← Authors

Xinyu Dai

58 papers · 2010–2025 · 11 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (15) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (96) πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (9) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (10) 🌍 Conference Polyglot (11) 🀝 Dynamic Duo (29) πŸ”¬ Deep Specialist (13) 🧬 Topic Evolution πŸ† Keyword Champion (2) ⚑ Prolific Year (7) πŸ—ƒοΈ Keyword Collector (235) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (9) πŸ’Ž Century Club (58) πŸ“ˆ Trend Setter

Conferences

ACL (16) EMNLP (16) COLING (6) NAACL (5) IJCNLP (4) CONLL (2) ICML (2) IJCAI (2) NIPS (2) SEMEVAL (2) AACL (1)

Top co-authors

Jiajun Chen (29) Shujian Huang (28) Zhen Wu (21) Fei Zhao (10) Jianbing Zhang (8) Yawen Ouyang (7) Siyu Long (6) Hao Zhou (5) Jiahuan Li (4) Chunhui Li (3)

Research topics

Education (1)

Keywords

neural machine translation (7) zero-shot learning (4) multi-label classification (4) domain adaptation (3) representation learning (3) attention mechanism (3) large language model (3) aspect-based sentiment analysis (3) natural language understanding (2) benchmark evaluation (2) machine reading comprehension (2) named entity recognition (2) dependency parsing (2) sentiment analysis (2) opinion mining (2) contrastive learning (2) text classification (2) curriculum learning (2) natural language processing (2) few-shot learning (2)

Papers

Beyond Verbal Cues: Emotional Contagion Graph Network for Causal Emotion Entailment ACL 2025
RealBench: A Chinese Multi-image Understanding Benchmark Close to Real-world Scenarios EMNLP 2025
RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation EMNLP 2024
A Two-Agent Game for Zero-shot Relation Triplet Extraction ACL 2024
MultiSQL: A Schema-Integrated Context-Dependent Text2SQL Dataset with Diverse SQL Operations ACL 2024
PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment EMNLP 2024
EFUF: Efficient Fine-Grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models EMNLP 2024
ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling ICML 2024
Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective ICML 2024
Emotion-Anchored Contrastive Learning Framework for Emotion Recognition in Conversation NAACL 2024
AutoSurvey: Large Language Models Can Automatically Write Surveys NIPS 2024
Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering COLING 2024
Debias NLU Datasets via Training-free Perturbations EMNLP 2023
M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment Analysis EMNLP 2023
Addressing Linguistic Bias through a Contrastive Analysis of Academic Writing in the NLP Domain EMNLP 2023
A Sequence-to-Structure Approach to Document-level Targeted Sentiment Analysis EMNLP 2023
On Prefix-tuning for Lightweight Out-of-distribution Detection ACL 2023
Local Interpretation of Transformer Based on Linear Decomposition ACL 2023
Measuring Your ASTE Models in The Wild: A Diversified Multi-domain Dataset For Aspect Sentiment Triplet Extraction ACL 2023
Zero-Shot 3D Drug Design by Sketching and Generating NIPS 2022
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation ACL 2022
Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification ACL 2022
Towards Multi-label Unknown Intent Detection COLING 2022
Alleviating the Inequality of Attention Heads for Neural Machine Translation COLING 2022
Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification COLING 2022
Structure-Unified M-Tree Coding Solver for Math Word Problem EMNLP 2022
Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection EMNLP 2022
Probing Cross-modal Semantics Alignment Capability from the Textual Perspective EMNLP 2022
Analyzing the Intensity of Complaints on Social Media NAACL 2022
When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation IJCNLP 2021
Event Detection as Graph Parsing IJCNLP 2021
Energy-based Unknown Intent Detection with Data Manipulation IJCNLP 2021
Non-Autoregressive Translation by Learning Target Categorical Codes NAACL 2021
Energy-based Unknown Intent Detection with Data Manipulation ACL 2021
Event Detection as Graph Parsing ACL 2021
When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation ACL 2021
UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost NAACL 2021
Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification EMNLP 2021
Synonym Knowledge Enhanced Reader for Chinese Idiom Reading Comprehension COLING 2020
Attention Transfer Network for Aspect-level Sentiment Classification COLING 2020
A Reinforced Generation of Adversarial Examples for Neural Machine Translation ACL 2020
Explicit Semantic Decomposition for Definition Generation ACL 2020
Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction EMNLP 2020
Integrating BERT and Score-based Feature Gates for Chinese Grammatical Error Diagnosis AACL 2020
Dialogue State Tracking with Explicit Slot Connection Modeling ACL 2020
GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level IJCNLP 2019
GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level EMNLP 2019
Combining Character and Word Information in Neural Machine Translation Using a Multi-Level Attention NAACL 2018
Word-Context Character Embeddings for Chinese Word Segmentation EMNLP 2017
Deep Matrix Factorization Models for Recommender Systems IJCAI 2017
AGRA: An Analysis-Generation-Ranking Framework for Automatic Abbreviation from Paper Titles IJCAI 2017
Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation CONLL 2017
Neural Machine Translation with Word Predictions EMNLP 2017
MIXCD: System Description for Evaluating Chinese Word Similarity at SemEval-2012 SEMEVAL 2012
NJU-Parser: Achievements on Semantic Dependency Parsing SEMEVAL 2012
Active Learning with Transfer Learning ACL 2012
Enhancing Statistical Machine Translation with Character Alignment ACL 2012
Improving Word Alignment by Semi-Supervised Ensemble CONLL 2010