Zi Lin
16 papers · 2018–2024 · 6 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 ↓+9 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (57) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π
Keyword Champion
(3)
ποΈ
Keyword Collector
(85)
π
Trend Setter
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
β
The Questioner
π
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(13)
Deep Learning
(12)
Natural Language Processing
(11)
Artificial Intelligence
(9)
Applications
(8)
Core AI
(8)
Learning Types Β· Deep Learning
(8)
Optimization & Theory
(6)
Learning Types Β· Machine Learning
(5)
Interdisciplinary
(4)
Understanding
(4)
Bayesian & Probabilistic
(3)
Core Methods
(3)
Linguistics
(3)
Resources & Methods
(3)
Keywords
uncertainty quantification
(5)
semantic parsing
(4)
graph parsing
(4)
model uncertainty
(3)
spectral normalization
(3)
content moderation
(2)
transformer model
(2)
dialogue system
(2)
large language model
(2)
machine translation
(2)
benchmark evaluation
(2)
uncertainty estimation
(2)
syntactic parsing
(1)
text classification
(1)
neural machine translation
(1)
lexical semantics
(1)
sentiment analysis
(1)
representation learning
(1)
semantic role labeling
(1)
model calibration
(1)
Papers
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset
ICLR 2024
A Simple Approach to Improve Single-Model Deep Uncertainty via Distance-Awareness
JMLR 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
NeurIPS 2023
On Compositional Uncertainty Quantification for Seq2seq Graph Parsing
ICLR 2023
Retrieval-Augmented Parsing for Complex Graphs by Exploiting Structure and Uncertainty
EMNLP 2023
ToxicChat: Unveiling Hidden Challenges of Toxicity Detection in Real-World User-AI Conversation
EMNLP 2023
Neural-Symbolic Inference for Robust Autoregressive Graph Parsing via Compositional Uncertainty Quantification
EMNLP 2022
Towards Collaborative Neural-Symbolic Graph Semantic Parsing via Uncertainty
ACL 2022
Measuring and Improving Model-Moderator Collaboration using Uncertainty Estimation
ACL 2021
Pruning Redundant Mappings in Transformer Models via Spectral-Normalized Identity Prior
EMNLP 2020
Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness
NeurIPS 2020
Fast Structured Decoding for Sequence Models
NeurIPS 2019
Hint-Based Training for Non-Autoregressive Machine Translation
EMNLP 2019
Implanting Rational Knowledge into Distributed Representation at Morpheme Level
AAAI 2019
Parsing Meaning Representations: Is Easier Always Better?
ACL 2019
Semantic Role Labeling for Learner Chinese: the Importance of Syntactic Parsing and L2-L1 Parallel Data
EMNLP 2018