Steven Bethard

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 87

Top Venues

CoRR

SemEval@NAACL-HLT

J. Am. Medical Informatics Assoc.

COLING

Publications

Xin Su, Tiep Le, Steven Bethard, Phillip Howard
Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning. NAACL-HLT (2024)
Xin Su, Phillip Howard, Nagib Hakim, Steven Bethard
Fusing Temporal Graphs into Transformers for Time-Sensitive Question Answering. CoRR (2023)
Lijing Wang, Yingya Li, Timothy A. Miller, Steven Bethard, Guergana Savova
Two-Stage Fine-Tuning for Improved Bias and Variance for Large Pretrained Language Models. ACL (1) (2023)
Zeyu Zhang, Steven Bethard
Improving Toponym Resolution with Better Candidate Generation, Transformer-based Reranking, and Two-Stage Resolution. *SEM@ACL (2023)
Nimet Beyza Bozdag, Tugay Bilgis, Steven Bethard
Arizonans at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis with XLM-T. SemEval@ACL (2023)
Kadir Bulut Özler, Steven Bethard
clulab at MEDIQA-Chat 2023: Summarization and classification of medical dialogues. ClinicalNLP@ACL (2023)
Samuel González López, Steven Bethard
Transformer-based cynical expression detection in a corpus of Spanish YouTube reviews. WASSA@ACL (2023)
Jiarui Yao, Steven Bethard, Kristin Wright-Bettner, Eli Goldner, David Harris, Guergana Savova
Textual Entailment for Temporal Dependency Graph Parsing. ClinicalNLP@ACL (2023)
Timothy A. Miller, Steven Bethard, Dmitriy Dligach, Guergana Savova
End-to-end clinical temporal information extraction with multi-head attention. BioNLP@ACL (2023)
Egoitz Laparra, Alex Binford-Walsh, Kirk Emerson, Marc L. Miller, Laura López-Hoffman, Faiz Currim, Steven Bethard
Addressing structural hurdles for metadata extraction from environmental impact statements. J. Assoc. Inf. Sci. Technol. 74 (9) (2023)
Xin Su, Phillip Howard, Nagib Hakim, Steven Bethard
Fusing Temporal Graphs into Transformers for Time-Sensitive Question Answering. EMNLP (Findings) (2023)
Zeyu Zhang, Steven Bethard
Improving Toponym Resolution with Better Candidate Generation, Transformer-based Reranking, and Two-Stage Resolution. CoRR (2023)
Zhengzhong Liang, Zeyu Zhang, Steven Bethard, Mihai Surdeanu
Explainable Verbal Reasoner Plus (EVR+): A Natural Language Reasoning Framework that Supports Diverse Compositional Reasoning. CoRR (2023)
Tugay Bilgis, Nimet Beyza Bozdag, Steven Bethard
Gallagher at SemEval-2023 Task 5: Tackling Clickbait with Seq2Seq Models. SemEval@ACL (2023)
Xin Su, Tiep Le, Steven Bethard, Phillip Howard
Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning. CoRR (2023)
Steven Bethard
We need to talk about random seeds. CoRR (2022)
Nazia Tasnim, Md. Istiak Hossain Shihab, Asif Shahriyar Sushmit, Steven Bethard, Farig Sadeque
TEAM-Atreides at SemEval-2022 Task 11: On leveraging data augmentation and ensemble to recognize complex Named Entities in Bangla. CoRR (2022)
Xin Su, Yiyun Zhao, Steven Bethard
A Comparison of Strategies for Source-Free Domain Adaptation. ACL (1) (2022)
Hyunju Song, Steven Bethard
UA-KO at SemEval-2022 Task 11: Data Augmentation and Ensembles for Korean Named Entity Recognition. SemEval@NAACL (2022)
Zhengzhong Liang, Tushar Khot, Steven Bethard, Mihai Surdeanu, Ashish Sabharwal
Better Retrieval May Not Lead to Better Question Answering. CoRR (2022)
Nazia Tasnim, Md. Istiak Hossain Shihab, Asif Shahriyar Sushmit, Steven Bethard, Farig Sadeque
TEAM-Atreides at SemEval-2022 Task 11: On leveraging data augmentation and ensemble to recognize complex Named Entities in Bangla. SemEval@NAACL (2022)
Zhengzhong Liang, Steven Bethard, Mihai Surdeanu
Explainable Multi-hop Verbal Reasoning Through Internal Monologue. NAACL-HLT (2021)
Chen Lin, Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Guergana Savova
EntityBERT: Entity-centric Masking Strategy for Model Pretraining for the Clinical Domain. BioNLP@NAACL-HLT (2021)
