Elias Stengel-Eskin
41 papers · 2017–2026 · 13 conferences · across top CS/AI conferences
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ACL (9)
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ICLR (5)
NAACL (4)
EACL (3)
ICML (3)
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IJCNLP (2)
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Keywords
large language model
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semantic parsing
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question answering
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vision-language model
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language model
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visual question answering
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visual reasoning
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attribute prediction
(2)
spatial reasoning
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representation learning
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natural language understanding
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word alignment
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named entity recognition
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discriminative model
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benchmark evaluation
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preference optimization
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visual grounding
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confidence calibration
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Papers
DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal Reasoning
EACL 2026
Routing with Generated Data: Annotation-Free LLM Skill Estimation and Expert Selection
ACL 2026
Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact
EACL 2026
RotBench: Evaluating Multi-modal Large Language Models on Identifying Image Rotation
EACL 2026
GrAInS: Gradient-based Attribution for Inference-Time Steering of LLMs and VLMs
ACL 2026
PRInTS: Reward Modeling for Long-Horizon Information Seeking
ACL 2026
VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos
CVPR 2025
AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge
NAACL 2025
MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration
NAACL 2025
Teaching Models to Balance Resisting and Accepting Persuasion
NAACL 2025
MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning
EMNLP 2025
System 1.x: Learning to Balance Fast and Slow Planning with Language Models
ICLR 2025
Language Models Identify Ambiguities and Exploit Loopholes
EMNLP 2025
CAPTURE: Evaluating Spatial Reasoning in Vision Language Models via Occluded Object Counting
ICCV 2025
See It from My Perspective: How Language Affects Cultural Bias in Image Understanding
ICLR 2025
DataEnvGym: Data Generation Agents in Teacher Environments with Student Feedback
ICLR 2025
LAQuer: Localized Attribution Queries in Content-grounded Generation
ACL 2025
Multi-Attribute Steering of Language Models via Targeted Intervention
ACL 2025
MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models
ICML 2024
LACIE: Listener-Aware Finetuning for Calibration in Large Language Models
NIPS 2024
Soft Self-Consistency Improves Language Models Agents
ACL 2024
Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training
ECCV 2024
Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models
ICLR 2024
Zero and Few-shot Semantic Parsing with Ambiguous Inputs
ICLR 2024
GTBench: Uncovering the Strategic Reasoning Capabilities of LLMs via Game-Theoretic Evaluations
NIPS 2024
Language-guided Skill Learning with Temporal Variational Inference
ICML 2024
ReGAL: Refactoring Programs to Discover Generalizable Abstractions
ICML 2024
Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQA
ACL 2023
Super-CLEVR: A Virtual Benchmark To Diagnose Domain Robustness in Visual Reasoning
CVPR 2023
Did You Mean...? Confidence-based Trade-offs in Semantic Parsing
EMNLP 2023
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems
EMNLP 2022
The Curious Case of Control
EMNLP 2022
Visual Commonsense in Pretrained Unimodal and Multimodal Models
NAACL 2022
Guiding Multi-Step Rearrangement Tasks with Natural Language Instructions
CORL 2021
Human-Model Divergence in the Handling of Vagueness
IJCNLP 2021
Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images
ICCV 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
IJCNLP 2019
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