Arash Eshghi
13 papers · 2017–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (33) 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird
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Prolific Year · Productive
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Unstoppable · Bronze
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The Questioner
💎
Century Club · Bronze
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Keyword Collector
(76)
Venues
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Research topics
Artificial Intelligence
(12)
Core AI · Artificial Intelligence
(12)
Deep Learning
(7)
Natural Language Processing
(7)
Generation
(6)
Machine Learning
(5)
Computer Vision
(4)
Learning Types · Deep Learning
(4)
Learning Types · Machine Learning
(3)
Applications
(2)
Core AI · Computer Vision
(2)
Models
(2)
Optimization & Theory
(2)
Architectures
(1)
Domain-Specific
(1)
Keywords
vision-language model
(5)
multimodal learning
(4)
conversational ai
(3)
large language model
(3)
incremental processing
(2)
embodied ai
(2)
benchmark evaluation
(2)
dialogue system
(2)
logical reasoning
(1)
question answering
(1)
transfer learning
(1)
prompt engineering
(1)
dialogue generation
(1)
multi-task learning
(1)
natural language generation
(1)
visual grounding
(1)
robotic manipulation
(1)
explainable ai
(1)
video understanding
(1)
speech recognition
(1)
Papers
AlanaVLM: A Multimodal Embodied AI Foundation Model for Egocentric Video Understanding
EMNLP 2024
Clarifying Completions: Evaluating How LLMs Respond to Incomplete Questions
COLING 2024
Lost in Space: Probing Fine-grained Spatial Understanding in Vision and Language Resamplers
NAACL 2024
Reasoning or a Semblance of it? A Diagnostic Study of Transitive Reasoning in LLMs
EMNLP 2024
Repairs in a Block World: A New Benchmark for Handling User Corrections with Multi-Modal Language Models
EMNLP 2024
Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language Modeling
EMNLP 2024
Multitask Multimodal Prompted Training for Interactive Embodied Task Completion
EMNLP 2023
The Dangers of trusting Stochastic Parrots: Faithfulness and Trust in Open-domain Conversational Question Answering
ACL 2023
Combine to Describe: Evaluating Compositional Generalization in Image Captioning
ACL 2022
A Study of Automatic Metrics for the Evaluation of Natural Language Explanations
EACL 2021
A Comprehensive Evaluation of Incremental Speech Recognition and Diarization for Conversational AI
COLING 2020
Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks
EMNLP 2019
Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue grammars
EMNLP 2017