Vikas Yadav, Steven Bethard, Mihai Surdeanu
If You Want to Go Far Go Together: Unsupervised Joint Candidate Evidence Retrieval for Multi-hop Question Answering. NAACL-HLT (2021)
Dongfang Xu, Steven Bethard
Triplet-Trained Vector Space and Sieve-Based Search Improve Biomedical Concept Normalization. BioNLP@NAACL-HLT (2021)
Xin Su, Yiyun Zhao, Steven Bethard
The University of Arizona at SemEval-2021 Task 10: Applying Self-training, Active Learning and Data Augmentation to Source-free Domain Adaptation. SemEval@ACL/IJCNLP (2021)
Egoitz Laparra, Xin Su, Yiyun Zhao, Özlem Uzuner, Timothy Miller, Steven Bethard
SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing. SemEval@ACL/IJCNLP (2021)
Yiyun Zhao, Jian Gang Ngui, Lucy Hall Hartley, Steven Bethard
Do pretrained transformers infer telicity like humans? CoNLL (2021)
Amanda Bertsch, Steven Bethard
Detection of Puffery on the English Wikipedia. W-NUT (2021)
Samuel González López, Steven Bethard, Francisca Cecilia Encinas Orozco, Adrián Pastor López-Monroy
Consumer Cynicism Identification for Spanish Reviews using a Spanish Transformer Model. Proces. del Leng. Natural 66 (2021)
Vikas Yadav, Steven Bethard, Mihai Surdeanu
Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering. CoRR (2020)
Dongfang Xu, Manoj Gopale, Jiacheng Zhang, Kris Brown, Edmon Begoli, Steven Bethard
Unified Medical Language System resources improve sieve-based generation and Bidirectional Encoder Representations from Transformers (BERT)-based ranking for concept normalization. J. Am. Medical Informatics Assoc. 27 (10) (2020)
Samuel González López, Steven Bethard, Aurelio López-López
Assisting Undergraduate Students in Writing Spanish Methodology Sections. BEA@ACL (2020)
Chen Lin, Timothy A. Miller, Dmitriy Dligach, Farig Sadeque, Steven Bethard, Guergana Savova
A BERT-based One-Pass Multi-Task Model for Clinical Temporal Relation Extraction. BioNLP (2020)
Kristin Wright-Bettner, Chen Lin, Timothy A. Miller, Steven Bethard, Dmitriy Dligach, Martha Palmer, James H. Martin, Guergana Savova
Defining and Learning Refined Temporal Relations in the Clinical Narrative. LOUHI@EMNLP (2020)
Vikas Yadav, Steven Bethard, Mihai Surdeanu
Having Your Cake and Eating it Too: Training Neural Retrieval for Language Inference without Losing Lexical Match. SIGIR (2020)
Chen Lin, Steven Bethard, Dmitriy Dligach, Farig Sadeque, Guergana Savova, Timothy A. Miller
Does BERT need domain adaptation for clinical negation detection? J. Am. Medical Informatics Assoc. 27 (4) (2020)
Dongfang Xu, Zeyu Zhang, Steven Bethard
A Generate-and-Rank Framework with Semantic Type Regularization for Biomedical Concept Normalization. ACL (2020)
Kadir Bulut Özler, Kate Kenski, Stephen A. Rains, Yotam Shmargad, Kevin Coe, Steven Bethard
Fine-tuning for multi-domain and multi-label uncivil language detection. WOAH (2020)
Yiyun Zhao, Steven Bethard
How does BERT's attention change when you fine-tune? An analysis methodology and a case study in negation scope. ACL (2020)
Moonsung Kim, Steven Bethard
TTUI at SemEval-2020 Task 11: Propaganda Detection with Transfer Learning and Ensembles. SemEval@COLING (2020)
Vikas Yadav, Steven Bethard, Mihai Surdeanu
Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering. ACL (2020)
Egoitz Laparra, Steven Bethard
A Dataset and Evaluation Framework for Complex Geographical Description Parsing. COLING (2020)
Samuel González López, Aurelio López-López, Steven Bethard, Jesús Miguel García Gorrostieta
A Model for Identifying Steps in Undergraduate Thesis Methodology. Res. Comput. Sci. 148 (5) (2019)
Rebecca Sharp, Adarsh Pyarelal, Benjamin M. Gyori, Keith Alcock, Egoitz Laparra, Marco Antonio Valenzuela-Escárcega, Ajay Nagesh, Vikas Yadav, John A. Bachman, Zheng Tang, Heather C. Lent, Fan Luo, Mithun Paul, Steven Bethard, Kobus Barnard, Clayton T. Morrison, Mihai Surdeanu
