James Allan
16 papers · 2004–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Ultra 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver
🌈
Renaissance Researcher
(5)
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(5)
Applications · Natural Language Processing
(4)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types
(3)
Computer Science
(2)
Application Areas
(2)
Applications · Computer Science
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Applications · Data Science & Analytics
(1)
Clinical
(1)
Core Methods
(1)
Keywords
information retrieval
(2)
natural language inference
(2)
feature attribution
(2)
fact verification
(1)
neural machine translation
(1)
named entity recognition
(1)
semantic analysis
(1)
bias detection
(1)
cross-lingual information retrieval
(1)
dense retrieval
(1)
model interpretability
(1)
learning to rank
(1)
adversarial attack
(1)
contradiction detection
(1)
concept erasure
(1)
post-hoc explanation
(1)
shapley value
(1)
word embedding
(1)
distant supervision
(1)
multilingual model
(1)
Papers
RankSHAP: Shapley Value Based Feature Attributions for Learning to Rank
ICLR 2025
Discovering Biases in Information Retrieval Models Using Relevance Thesaurus as Global Explanation
EMNLP 2024
Language Concept Erasure for Language-invariant Dense Retrieval
EMNLP 2024
AutoTriggER: Label-Efficient and Robust Named Entity Recognition with Auxiliary Trigger Extraction
EACL 2023
Conditional Natural Language Inference
EMNLP 2023
A Multi-Task Architecture on Relevance-based Neural Query Translation
ACL 2019
FEVER Breaker’s Run of Team NbAuzDrLqg
EMNLP 2019
Proceedings of ACL-08: HLT
ACL 2008
Proceedings of ACL-08: HLT, Short Papers
ACL 2008
A Case For Shorter Queries, and Helping Users Create Them
NAACL 2007
Information Retrieval On Empty Fields
NAACL 2007
Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Tutorial Abstracts
NAACL 2007
Question Answering Using Integrated Information Retrieval and Information Extraction
NAACL 2007
Matching Inconsistently Spelled Names in Automatic Speech Recognizer Output for Information Retrieval
EMNLP 2005
Using Names and Topics for New Event Detection
EMNLP 2005
Cross-Document Coreference on a Large Scale Corpus
NAACL 2004