Xiang Dai
22 papers · 2018–2025 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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πΊοΈ Taxonomy Completionist (44) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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(13)
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Keyword Champion
(2)
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Keyword Pioneer
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Topic Evolution
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Renaissance Researcher
(6)
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Unstoppable Β· Bronze
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The Questioner
(3)
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Research topics
Natural Language Processing
(14)
Machine Learning
(12)
Deep Learning
(8)
Application Areas
(8)
Understanding
(8)
Artificial Intelligence
(6)
Core AI
(5)
Core Methods
(5)
Healthcare & Medicine
(4)
Learning Types Β· Deep Learning
(4)
Resources & Methods
(4)
Applications
(3)
Clinical
(3)
Learning Types Β· Machine Learning
(3)
Computer Vision
(2)
Keywords
named entity recognition
(8)
text classification
(5)
language model
(4)
sequence labeling
(3)
biomedical text
(2)
domain adaptation
(2)
multimodal learning
(2)
biomedical ner
(2)
pretraining data
(2)
large language model
(2)
multilingual model
(2)
sequence tagging
(2)
nested entity
(2)
transfer learning
(2)
prompt engineering
(1)
natural language generation
(1)
social media analysis
(1)
neural encoding
(1)
data augmentation
(1)
multi-label classification
(1)
Papers
Can VLMs Actually See and Read? A Survey on Modality Collapse in Vision-Language Models
ACL 2025
RnGCam: High-speed video from rolling & global shutter measurements
ICCV 2025
The More, The Better? A Critical Study of Multimodal Context in Radiology Report Summarization
EMNLP 2025
A Critical Look at Meta-evaluating Summarisation Evaluation Metrics
EMNLP 2024
Born Differently Makes a Difference: Counterfactual Study of Bias in Biography Generation from a Data-to-Text Perspective
ACL 2024
Exploring Instructive Prompts for Large Language Models in the Extraction of Evidence for Supporting Assigned Suicidal Risk Levels
EACL 2024
Learning a Dynamic Privacy-preserving Camera Robust to Inversion Attacks
ECCV 2024
Understanding Faithfulness and Reasoning of Large Language Models on Plain Biomedical Summaries
EMNLP 2024
Can Social Media Inform Dietary Approaches for Health Management? A Dataset and Benchmark for Low-Carb Diet
ACL 2023
CSIRO Data61 Team at BioLaySumm Task 1: Lay Summarisation of Biomedical Research Articles Using Generative Models
ACL 2023
MultiFin: A Dataset for Multilingual Financial NLP
EACL 2023
Rethinking the Role of Entity Type in Relation Classification
IJCNLP 2023
Detecting Entities in the Astrophysics Literature: A Comparison of Word-based and Span-based Entity Recognition Methods
AACL 2022
Revisiting Transformer-based Models for Long Document Classification
EMNLP 2022
mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model
EMNLP 2021
An Analysis of Simple Data Augmentation for Named Entity Recognition
COLING 2020
An Effective Transition-based Model for Discontinuous NER
ACL 2020
Cost-effective Selection of Pretraining Data: A Case Study of Pretraining BERT on Social Media
EMNLP 2020
NNE: A Dataset for Nested Named Entity Recognition in English Newswire
ACL 2019
Using Similarity Measures to Select Pretraining Data for NER
NAACL 2019
Recognizing Complex Entity Mentions: A Review and Future Directions
ACL 2018
Shot Or Not: Comparison of NLP Approaches for Vaccination Behaviour Detection
EMNLP 2018