Tal Schuster
28 papers · 2017–2025 · 8 venues · across top CS/AI venues
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Achievements
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(10)
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Prolific Year Β· Productive
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The Questioner
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Century Club Β· Bronze
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(5)
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Keyword Collector
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Research topics
Machine Learning
(21)
Artificial Intelligence
(16)
Natural Language Processing
(16)
Core AI
(13)
Applications
(11)
Deep Learning
(10)
Learning Types Β· Machine Learning
(9)
Core Methods
(8)
Application Areas
(7)
Architectures
(6)
Generation
(6)
Learning Paradigms
(4)
Learning Types Β· Deep Learning
(3)
Optimization & Theory Β· Deep Learning
(3)
Optimization & Theory Β· Machine Learning
(3)
Keywords
conformal prediction
(6)
fact verification
(6)
natural language inference
(6)
language model
(3)
text generation
(3)
prediction set
(3)
entailment recognition
(2)
model compression
(2)
inference throughput
(2)
transformer architecture
(2)
early exit
(2)
inference acceleration
(2)
text classification
(2)
textual entailment
(2)
semantic analysis
(2)
efficient computing
(2)
zero-shot learning
(2)
computational efficiency
(2)
uncertainty quantification
(1)
multi-task learning
(1)
Papers
On Reference (In-)Determinacy in Natural Language Inference
NAACL 2025
Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA
ICLR 2025
Tomato, Tomahto, Tomate: Do Multilingual Language Models Understand Based on Subword-Level Semantic Concepts?
NAACL 2025
Attribute First, then Generate: Locally-attributable Grounded Text Generation
ACL 2024
Block Transformer: Global-to-Local Language Modeling for Fast Inference
NeurIPS 2024
Conformal Language Modeling
ICLR 2024
Conformal Risk Control
ICLR 2024
SEMQA: Semi-Extractive Multi-Source Question Answering
NAACL 2024
TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools
NeurIPS 2024
LAIT: Efficient Multi-Segment Encoding in Transformers with Layer-Adjustable Interaction
ACL 2023
PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition
ACL 2023
SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes
EMNLP 2023
UL2: Unifying Language Learning Paradigms
ICLR 2023
Confident Adaptive Language Modeling
NeurIPS 2022
Conformal Prediction Sets with Limited False Positives
ICML 2022
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning
ICLR 2022
Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters
EMNLP 2022
Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering Evaluation
EMNLP 2022
Transformer Memory as a Differentiable Search Index
NeurIPS 2022
Consistent Accelerated Inference via Confident Adaptive Transformers
EMNLP 2021
Efficient Conformal Prediction via Cascaded Inference with Expanded Admission
ICLR 2021
Few-Shot Conformal Prediction with Auxiliary Tasks
ICML 2021
Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence
NAACL 2021
Automatic Fact-Guided Sentence Modification
AAAI 2020
Distilling the Evidence to Augment Fact Verification Models
ACL 2020
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing
NAACL 2019
Towards Debiasing Fact Verification Models
EMNLP 2019
Optical Flow Requires Multiple Strategies (but Only One Network)
CVPR 2017