Alborz Geramifard
11 papers · 2006–2024 · 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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Research topics
Artificial Intelligence
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Machine Learning
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Natural Language Processing
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Generation
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(4)
Deep Learning
(3)
Reinforcement Learning
(3)
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Optimization & Theory
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Keywords
dialogue system
(3)
reinforcement learning
(2)
dialog system
(2)
task-oriented dialog
(2)
offline reinforcement learning
(2)
linear function approximation
(2)
sequence modeling
(2)
dialog state tracking
(2)
visual grounding
(1)
convergence analysis
(1)
policy evaluation
(1)
visual reasoning
(1)
multimodal learning
(1)
coreference resolution
(1)
information retrieval
(1)
multi-task learning
(1)
linear function approximator
(1)
behavior cloning
(1)
value function
(1)
visual question answering
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Papers
Score Models for Offline Goal-Conditioned Reinforcement Learning
ICLR 2024
When should we prefer Decision Transformers for Offline Reinforcement Learning?
ICLR 2024
Database Search Results Disambiguation for Task-Oriented Dialog Systems
NAACL 2022
Memformer: A Memory-Augmented Transformer for Sequence Modeling
AACL 2022
Navigating Connected Memories with a Task-oriented Dialog System
EMNLP 2022
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue
ACL 2021
SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations
EMNLP 2021
Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic Programming
COLING 2020
Situated and Interactive Multimodal Conversations
COLING 2020
RLPy: A Value-Function-Based Reinforcement Learning Framework for Education and Research
JMLR 2015
iLSTD: Eligibility Traces and Convergence Analysis
NeurIPS 2006