Jon Saad-Falcon
10 papers · 2020–2025 · 5 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.
Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
🗃️
Keyword Collector
(62)
Top co-authors
Research topics
Natural Language Processing
(8)
Machine Learning
(6)
Application Areas
(5)
Applications · Natural Language Processing
(5)
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Generation
(2)
Learning Types
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Applications · Data Science & Analytics
(1)
Applications · Computer Science
(1)
Keywords
information retrieval
(3)
retrieval-augmented generation
(2)
preference learning
(1)
question answering
(1)
model evaluation
(1)
text generation
(1)
document understanding
(1)
synthetic training data
(1)
rhetorical strategies
(1)
dense retrieval
(1)
variational autoencoder
(1)
evaluation benchmark
(1)
knowledge distillation
(1)
inference acceleration
(1)
domain adaptation
(1)
training acceleration
(1)
pareto frontier
(1)
neural information retrieval
(1)
neural retrieval
(1)
benchmark evaluation
(1)
Papers
An Architecture Search Framework for Inference-Time Techniques
ICML 2025
LMUNIT: Fine-grained Evaluation with Natural Language Unit Tests
EMNLP 2025
ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems
NAACL 2024
Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT
ICML 2024
PDFTriage: Question Answering over Long, Structured Documents
EMNLP 2024
Embedding Recycling for Language Models
EACL 2023
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking
ACL 2023
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers
EMNLP 2023
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction
NAACL 2022
Examining the Ordering of Rhetorical Strategies in Persuasive Requests
EMNLP 2020