Akiko Aizawa

Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering AAAI 2026 Completely Modular Fine-tuning for Dynamic Language Adaptation EACL 2026 Format Matters: The Robustness of Multimodal LLMs in Reviewing Evidence from Tables and Charts AAAI 2026 From Semantics to Style: A Cross-Dataset Comparative Framework for Sentence Similarity Predictions EACL 2026 Mapping the Circumplex of Affect: Geometric Analysis of Emotion Representations via Hyperspherical Contrastive Learning ACL 2026 MED-COREASONER: Reducing Language Disparities in Medical Reasoning via Language-Informed Co-Reasoning ACL 2026 Memorization, Emergence, and Explaining Reversal Failures: A Controlled Study of Relational Semantics in LLMs ACL 2026 Refining and Reusing Annotation Guidelines for LLM Annotation ACL 2026 Tracing Multilingual Knowledge Acquisition Dynamics in Domain Adaptation: A Case Study of Biomedical Adaptation EACL 2026 An Analysis of Datasets, Metrics and Models in Keyphrase Generation ACL 2025 Development of Numerical Error Detection Tasks to Analyze the Numerical Capabilities of Language Models COLING 2025 Doppelganger-JC: Benchmarking the LLMs’ Understanding of Cross-Lingual Homographs between Japanese and Chinese IJCNLP 2025 Harnessing PDF Data for Improving Japanese Large Multimodal Models ACL 2025 JMedBench: A Benchmark for Evaluating Japanese Biomedical Large Language Models COLING 2025 Leveraging High-Resource English Corpora for Cross-lingual Domain Adaptation in Low-Resource Japanese Medicine via Continued Pre-training EMNLP 2025 MCQFormatBench: Robustness Tests for Multiple-Choice Questions ACL 2025 Med-CoDE: Medical Critique based Disagreement Evaluation Framework NAACL 2025 Overcoming Data Scarcity in Named Entity Recognition: Synthetic Data Generation with Large Language Models ACL 2025 ParaRev : Building a dataset for Scientific Paragraph Revision annotated with revision instruction COLING 2025 Table-Text Alignment: Explaining Claim Verification Against Tables in Scientific Papers EMNLP 2025 The Promises and Pitfalls of LLM Annotations in Dataset Labeling: a Case Study on Media Bias Detection NAACL 2025 Automatically Suggesting Diverse Example Sentences for L2 Japanese Learners Using Pre-Trained Language Models ACL 2024 Improving Referring Ability for Biomedical Language Models EMNLP 2024 MAGPIE: Multi-Task Analysis of Media-Bias Generalization with Pre-Trained Identification of Expressions COLING 2024 Unsupervised Domain Adaptation for Keyphrase Generation using Citation Contexts EMNLP 2024 Analyzing the Effectiveness of the Underlying Reasoning Tasks in Multi-hop Question Answering EACL 2023 Predicting Numerals in Text Using Nearest Neighbor Language Models ACL 2023 Probing Physical Reasoning with Counter-Commonsense Context ACL 2023 SuperDialseg: A Large-scale Dataset for Supervised Dialogue Segmentation EMNLP 2023 Which Shortcut Solution Do Question Answering Models Prefer to Learn? AAAI 2023 Cross-Modal Similarity-Based Curriculum Learning for Image Captioning EMNLP 2022 Debiasing Masks: A New Framework for Shortcut Mitigation in NLU EMNLP 2022 Gender Biases and Where to Find Them: Exploring Gender Bias in Pre-Trained Transformer-based Language Models Using Movement Pruning NAACL 2022 How Well Do Multi-hop Reading Comprehension Models Understand Date Information? AACL 2022 Incorporating the Rhetoric of Scientific Language into Sentence Embeddings using Phrase-guided Distant Supervision and Metric Learning COLING 2022 Look to the Right: Mitigating Relative Position Bias in Extractive Question Answering EMNLP 2022 Attention-based Relational Graph Convolutional Network for Target-Oriented Opinion Words Extraction EACL 2021 Benchmarking Machine Reading Comprehension: A Psychological Perspective EACL 2021 Can Question Generation Debias Question Answering Models? A Case Study on Question–Context Lexical Overlap EMNLP 2021 Communicative-Function-Based Sentence Classification for Construction of an Academic Formulaic Expression Database EACL 2021 Effect of Visual Extensions on Natural Language Understanding in Vision-and-Language Models EMNLP 2021 Embracing Ambiguity: Shifting the Training Target of NLI Models ACL 2021 Improving the Robustness of QA Models to Challenge Sets with Variational Question-Answer Pair Generation ACL 2021 Neural Media Bias Detection Using Distant Supervision With BABE - Bias Annotations By Experts EMNLP 2021 Phrase-Level Action Reinforcement Learning for Neural Dialog Response Generation ACL 2021 Predicting Numerals in Natural Language Text Using a Language Model Considering the Quantitative Aspects of Numerals NAACL 2021 A Linguistic Analysis of Visually Grounded Dialogues Based on Spatial Expressions EMNLP 2020 An Annotated Corpus of Reference Resolution for Interpreting Common Grounding AAAI 2020 Assessing the Benchmarking Capacity of Machine Reading Comprehension Datasets AAAI 2020 A System for Worldwide COVID-19 Information Aggregation EMNLP 2020 Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps COLING 2020 Deconstruct to Reconstruct a Configurable Evaluation Metric for Open-Domain Dialogue Systems COLING 2020 Keyphrase Generation for Scientific Document Retrieval ACL 2020 Language-Conditioned Feature Pyramids for Visual Selection Tasks EMNLP 2020 Towards Grounding of Formulae EMNLP 2020 A Natural Language Corpus of Common Grounding under Continuous and Partially-Observable Context AAAI 2019 Unsupervised Rewriter for Multi-Sentence Compression ACL 2019 A Language Model based Evaluator for Sentence Compression ACL 2018 UC3M-NII Team at SemEval-2018 Task 7: Semantic Relation Classification in Scientific Papers via Convolutional Neural Network SemEval 2018 Using Formulaic Expressions in Writing Assistance Systems COLING 2018 What Makes Reading Comprehension Questions Easier? EMNLP 2018 A Conditional Variational Framework for Dialog Generation ACL 2017 Evaluation Metrics for Machine Reading Comprehension: Prerequisite Skills and Readability ACL 2017 Seq2seq for Morphological Reinflection: When Deep Learning Fails CoNLL 2017 Discourse Relation Sense Classification with Two-Step Classifiers CoNLL 2016 Learning Succinct Models: Pipelined Compression with L1-Regularization, Hashing, Elias-Fano Indices, and Quantization COLING 2016 Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Tutorial Abstracts COLING 2016 SideNoter: Scholarly Paper Browsing System based on PDF Restructuring and Text Annotation COLING 2016 CroVeWA: Crosslingual Vector-Based Writing Assistance NAACL 2015 Diagnosing Causes of Reading Difficulty using Bayesian Networks IJCNLP 2013 Sense Disambiguation: From Natural Language Words to Mathematical Terms IJCNLP 2013 Framework of Semantic Role Assignment based on Extended Lexical Conceptual Structure: Comparison with VerbNet and FrameNet EACL 2012 Recognizing Personal Characteristics of Readers using Eye-Movements and Text Features COLING 2012 Clustering Comparable Corpora For Bilingual Lexicon Extraction ACL 2011 Analysis of Source Identified Text Corpora: Exploring the Statistics of the Reused Text and Authorship ACL 2003 A Method of Cluster-Based Indexing of Textual Data COLING 2002