Jamie Callan
19 papers · 2005–2024 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+9 more ↓ Show less ↑
π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (19) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (32)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Polyglot
(6)
π€
Dynamic Duo
(11)
π₯
Mega-Team
(30)
π
Keyword Champion
(2)
π
Century Club
(19)
ποΈ
Keyword Collector
(66)
π₯
Unstoppable
(5)
Conferences
ACL (6)
EMNLP (6)
NAACL (3)
IJCNLP (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
contrastive learning
(5)
information retrieval
(5)
dense retrieval
(4)
language model
(3)
document retrieval
(2)
text representation
(2)
memory optimization
(2)
document embedding
(2)
representation learning
(2)
transformer architecture
(2)
gradient caching
(2)
retrieval augmented generation
(2)
code generation
(1)
zero-shot learning
(1)
passage retrieval
(1)
unsupervised learning
(1)
question answering
(1)
attention mechanism
(1)
weak supervision
(1)
conversational search
(1)
Papers
SciCode: A Research Coding Benchmark Curated by Scientists
NIPS 2024
Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval
ACL 2024
PAL: Program-aided Language Models
ICML 2023
Active Retrieval Augmented Generation
EMNLP 2023
Precise Zero-Shot Dense Retrieval without Relevance Labels
ACL 2023
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval
ACL 2022
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer
EMNLP 2022
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List
NAACL 2021
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup
ACL 2021
Condenser: a Pre-training Architecture for Dense Retrieval
EMNLP 2021
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup
IJCNLP 2021
Modularized Transfomer-based Ranking Framework
EMNLP 2020
Making Information Seeking Easier: An Improved Pipeline for Conversational Search
EMNLP 2020
A Metric-based Framework for Automatic Taxonomy Induction
ACL 2009
A Metric-based Framework for Automatic Taxonomy Induction
IJCNLP 2009
Dictionary Definitions based Homograph Identification using a Generative Hierarchical Model
ACL 2008
Combining Lexical and Grammatical Features to Improve Readability Measures for First and Second Language Texts
NAACL 2007
Automatic and Human Scoring of Word Definition Responses
NAACL 2007
Combining Multiple Forms of Evidence While Filtering
EMNLP 2005