Afra Amini
14 papers · 2021–2025 · 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 ↓+4 more ↓ Show less ↑
π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (38) π Conference Polyglot Β· Silver π€ Dynamic Duo (12) π Century Club Β· Bronze
ποΈ
Keyword Collector
(66)
π₯
Unstoppable Β· Bronze
β
The Questioner
β‘
Prolific Year Β· Productive
Top co-authors
Research topics
Artificial Intelligence
(9)
Machine Learning
(9)
Natural Language Processing
(9)
Core AI
(7)
Optimization & Theory
(7)
Deep Learning
(6)
Generation
(4)
Learning Types Β· Machine Learning
(4)
Learning Types Β· Deep Learning
(4)
Understanding
(3)
Mathematics & Optimization
(2)
Applications
(2)
Core Methods
(2)
Learning Paradigms
(2)
Resources & Methods
(2)
Keywords
language model
(7)
controlled generation
(2)
beam search
(2)
dependency parsing
(2)
human preference
(2)
preference learning
(1)
model robustness
(1)
variational inference
(1)
natural language generation
(1)
kl divergence
(1)
text generation
(1)
language modeling
(1)
sampling strategy
(1)
coreference resolution
(1)
label smoothing
(1)
natural language inference
(1)
diverse sampling
(1)
model alignment
(1)
sequential monte carlo
(1)
language model alignment
(1)
Papers
Syntactic Control of Language Models by Posterior Inference
ACL 2025
Variational Best-of-N Alignment
ICLR 2025
Assessing Large Language Models on Climate Information
ICML 2024
Direct Preference Optimization with an Offset
ACL 2024
Principled Gradient-Based MCMC for Conditional Sampling of Text
ICML 2024
Reverse-Engineering the Reader
EMNLP 2024
The Role of n-gram Smoothing in the Age of Neural Networks
NAACL 2024
Generating Text from Language Models
ACL 2023
Hexatagging: Projective Dependency Parsing as Tagging
ACL 2023
Linear-Time Modeling of Linguistic Structure: An Order-Theoretic Perspective
EMNLP 2023
Structured Voronoi Sampling
NeurIPS 2023
Which Spurious Correlations Impact Reasoning in NLI Models? A Visual Interactive Diagnosis through Data-Constrained Counterfactuals
ACL 2023
On Parsing as Tagging
EMNLP 2022
Conditional Poisson Stochastic Beams
EMNLP 2021