 2021 Langsmith: An Interactive Academic Text Revision System EMNLP 2020 Language Models as an Alternative Evaluator of Word Order Hypotheses: A Case Study in Japanese ACL 2020 Evaluating Dialogue Generation Systems via Response Selection ACL 2020 Single Model Ensemble using Pseudo-Tags and Distinct Vectors ACL 2020 Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction ACL 2020 Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition ACL 2020 Embeddings of Label Components for Sequence Labeling: A Case Study of Fine-grained Named Entity Recognition ACL 2020 Preventing Critical Scoring Errors in Short Answer Scoring with Confidence Estimation ACL 2020 PheMT: A Phenomenon-wise Dataset for Machine Translation Robustness on User-Generated Contents COLING 2020 Seeing the World through Text: Evaluating Image Descriptions for Commonsense Reasoning in Machine Reading Comprehension COLING 2020 Filtering Noisy Dialogue Corpora by Connectivity and Content Relatedness EMNLP 2020 Word Rotator’s Distance EMNLP 2020 A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction EMNLP 2020 Efficient Estimation of Influence of a Training Instance EMNLP 2020 Tohoku-AIP-NTT at WMT 2020 News Translation Task EMNLP 2020 An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction IJCNLP 2019 Select and Attend: Towards Controllable Content Selection in Text Generation IJCNLP 2019 Effective Adversarial Regularization for Neural Machine Translation ACL 2019 Subword-based Compact Reconstruction of Word Embeddings NAACL 2019 An Empirical Study of Span Representations in Argumentation Structure Parsing ACL 2019 The AIP-Tohoku System at the BEA-2019 Shared Task ACL 2019 Select and Attend: Towards Controllable Content Selection in Text Generation EMNLP 2019 An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction EMNLP 2019 Transductive Learning of Neural Language Models for Syntactic and Semantic Analysis EMNLP 2019 TEASPN: Framework and Protocol for Integrated Writing Assistance Environments EMNLP 2019 NTT Neural Machine Translation Systems at WAT 2019 EMNLP 2019 Annotating with Pros and Cons of Technologies in Computer Science Papers NAACL 2019 TEASPN: Framework and Protocol for Integrated Writing Assistance Environments IJCNLP 2019 Mixture of Expert/Imitator Networks: Scalable Semi-Supervised Learning Framework AAAI 2019 The Sally Smedley Hyperpartisan News Detector at SemEval-2019 Task 4 SEMEVAL 2019 Transductive Learning of Neural Language Models for Syntactic and Semantic Analysis IJCNLP 2019 Character n-Gram Embeddings to Improve RNN Language Models AAAI 2019 Interpretable Adversarial Perturbation in Input Embedding Space for Text IJCAI 2018 Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions EMNLP 2018 Direct Output Connection for a High-Rank Language Model EMNLP 2018 Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models EMNLP 2018 NTT’s Neural Machine Translation Systems for WMT 2018 EMNLP 2018 Improving Neural Machine Translation by Incorporating Hierarchical Subword Features COLING 2018 An Empirical Study of Building a Strong Baseline for Constituency Parsing ACL 2018 Input-to-Output Gate to Improve RNN Language Models IJCNLP 2017 Cutting-off Redundant Repeating Generations for Neural Abstractive Summarization EACL 2017 Enumeration of Extractive Oracle Summaries EACL 2017 Improving Neural Text Normalization with Data Augmentation at Character- and Morphological Levels IJCNLP 2017 Phrase Table Pruning via Submodular Function Maximization ACL 2016 Neural Headline Generation on Abstract Meaning Representation EMNLP 2016 Right-truncatable Neural Word Embeddings NAACL 2016 Learning Compact Neural Word Embeddings by Parameter Space Sharing IJCAI 2016 A Unified Learning Framework of Skip-Grams and Global Vectors IJCNLP 2015 A Unified Learning Framework of Skip-Grams and Global Vectors ACL 2015 Dependency-based Discourse Parser for Single-Document Summarization EMNLP 2014 Supervised Model Learning with Feature Grouping based on a Discrete Constraint ACL 2013 Shift-Reduce Word Reordering for Machine Translation EMNLP 2013 Learning Condensed Feature Representations from Large Unsupervised Data Sets for Supervised Learning ACL 2011 Distributed Minimum Error Rate Training of SMT using Particle Swarm Optimization IJCNLP 2011 An Empirical Study of Semi-supervised Structured Conditional Models for Dependency Parsing EMNLP 2009 A Syntax-Free Approach to Japanese Sentence Compression IJCNLP 2009 A Syntax-Free Approach to Japanese Sentence Compression ACL 2009 Multi-label Text Categorization with Model Combination based on F1-score Maximization IJCNLP 2008 Semi-Supervised Sequential Labeling and Segmentation Using Giga-Word Scale Unlabeled Data ACL 2008 Semi-Supervised Structured Output Learning Based on a Hybrid Generative and Discriminative Approach EMNLP 2007 Online Large-Margin Training for Statistical Machine Translation EMNLP 2007 Semi-Supervised Structured Output Learning Based on a Hybrid Generative and Discriminative Approach CONLL 2007 Online Large-Margin Training for Statistical Machine Translation CONLL 2007 Training Conditional Random Fields with Multivariate Evaluation Measures COLING 2006 Training Conditional Random Fields with Multivariate Evaluation Measures ACL 2006 Boosting-based Parse Reranking with Subtree Features ACL 2005 Dependency-based Sentence Alignment for Multiple Document Summarization COLING 2004 Convolution Kernels with Feature Selection for Natural Language Processing Tasks ACL 2004 Hierarchical Directed Acyclic Graph Kernel: Methods for Structured Natural Language Data ACL 2003 SVM Answer Selection for Open-Domain Question Answering COLING 2002