Wenlin Yao
28 papers · 2017–2025 · 9 venues · across top CS/AI venues
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Research topics
Machine Learning
(19)
Natural Language Processing
(17)
Artificial Intelligence
(16)
Core AI
(16)
Learning Types Β· Machine Learning
(14)
Deep Learning
(9)
Resources & Methods
(8)
Applications
(7)
Generation
(5)
Core Methods
(4)
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Models
(3)
Optimization & Theory
(3)
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(3)
Keywords
large language model
(6)
zero-shot learning
(4)
event extraction
(3)
text generation
(3)
question answering
(3)
neural network
(3)
weakly supervised learning
(3)
language model
(3)
transfer learning
(3)
benchmark evaluation
(3)
knowledge retrieval
(2)
end-to-end learning
(2)
sentence embedding
(2)
large multimodal model
(2)
vision-language model
(2)
abstractive summarization
(2)
narrative understanding
(2)
instruction tuning
(2)
prompt engineering
(2)
multimodal learning
(2)
Papers
DeFine: Decision-Making with Analogical Reasoning over Factor Profiles
ACL 2025
DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search
ICLR 2025
DSBench: How Far Are Data Science Agents from Becoming Data Science Experts?
ICLR 2025
OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization
ACL 2025
WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning
EMNLP 2025
Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models
ACL 2024
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning
NAACL 2024
IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation
NeurIPS 2024
InFoBench: Evaluating Instruction Following Ability in Large Language Models
ACL 2024
MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning
COLING 2024
MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning
NAACL 2024
WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models
ACL 2024
When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives
EMNLP 2024
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations
EMNLP 2023
How do Words Contribute to Sentence Semantics? Revisiting Sentence Embeddings with a Perturbation Method
EACL 2023
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models
ICLR 2023
Thrust: Adaptively Propels Large Language Models with External Knowledge
NeurIPS 2023
C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References
ACL 2022
Efficient Zero-shot Event Extraction with Context-Definition Alignment
EMNLP 2022
Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension
ACL 2022
NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization
EMNLP 2022
Salience Allocation as Guidance for Abstractive Summarization
EMNLP 2022
Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination
EMNLP 2022
Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories
EMNLP 2021
Weakly-Supervised Fine-Grained Event Recognition on Social Media Texts for Disaster Management
AAAI 2020
Weakly Supervised Subevent Knowledge Acquisition
EMNLP 2020
Temporal Event Knowledge Acquisition via Identifying Narratives
ACL 2018
Using Context Events in Neural Network Models for Event Temporal Status Identification
IJCNLP 2017