← Authors

Ai Ti Aw

28 papers · 2008–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (13) πŸ—ΊοΈ Taxonomy Completionist (52) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6) 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (17) 🀝 Dynamic Duo (11) πŸ”₯ Unstoppable (8) πŸ’Ž Century Club (28) ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (122)

Conferences

COLING (7) EMNLP (6) ACL (5) IJCNLP (3) NAACL (3) NIPS (2) EACL (1) ICML (1)

Top co-authors

Bowei Zou (11) Shafiq Joty (6) Kui Wu (5) Nancy Chen (3) Min Zhang (3) Xuan-Phi Nguyen (3) Yu Hong (3) Liangming Pan (3) Weiwen Xu (3) Tingting He (2)

Keywords

neural machine translation (6) machine translation (4) large language model (4) reading comprehension (3) unsupervised machine translation (2) neural network (2) text generation (2) pre-trained language model (2) sequence-to-sequence model (2) knowledge distillation (2) error detection (2) translation quality (2) conversational question generation (2) supervised learning (2) few-shot learning (2) bleu score (2) dialogue system (2) spoken language understanding (2) cross-lingual transfer (1) rumor detection (1)

Papers

Improving Explainable Fact-Checking with Claim-Evidence Correlations COLING 2025
Empowering Tree-structured Entailment Reasoning: Rhetorical Perception and LLM-driven Interpretability COLING 2024
CLFFRD: Curriculum Learning and Fine-grained Fusion for Multimodal Rumor Detection COLING 2024
Making Pre-trained Language Models Better Learn Few-Shot Spoken Language Understanding in More Practical Scenarios ACL 2023
DecoMT: Decomposed Prompting for Machine Translation Between Related Languages using Large Language Models EMNLP 2023
Interview Evaluation: A Novel Approach for Automatic Evaluation of Conversational Question Answering Models EMNLP 2023
GLGR: Question-aware Global-to-Local Graph Reasoning for Multi-party Dialogue Reading Comprehension EMNLP 2023
Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation ACL 2023
DSPM-NLG: A Dual Supervised Pre-trained Model for Few-shot Natural Language Generation in Task-oriented Dialogue System ACL 2023
CXR Data Annotation and Classification with Pre-trained Language Models COLING 2022
Automatic True/False Question Generation for Educational Purpose NAACL 2022
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Translation Model NIPS 2022
CoHS-CQG: Context and History Selection for Conversational Question Generation COLING 2022
Singlish Message Paraphrasing: A Joint Task of Creole Translation and Text Normalization COLING 2022
Addressing the Vulnerability of NMT in Input Perturbations NAACL 2021
Cross-model Back-translated Distillation for Unsupervised Machine Translation ICML 2021
Coherent and Concise Radiology Report Generation via Context Specific Image Representations and Orthogonal Sentence States NAACL 2021
Winnowing Knowledge for Multi-choice Question Answering EMNLP 2021
Data Diversification: A Simple Strategy For Neural Machine Translation NIPS 2020
Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks COLING 2020
Sentiment Aware Neural Machine Translation EMNLP 2019
Revisit Automatic Error Detection for Wrong and Missing Translation – A Supervised Approach EMNLP 2019
Revisit Automatic Error Detection for Wrong and Missing Translation – A Supervised Approach IJCNLP 2019
Named-Entity Tagging and Domain adaptation for Better Customized Translation ACL 2018
Personalized Normalization for a Multilingual Chat System ACL 2012
Feature-Based Method for Document Alignment in Comparable News Corpora EACL 2009
Fast Computing Grammar-driven Convolution Tree Kernel for Semantic Role Labeling IJCNLP 2008
Term Extraction Through Unithood and Termhood Unification IJCNLP 2008