Lifu Tu
14 papers · 2016–2025 · 5 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 (41) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Research topics
Machine Learning
(10)
Natural Language Processing
(10)
Artificial Intelligence
(9)
Deep Learning
(8)
Applications
(7)
Core AI
(6)
Core Methods
(6)
Learning Types Β· Machine Learning
(5)
Architectures
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Generation
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Learning Paradigms
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Learning Types Β· Deep Learning
(3)
Models
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Optimization & Theory
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Resources & Methods
(3)
Keywords
neural network
(6)
inference network
(5)
energy-based model
(3)
sequence labeling
(3)
structured prediction
(3)
large language model
(3)
text generation
(2)
cross-lingual transfer
(2)
zero-shot learning
(2)
gradient descent
(2)
attention mechanism
(1)
neural machine translation
(1)
named entity recognition
(1)
chain-of-thought reasoning
(1)
text classification
(1)
approximate inference
(1)
program synthesis
(1)
natural language inference
(1)
hierarchical recurrent networks
(1)
code generation
(1)
Papers
Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknownan
EMNLP 2025
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning
EACL 2024
Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models
EMNLP 2024
Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding
EMNLP 2024
CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis
ICLR 2023
Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models
EMNLP 2022
An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks
EMNLP 2020
ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation
ACL 2020
Improving Joint Training of Inference Networks and Structured Prediction Energy Networks
EMNLP 2020
Benchmarking Approximate Inference Methods for Neural Structured Prediction
NAACL 2019
Generating Diverse Story Continuations with Controllable Semantics
EMNLP 2019
Learning Approximate Inference Networks for Structured Prediction
ICLR 2018
Pay Attention to the Ending:Strong Neural Baselines for the ROC Story Cloze Task
ACL 2017
Commonsense Knowledge Base Completion
ACL 2016