Jamie Callan
17 papers · 2005–2024 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (27) π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Full π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π€
Dynamic Duo
(10)
π₯
Mega-Team Β· Squad
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Century Club Β· Bronze
ποΈ
Keyword Collector
(63)
π₯
Unstoppable Β· Bronze
Venues
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Research topics
Natural Language Processing
(10)
Applications Β· Natural Language Processing
(9)
Deep Learning
(8)
Machine Learning
(8)
Learning Types Β· Deep Learning
(6)
Architectures
(4)
Core Methods
(4)
Generation
(4)
Learning Types Β· Machine Learning
(4)
Resources & Methods
(4)
Artificial Intelligence
(3)
Computer Science
(3)
Applications Β· Computer Science
(3)
Core AI
(3)
Application Areas
(2)
Keywords
information retrieval
(5)
dense retrieval
(4)
contrastive learning
(4)
language model
(3)
text representation
(2)
transformer architecture
(2)
document embedding
(2)
document retrieval
(2)
retrieval-augmented generation
(2)
transfer learning
(1)
passage retrieval
(1)
zero-shot learning
(1)
code generation
(1)
program synthesis
(1)
document ranking
(1)
question answering
(1)
weak supervision
(1)
attention mechanism
(1)
conversational search
(1)
symbolic reasoning
(1)
Papers
Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval
ACL 2024
SciCode: A Research Coding Benchmark Curated by Scientists
NeurIPS 2024
Active Retrieval Augmented Generation
EMNLP 2023
PAL: Program-aided Language Models
ICML 2023
Precise Zero-Shot Dense Retrieval without Relevance Labels
ACL 2023
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer
EMNLP 2022
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval
ACL 2022
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List
NAACL 2021
Condenser: a Pre-training Architecture for Dense Retrieval
EMNLP 2021
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup
ACL 2021
Making Information Seeking Easier: An Improved Pipeline for Conversational Search
EMNLP 2020
Modularized Transfomer-based Ranking Framework
EMNLP 2020
A Metric-based Framework for Automatic Taxonomy Induction
ACL 2009
Dictionary Definitions based Homograph Identification using a Generative Hierarchical Model
ACL 2008
Automatic and Human Scoring of Word Definition Responses
NAACL 2007
Combining Lexical and Grammatical Features to Improve Readability Measures for First and Second Language Texts
NAACL 2007
Combining Multiple Forms of Evidence While Filtering
EMNLP 2005