Elias Stengel-Eskin
39 papers · 2017–2026 · 12 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.
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Artificial Intelligence
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(20)
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Keywords
large language model
(12)
vision-language model
(6)
visual question answering
(4)
semantic parsing
(4)
multimodal learning
(3)
question answering
(3)
visual reasoning
(3)
neural network
(2)
attribute prediction
(2)
multi-agent system
(2)
zero-shot learning
(2)
spatial reasoning
(2)
pragmatic reasoning
(2)
natural language understanding
(2)
language model
(2)
preference optimization
(2)
confidence calibration
(2)
representation learning
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benchmark evaluation
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question rephrasing
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Papers
DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal Reasoning
EACL 2026
GrAInS: Gradient-based Attribution for Inference-Time Steering of LLMs and VLMs
ACL 2026
Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact
EACL 2026
PRInTS: Reward Modeling for Long-Horizon Information Seeking
ACL 2026
RotBench: Evaluating Multi-modal Large Language Models on Identifying Image Rotation
EACL 2026
Routing with Generated Data: Annotation-Free LLM Skill Estimation and Expert Selection
ACL 2026
AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge
NAACL 2025
CAPTURE: Evaluating Spatial Reasoning in Vision Language Models via Occluded Object Counting
ICCV 2025
DataEnvGym: Data Generation Agents in Teacher Environments with Student Feedback
ICLR 2025
Language Models Identify Ambiguities and Exploit Loopholes
EMNLP 2025
LAQuer: Localized Attribution Queries in Content-grounded Generation
ACL 2025
MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning
EMNLP 2025
MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration
NAACL 2025
Multi-Attribute Steering of Language Models via Targeted Intervention
ACL 2025
See It from My Perspective: How Language Affects Cultural Bias in Image Understanding
ICLR 2025
System 1.x: Learning to Balance Fast and Slow Planning with Language Models
ICLR 2025
Teaching Models to Balance Resisting and Accepting Persuasion
NAACL 2025
VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos
CVPR 2025
Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training
ECCV 2024
GTBench: Uncovering the Strategic Reasoning Capabilities of LLMs via Game-Theoretic Evaluations
NeurIPS 2024
LACIE: Listener-Aware Finetuning for Calibration in Large Language Models
NeurIPS 2024
Language-guided Skill Learning with Temporal Variational Inference
ICML 2024
MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models
ICML 2024
ReGAL: Refactoring Programs to Discover Generalizable Abstractions
ICML 2024
Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models
ICLR 2024
Soft Self-Consistency Improves Language Models Agents
ACL 2024
Zero and Few-shot Semantic Parsing with Ambiguous Inputs
ICLR 2024
Did You Mean...? Confidence-based Trade-offs in Semantic Parsing
EMNLP 2023
Super-CLEVR: A Virtual Benchmark To Diagnose Domain Robustness in Visual Reasoning
CVPR 2023
Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQA
ACL 2023
The Curious Case of Control
EMNLP 2022
Visual Commonsense in Pretrained Unimodal and Multimodal Models
NAACL 2022
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems
EMNLP 2022
Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images
ICCV 2021
Guiding Multi-Step Rearrangement Tasks with Natural Language Instructions
CoRL 2021
Human-Model Divergence in the Handling of Vagueness
ACL 2021
Universal Decompositional Semantic Parsing
ACL 2020
A Discriminative Neural Model for Cross-Lingual Word Alignment
EMNLP 2019
Polyglot and Speech Corpus Tools: A System for Representing, Integrating, and Querying Speech Corpora
Interspeech 2017