Chenghao Xiao
19 papers · 2022–2026 · 7 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.
Achievements
Jump to papers ↓+6 more ↓ Show less ↑
🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (52) 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 👥 Mega-Team · Legion
🗃️
Keyword Collector
(106)
⚡
Prolific Year · Productive
🔥
Unstoppable · Bronze
❓
The Questioner
💎
Century Club · Bronze
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(13)
Natural Language Processing
(12)
Artificial Intelligence
(11)
Core AI
(10)
Core Methods
(9)
Learning Types · Machine Learning
(8)
Applications
(7)
Deep Learning
(6)
Learning Types · Deep Learning
(5)
Generation
(3)
Understanding
(3)
Healthcare & Medicine
(2)
Application Areas
(2)
Clinical
(2)
Learning Paradigms
(2)
Keywords
large language model
(6)
unsupervised learning
(2)
semantic analysis
(2)
cross-modal retrieval
(2)
text classification
(2)
contrastive learning
(2)
sentence representation
(2)
text embedding
(2)
representation learning
(2)
reinforcement learning
(2)
transfer learning
(2)
cross-lingual transfer
(1)
machine translation
(1)
natural language generation
(1)
knowledge distillation
(1)
embedding space
(1)
knowledge transfer
(1)
text analysis
(1)
self-supervised learning
(1)
text generation
(1)
Papers
Translation or Recitation? Calibrating Evaluation Scores for Machine Translation of Extremely Low-Resource Languages
ACL 2026
Understanding the Behaviors of Environment-aware Information Retrieval
ACL 2026
Analyzing LLMs’ Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations
ACL 2025
CAST: Corpus-Aware Self-similarity Enhanced Topic modelling
NAACL 2025
Crafting Customisable Characters with LLMs: A Persona-Driven Role-Playing Agent Framework
EMNLP 2025
Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth
EMNLP 2025
Everything is a Video: Unifying Modalities through Next-Frame Prediction
ICCV 2025
MIEB: Massive Image Embedding Benchmark
ICCV 2025
MMTEB: Massive Multilingual Text Embedding Benchmark
ICLR 2025
Overview of the BioLaySumm 2025 Shared Task on Lay Summarization of Biomedical Research Articles and Radiology Reports
ACL 2025
ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning
EMNLP 2025
Effective Distillation of Table-based Reasoning Ability from LLMs
COLING 2024
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
ICLR 2024
On the Rigour of Scientific Writing: Criteria, Analysis, and Insights
EMNLP 2024
SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval
ACL 2024
Length is a Curse and a Blessing for Document-level Semantics
EMNLP 2023
On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning
ACL 2023
Towards more Human-like Language Models based on Contextualizer Pretraining Strategy
CoNLL 2023
Breaking through Inequality of Information Acquisition among Social Classes: A Modest Effort on Measuring “Fun”
EMNLP 2022