Yizhong Wang
31 papers · 2016–2025 · 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.
Achievements
Jump to papers ↓+10 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (61) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π₯
Mega-Team Β· Squad
π§¬
Topic Evolution
π§
Keyword Pioneer
π€
Dynamic Duo
(12)
β‘
Prolific Year Β· Productive
π₯
Unstoppable Β· Silver
β
The Questioner
(3)
π
Century Club Β· Bronze
π
Renaissance Researcher
(6)
ποΈ
Keyword Collector
(156)
Top co-authors
Research topics
Natural Language Processing
(21)
Machine Learning
(19)
Artificial Intelligence
(18)
Core AI
(15)
Deep Learning
(12)
Resources & Methods
(10)
Applications
(9)
Application Areas
(7)
Core Methods
(7)
Learning Types Β· Deep Learning
(7)
Learning Types Β· Machine Learning
(6)
Generation
(5)
Learning Paradigms
(4)
Optimization & Theory
(4)
Understanding
(4)
Keywords
language model
(6)
large language model
(6)
instruction tuning
(4)
zero-shot learning
(3)
question answering
(3)
instruction following
(3)
numerical reasoning
(2)
synthetic data
(2)
parameter-efficient fine-tuning
(2)
probing analysis
(2)
model evaluation
(2)
reward model
(2)
natural language processing
(2)
data augmentation
(2)
in-context learning
(2)
information retrieval
(2)
machine reading comprehension
(2)
factual knowledge
(2)
machine translation
(1)
reward modeling
(1)
Papers
Evaluating Language Models as Synthetic Data Generators
ACL 2025
Hybrid Preferences: Learning to Route Instances for Human vs. AI Feedback
ACL 2025
Language Models over Large-Scale Knowledge Base: on Capacity, Flexibility and Reasoning for New Facts
COLING 2025
Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuning
ACL 2025
Retrieval Head Mechanistically Explains Long-Context Factuality
ICLR 2025
Synthetic Data in the Era of Large Language Models
ACL 2025
TurkingBench: A Challenge Benchmark for Web Agents
NAACL 2025
BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models
ICLR 2024
OLMo: Accelerating the Science of Language Models
ACL 2024
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
ICLR 2024
Set the Clock: Temporal Alignment of Pretrained Language Models
ACL 2024
Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback
NeurIPS 2024
HINT: Hypernetwork Instruction Tuning for Efficient Zero- and Few-Shot Generalisation
ACL 2023
How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources
NeurIPS 2023
One Embedder, Any Task: Instruction-Finetuned Text Embeddings
ACL 2023
Self-Instruct: Aligning Language Models with Self-Generated Instructions
ACL 2023
TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering
ICCV 2023
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks
EMNLP 2022
Automated Lay Language Summarization of Biomedical Scientific Reviews
AAAI 2021
MultiModalQA: complex question answering over text, tables and images
ICLR 2021
Probing Across Time: What Does RoBERTa Know and When?
EMNLP 2021
Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics
EMNLP 2020
Do NLP Models Know Numbers? Probing Numeracy in Embeddings
EMNLP 2019
DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs
NAACL 2019
Bag-of-Words as Target for Neural Machine Translation
ACL 2018
DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications
ACL 2018
Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification
ACL 2018
Toward Fast and Accurate Neural Discourse Segmentation
EMNLP 2018
A Two-Stage Parsing Method for Text-Level Discourse Analysis
ACL 2017
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification
IJCNLP 2017
Towards Non-projective High-Order Dependency Parser
COLING 2016