Adam Fisch
21 papers · 2016–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (52) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π€
Dynamic Duo
(10)
π
Keyword Trendsetter Combo
(3)
π§¬
Topic Evolution
π§
Keyword Pioneer
π
Trend Setter
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
π
Renaissance Researcher
(6)
ποΈ
Keyword Collector
(99)
β‘
Prolific Year Β· Productive
Top co-authors
Research topics
Machine Learning
(16)
Artificial Intelligence
(13)
Core AI
(11)
Natural Language Processing
(10)
Application Areas
(7)
Optimization & Theory
(6)
Applications
(5)
Deep Learning
(4)
Core Methods
(4)
Generation
(4)
Learning Paradigms
(4)
Learning Types Β· Machine Learning
(4)
Reinforcement Learning
(2)
Architectures
(2)
Learning Types Β· Deep Learning
(2)
Keywords
conformal prediction
(6)
prediction set
(3)
language model
(3)
few-shot learning
(2)
multi-task learning
(2)
adversarial training
(2)
risk control
(2)
early exit
(2)
inference acceleration
(2)
inference throughput
(2)
reinforcement learning
(2)
machine reading comprehension
(2)
neural network
(2)
fact verification
(1)
visual question answering
(1)
autoregressive transformer
(1)
model calibration
(1)
uncertainty quantification
(1)
contrastive learning
(1)
text classification
(1)
Papers
Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA
ICLR 2025
Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning
ICLR 2025
Block Transformer: Global-to-Local Language Modeling for Fast Inference
NeurIPS 2024
Conformal Language Modeling
ICLR 2024
Conformal Risk Control
ICLR 2024
Stratified Prediction-Powered Inference for Effective Hybrid Evaluation of Language Models
NeurIPS 2024
Efficiently Controlling Multiple Risks with Pareto Testing
ICLR 2023
Confident Adaptive Language Modeling
NeurIPS 2022
Conformal Prediction Sets with Limited False Positives
ICML 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
Making Pre-trained Language Models Better Few-shot Learners
ACL 2021
CapWAP: Image Captioning with a Purpose
EMNLP 2020
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension
EMNLP 2019
Proceedings of the 2nd Workshop on Machine Reading for Question Answering
EMNLP 2019
Working Hard or Hardly Working: Challenges of Integrating Typology into Neural Dependency Parsers
EMNLP 2019
ParlAI: A Dialog Research Software Platform
EMNLP 2017
Reading Wikipedia to Answer Open-Domain Questions
ACL 2017
Key-Value Memory Networks for Directly Reading Documents
EMNLP 2016