Changlong Yu
17 papers · 2019–2025 · 4 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
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πΊοΈ Taxonomy Completionist (48) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Renaissance Researcher
(6)
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The Questioner
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Keyword Collector
(93)
Venues
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Research topics
Natural Language Processing
(14)
Machine Learning
(11)
Artificial Intelligence
(8)
Applications
(8)
Core AI
(8)
Resources & Methods
(7)
Core Methods
(5)
Generation
(5)
Learning Types Β· Machine Learning
(5)
Deep Learning
(4)
Learning Types Β· Deep Learning
(3)
Models
(3)
Interdisciplinary
(2)
Knowledge & Reasoning
(2)
Application Areas
(2)
Keywords
large language model
(4)
contrastive learning
(3)
language model
(2)
event extraction
(2)
pre-trained language model
(2)
semantic similarity
(2)
word embedding
(2)
knowledge graph
(2)
commonsense knowledge
(2)
hypernymy detection
(2)
knowledge graph construction
(2)
purchase intention
(2)
question answering
(1)
information extraction
(1)
transfer learning
(1)
entity linking
(1)
lexical semantics
(1)
few-shot learning
(1)
reinforcement learning
(1)
data augmentation
(1)
Papers
Can Language Models Follow Multiple Turns of Entangled Instructions?
EMNLP 2025
Discriminative Finetuning of Generative Large Language Models without Reward Models and Human Preference Data
ICML 2025
EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association
ACL 2025
WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning
EMNLP 2025
IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce
EMNLP 2024
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding
EMNLP 2024
A Generative Approach for Script Event Prediction via Contrastive Fine-Tuning
AAAI 2023
Controllable Contrastive Generation for Multilingual Biomedical Entity Linking
EMNLP 2023
FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery
ACL 2023
An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks
EMNLP 2022
CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations
ACL 2022
Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering
ACL 2022
Mask-then-Fill: A Flexible and Effective Data Augmentation Framework for Event Extraction
EMNLP 2022
Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title Dataset
EMNLP 2022
Hypernymy Detection for Low-Resource Languages via Meta Learning
ACL 2020
When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models
EMNLP 2020
Multiplex Word Embeddings for Selectional Preference Acquisition
EMNLP 2019