Tianyi Li
18 papers · 2018–2025 · 8 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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π Interdisciplinary Bridge Β· Gold π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (41)
π§¬
Topic Evolution
π€
Dynamic Duo
(11)
ποΈ
Keyword Collector
(73)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
π
Renaissance Researcher
(9)
π
Century Club Β· Bronze
Top co-authors
Research topics
Natural Language Processing
(13)
Applications
(10)
Machine Learning
(9)
Artificial Intelligence
(7)
Core AI
(7)
Learning Types
(5)
Resources & Methods
(4)
Deep Learning
(3)
Application Areas
(3)
Understanding
(3)
Knowledge & Reasoning
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Keywords
large language model
(6)
natural language inference
(5)
entailment graph
(4)
knowledge graph
(2)
language model
(2)
intent classification
(1)
causal discovery
(1)
semi-supervised learning
(1)
text representation
(1)
prompt engineering
(1)
language model evaluation
(1)
visual representation
(1)
robustness
(1)
llm evaluation
(1)
question answering
(1)
inductive inference
(1)
time series
(1)
support vector machine
(1)
hidden state
(1)
cross-lingual transfer
(1)
Papers
Arrow: Accelerator for Time Series Causal Discovery with Time Weaving
ICML 2025
Assessing Crowdsourced Annotations with LLMs: Linguistic Certainty as a Proxy for Trustworthiness
NAACL 2025
Empirical Study on Data Attributes Insufficiency of Evaluation Benchmarks for LLMs
COLING 2025
HALLUCANA: Fixing LLM Hallucination with A Canary Lookahead
NAACL 2025
MPID: A Modality-Preserving and Interaction-Driven Fusion Network for Multimodal Sentiment Analysis
COLING 2025
Neutralizing Bias in LLM Reasoning using Entailment Graphs
ACL 2025
RobustZero: Enhancing MuZero Reinforcement Learning Robustness to State Perturbations
ICML 2025
S2LPP: Small-to-Large Prompt Prediction across LLMs
EMNLP 2025
A Usage-centric Take on Intent Understanding in E-Commerce
EMNLP 2024
Explicit Inductive Inference using Large Language Models
EMNLP 2024
Align-then-Enhance: Multilingual Entailment Graph Enhancement with Soft Predicate Alignment
ACL 2023
Smoothing Entailment Graphs with Language Models
IJCNLP 2023
Sources of Hallucination by Large Language Models on Inference Tasks
EMNLP 2023
Cross-lingual Inference with A Chinese Entailment Graph
ACL 2022
Language Models Are Poor Learners of Directional Inference
EMNLP 2022
Semi-Automatic Construction of Text-to-SQL Data for Domain Transfer
ACL 2021
Early Exit Or Not: Resource-Efficient Blind Quality Enhancement for Compressed Images
ECCV 2020
Multi-Frame Quality Enhancement for Compressed Video
CVPR 2018