Alborz Geramifard
12 papers · 2006–2024 · 9 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (9) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🏃 Academic Marathon (18)
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(13)
🌍
Conference Polyglot
(9)
🌟
Keyword Trendsetter Combo
(3)
🏆
Keyword Champion
💎
Century Club
(12)
📈
Trend Setter
🚀
Conference Pioneer
🗃️
Keyword Collector
(54)
❓
The Questioner
Conferences
COLING (2)
EMNLP (2)
ICLR (2)
AACL (1)
ACL (1)
IJCNLP (1)
JMLR (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
dialogue system
(4)
dialog system
(2)
video-grounded dialogue
(2)
task-oriented dialog
(2)
reinforcement learning
(2)
dialog state tracking
(2)
linear function approximation
(2)
multi-step reasoning
(2)
diagnostic dataset
(2)
function approximation
(1)
visual reasoning
(1)
convergence analysis
(1)
visual grounding
(1)
coreference resolution
(1)
policy evaluation
(1)
multimodal learning
(1)
policy iteration
(1)
information retrieval
(1)
multi-task learning
(1)
value function
(1)
Papers
When should we prefer Decision Transformers for Offline Reinforcement Learning?
ICLR 2024
Score Models for Offline Goal-Conditioned 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
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue
IJCNLP 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
NIPS 2006