Pradeep Dasigi
31 papers · 2011–2025 · 8 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (51) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🤝
Dynamic Duo
(13)
🧭
Keyword Pioneer
👥
Mega-Team · Squad
🧬
Topic Evolution
⚡
Prolific Year · Productive
🔥
Unstoppable · Bronze
❓
The Questioner
💎
Century Club · Bronze
🗃️
Keyword Collector
(127)
Top co-authors
Research topics
Machine Learning
(16)
Natural Language Processing
(14)
Artificial Intelligence
(12)
Deep Learning
(11)
Applications
(11)
Core AI
(10)
Learning Types · Deep Learning
(8)
Application Areas
(7)
Learning Types · Machine Learning
(5)
Optimization & Theory
(5)
Core Methods
(3)
Resources & Methods
(3)
Understanding
(3)
Architectures
(2)
Learning Paradigms
(2)
Keywords
question answering
(8)
reading comprehension
(4)
language model
(4)
semantic parsing
(3)
knowledge distillation
(2)
discrete reasoning
(2)
retrieval model
(2)
model merging
(2)
out-of-distribution generalization
(2)
instruction tuning
(2)
representation learning
(2)
multi-hop reasoning
(2)
natural language processing
(2)
large language model
(2)
code generation
(2)
spurious correlation
(2)
model evaluation
(2)
in-context learning
(1)
data augmentation
(1)
domain generalization
(1)
Papers
Hybrid Preferences: Learning to Route Instances for Human vs. AI Feedback
ACL 2025
Evaluating In-Context Learning of Libraries for Code Generation
NAACL 2024
Merge to Learn: Efficiently Adding Skills to Language Models with Model Merging
EMNLP 2024
OLMo: Accelerating the Science of Language Models
ACL 2024
Scalable Data Ablation Approximations for Language Models through Modular Training and Merging
EMNLP 2024
The Art of Saying No: Contextual Noncompliance in Language Models
NeurIPS 2024
TRAM: Bridging Trust Regions and Sharpness Aware Minimization
ICLR 2024
AGRO: Adversarial discovery of error-prone Groups for Robust Optimization
ICLR 2023
Data-Efficient Finetuning Using Cross-Task Nearest Neighbors
ACL 2023
How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources
NeurIPS 2023
LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization
EACL 2023
Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets
ACL 2022
Retrieval Data Augmentation Informed by Downstream Question Answering Performance
ACL 2022
A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers
NAACL 2021
Learning with Instance Bundles for Reading Comprehension
EMNLP 2021
Mitigating False-Negative Contexts in Multi-document Question Answering with Retrieval Marginalization
EMNLP 2021
Easy, Reproducible and Quality-Controlled Data Collection with CROWDAQ
EMNLP 2020
Evaluating Models’ Local Decision Boundaries via Contrast Sets
EMNLP 2020
IIRC: A Dataset of Incomplete Information Reading Comprehension Questions
EMNLP 2020
DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs
NAACL 2019
Iterative Search for Weakly Supervised Semantic Parsing
NAACL 2019
Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning
EMNLP 2019
AllenNLP: A Deep Semantic Natural Language Processing Platform
ACL 2018
Neural Semantic Parsing
ACL 2018
Neural Semantic Parsing with Type Constraints for Semi-Structured Tables
EMNLP 2017
Ontology-Aware Token Embeddings for Prepositional Phrase Attachment
ACL 2017
Modeling Newswire Events using Neural Networks for Anomaly Detection
COLING 2014
Reranking with Linguistic and Semantic Features for Arabic Optical Character Recognition
ACL 2013
Genre Independent Subgroup Detection in Online Discussion Threads: A Study of Implicit Attitude using Textual Latent Semantics
ACL 2012
Subgroup Detection in Ideological Discussions
ACL 2012
CODACT: Towards Identifying Orthographic Variants in Dialectal Arabic
IJCNLP 2011