Pengxiang Cheng
7 papers · 2018–2025 · 6 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 ↓+4 more ↓ Show less ↑
🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🌍 Conference Polyglot · Silver
🌱
Topic Pioneer
🧬
Topic Evolution
📈
Trend Setter
🚀
Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Natural Language Processing
(4)
Deep Learning
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Applications
(2)
Resources & Methods
(2)
Understanding
(2)
Core Methods
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Keywords
implicit argument prediction
(2)
language model
(2)
multi-task learning
(2)
ordinal regression
(1)
transfer learning
(1)
in-context learning
(1)
coreference resolution
(1)
reading comprehension
(1)
instruction following
(1)
model merging
(1)
instruction tuning
(1)
learning rate scheduling
(1)
knowledge graph
(1)
weight merging
(1)
pre-trained language model
(1)
knowledge forgetting
(1)
max-margin loss
(1)
knowledge base question answering
(1)
multilingual model
(1)
neural model
(1)
Papers
Improving Instruct Models for Free: A Study on Partial Adaptation
EMNLP 2025
Unsupervised Contrast-Consistent Ranking with Language Models
EACL 2024
Dataless Knowledge Fusion by Merging Weights of Language Models
ICLR 2023
Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning
ACL 2023
Attending to Entities for Better Text Understanding
AAAI 2020
Implicit Argument Prediction as Reading Comprehension
AAAI 2019
Implicit Argument Prediction with Event Knowledge
NAACL 2018