Adrian Benton

36 papers A* 3B 1C 2Journal 17Unranked 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
CafeQ: Calibration-free Quantization via Learned Transformations and Adaptive Rounding.
CoRR
Ziteng Sun, Adrian Benton, Samuel Kushnir, Asher Trockman, Vikas Singh, Suhas N. Diggavi, Ananda Theertha Suresh
2025 A* conf
Improving Informally Romanized Language Identification.
EMNLP
Adrian Benton, Alexander Gutkin, Christo Kirov, Brian Roark
2025 J jnl
Improving Informally Romanized Language Identification.
CoRR
Adrian Benton, Alexander Gutkin, Christo Kirov, Brian Roark
2024 A* conf
Accelerating Blockwise Parallel Language Models with Draft Refinement.
NeurIPS
Taehyeon Kim, Ananda Theertha Suresh, Kishore Papineni, Michael D. Riley, Sanjiv Kumar, Adrian Benton
2024 J jnl
Towards Fast Inference: Exploring and Improving Blockwise Parallel Drafts.
CoRR
Taehyeon Kim, Ananda Theertha Suresh, Kishore Papineni, Michael Riley, Sanjiv Kumar, Adrian Benton
2023 J jnl
Weakly Supervised Headline Dependency Parsing.
CoRR
Adrian Benton, Tianze Shi, Ozan Irsoy, Igor Malioutov
2022 — conf
Updated Headline Generation: Creating Updated Summaries for Evolving News Stories.
ACL (1)
Sheena Panthaplackel, Adrian Benton, Mark Dredze
2022 — conf
Weakly Supervised Headline Dependency Parsing.
EMNLP (Findings)
Adrian Benton, Tianze Shi, Ozan Irsoy, Igor Malioutov
2022 J jnl
What Makes Data-to-Text Generation Hard for Pretrained Language Models?
CoRR
Moniba Keymanesh, Adrian Benton, Mark Dredze
2021 J jnl
Comparing Euclidean and Hyperbolic Embeddings on the WordNet Nouns Hypernymy Graph.
CoRR
Sameer Bansal, Adrian Benton
2021 — conf
Cross-Register Projection for Headline Part of Speech Tagging.
EMNLP (1)
Adrian Benton, Hanyang Li, Igor Malioutov
2021 J jnl
Cross-Register Projection for Headline Part of Speech Tagging.
CoRR
Adrian Benton, Hanyang Li, Igor Malioutov
2021 — conf
Diversity-Aware Batch Active Learning for Dependency Parsing.
NAACL-HLT
Tianze Shi, Adrian Benton, Igor Malioutov, Ozan Irsoy
2021 J jnl
Diversity-Aware Batch Active Learning for Dependency Parsing.
CoRR
Tianze Shi, Adrian Benton, Igor Malioutov, Ozan Irsoy
2021 — conf
Towards Realistic Few-Shot Relation Extraction.
EMNLP (1)
Sam Brody, Sichao Wu, Adrian Benton
2020 J jnl
kōan: A Corrected CBOW Implementation.
CoRR
Ozan Irsoy, Adrian Benton, Karl Stratos
2019 — conf
Deep Generalized Canonical Correlation Analysis.
RepL4NLP@ACL
Adrian Benton, Huda Khayrallah, Biman Gujral, Dee Ann Reisinger, Sheng Zhang, Raman Arora
2019 B conf
Roll Call Vote Prediction with Knowledge Augmented Models.
CoNLL
Pallavi Patil, Kriti Myer, Ronak Zala, Arpit Singh, Sheshera Mysore, Andrew McCallum, Adrian Benton, Amanda Stent
2019 J jnl
Talkographics: Measuring TV and Brand Audience Demographics and Interests from User-Generated Content.
Int. J. Electron. Commer.
Shawndra Hill, Adrian Benton, Umberto Panniello
2018 — conf
Deep Dirichlet Multinomial Regression.
NAACL-HLT
Adrian Benton, Mark Dredze
2018 J jnl
Learning Representations of Social Media Users.
CoRR
Adrian Benton
2018 — conf
Using Author Embeddings to Improve Tweet Stance Classification.
NUT@EMNLP
Adrian Benton, Mark Dredze
2017 J jnl
Deep Generalized Canonical Correlation Analysis.
CoRR
Adrian Benton, Huda Khayrallah, Biman Gujral, Dee Ann Reisinger, Sheng Zhang, Raman Arora
2017 — conf
Ethical Research Protocols for Social Media Health Research.
EthNLP@EACL
Adrian Benton, Glen Coppersmith, Mark Dredze
2017 J jnl
Multi-Task Learning for Mental Health using Social Media Text.
CoRR
Adrian Benton, Margaret Mitchell, Dirk Hovy
2017 — conf
Multitask Learning for Mental Health Conditions with Limited Social Media Data.
EACL (1)
Adrian Benton, Margaret Mitchell, Dirk Hovy
2016 J jnl
After Sandy Hook Elementary: A Year in the Gun Control Debate on Twitter.
CoRR
Adrian Benton, Braden Hancock, Glen Coppersmith, John W. Ayers, Mark Dredze
2016 A* conf
Collective Supervision of Topic Models for Predicting Surveys with Social Media.
AAAI
Adrian Benton, Michael J. Paul, Braden Hancock, Mark Dredze
2016 — conf
Learning Multiview Embeddings of Twitter Users.
ACL (2)
Adrian Benton, Raman Arora, Mark Dredze
2015 — conf
Entity Linking for Spoken Language.
HLT-NAACL
Adrian Benton, Mark Dredze
2013 C conf
When Does Social Network-Based Prediction Work? A Large Scale Analysis of Brand and TV audience engagement by Twitter Users.
ICIS
Shawndra Hill, Adrian Benton, Christophe Van den Bulte
2012 — conf
Social TV: real-time social media response to TV advertising.
AdKDD@KDD
Shawndra Hill, Aman Nalavade, Adrian Benton
2012 J jnl
medpie: an information extraction package for medical message board posts.
Bioinform.
Adrian Benton, John H. Holmes, Shawndra Hill, Annie Chung, Lyle H. Ungar
2011 J jnl
A system for de-identifying medical message board text.
BMC Bioinform.
Adrian Benton, Shawndra Hill, Lyle H. Ungar, Annie Chung, Charles E. Leonard, Cristin Freeman, John H. Holmes
2011 J jnl
Identifying potential adverse effects using the web: A new approach to medical hypothesis generation.
J. Biomed. Informatics
Adrian Benton, Lyle H. Ungar, Shawndra Hill, Sean Hennessy, Jun Mao, Annie Chung, Charles E. Leonard, John H. Holmes
2010 C conf
A System for De-identifying Medical Message Board Text.
ICMLA
Adrian Benton, Shawndra Hill, Lyle H. Ungar, Annie Chung, Charles E. Leonard, Cristin Freeman, John H. Holmes