Tengxiao Liu
7 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (27) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Core AI
(5)
Learning Types
(5)
Deep Learning
(4)
Natural Language Processing
(4)
Application Areas
(3)
Models
(3)
Applications
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Reinforcement Learning
(1)
Core Methods
(1)
Generation
(1)
Methods
(1)
Keywords
large language model
(6)
chain of thought
(2)
natural language inference
(2)
prompt engineering
(1)
generalization capability
(1)
model evaluation
(1)
question answering
(1)
distributed training
(1)
gradient computation
(1)
language model
(1)
large language model evaluation
(1)
parameter-efficient fine-tuning
(1)
memory optimization
(1)
parameter update
(1)
benchmark leakage
(1)
gradient descent
(1)
chain-of-thought prompting
(1)
reasoning verification
(1)
performance inflation
(1)
explainable question answering
(1)
Papers
Can Language Models Learn to Skip Steps?
NeurIPS 2024
ECON: On the Detection and Resolution of Evidence Conflicts
EMNLP 2024
Full Parameter Fine-tuning for Large Language Models with Limited Resources
ACL 2024
Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation
EMNLP 2024
CoLLiE: Collaborative Training of Large Language Models in an Efficient Way
EMNLP 2023
Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts
EMNLP 2023
RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees
EMNLP 2022