Eidos, INDRA, & Delphi: From Free Text to Executable Causal Models. NAACL-HLT (Demonstrations) (2019)
Farig Sadeque, Stephen A. Rains, Yotam Shmargad, Kate Kenski, Kevin Coe, Steven Bethard
Incivility Detection in Online Comments. *SEM@NAACL-HLT (2019)
Steven Bethard, Egoitz Laparra, Sophia Wang, Yiyun Zhao, Ragheb Al-Ghezi, Aaron Lien, Laura López-Hoffman
Inferring missing metadata from environmental policy texts. LaTeCH@NAACL-HLT (2019)
Vikas Yadav, Steven Bethard
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models. CoRR (2019)
Vikas Yadav, Steven Bethard, Mihai Surdeanu
Alignment over Heterogeneous Embeddings for Question Answering. NAACL-HLT (1) (2019)
Vikas Yadav, Steven Bethard, Mihai Surdeanu
Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering. EMNLP/IJCNLP (1) (2019)
Vikas Yadav, Egoitz Laparra, Ti-Tai Wang, Mihai Surdeanu, Steven Bethard
University of Arizona at SemEval-2019 Task 12: Deep-Affix Named Entity Recognition of Geolocation Entities. SemEval@NAACL-HLT (2019)
Vikas Yadav, Steven Bethard, Mihai Surdeanu
Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering. CoRR (2019)
Dongfang Xu, Egoitz Laparra, Steven Bethard
Pre-trained Contextualized Character Embeddings Lead to Major Improvements in Time Normalization: a Detailed Analysis. *SEM@NAACL-HLT (2019)
Farig Sadeque, Steven Bethard
Predicting engagement in online social networks: Challenges and opportunities. CoRR (2019)
Dongfang Xu, Vikas Yadav, Steven Bethard
UArizona at the MADE1.0 NLP Challenge. Medication and Adverse Drug Event Detection (2018)
Vikas Yadav, Steven Bethard
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models. COLING (2018)
Vikas Yadav, Rebecca Sharp, Steven Bethard
Deep Affix Features Improve Neural Named Entity Recognizers. *SEM@NAACL-HLT (2018)
Egoitz Laparra, Dongfang Xu, Ahmed Elsayed, Steven Bethard, Martha Palmer
SemEval 2018 Task 6: Parsing Time Normalizations. SemEval@NAACL-HLT (2018)
Chen Lin, Timothy A. Miller, Dmitriy Dligach, Hadi Amiri, Steven Bethard, Guergana Savova
Self-training improves Recurrent Neural Networks performance for Temporal Relation Extraction. Louhi@EMNLP (2018)
Farig Sadeque, Dongfang Xu, Steven Bethard
Measuring the Latency of Depression Detection in Social Media. WSDM (2018)
Egoitz Laparra, Dongfang Xu, Steven Bethard
From Characters to Time Intervals: New Paradigms for Evaluation and Neural Parsing of Time Normalizations. Trans. Assoc. Comput. Linguistics 6 (2018)
Ligaj Pradhan, Chengcui Zhang, Steven Bethard, Xin Chen
Embedding User Behavioral Aspect in TF-IDF Like Representation. MIPR (2018)
Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Chen Lin, Guergana Savova
Towards generalizable entity-centric clinical coreference resolution. J. Biomed. Informatics 69 (2017)
Chen Lin, Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Guergana Savova
Representations of Time Expressions for Temporal Relation Extraction with Convolutional Neural Networks. BioNLP (2017)
Dmitriy Dligach, Timothy A. Miller, Chen Lin, Steven Bethard, Guergana Savova
Neural Temporal Relation Extraction. EACL (2) (2017)
Quynh Ngoc Thi Do, Steven Bethard, Marie-Francine Moens
Improving Implicit Semantic Role Labeling by Predicting Semantic Frame Arguments. CoRR (2017)
Quynh Ngoc Thi Do, Steven Bethard, Marie-Francine Moens
Improving Implicit Semantic Role Labeling by Predicting Semantic Frame Arguments. IJCNLP(1) (2017)
Farig Sadeque, Dongfang Xu, Steven Bethard
UArizona at the CLEF eRisk 2017 Pilot Task: Linear and Recurrent Models for Early Depression Detection. CLEF (Working Notes) (2017)
Ligaj Pradhan, Chengcui Zhang, Steven Bethard
Infusing Latent User-Concerns from User Reviews into Collaborative Filtering. IRI (2017)
Timothy A. Miller, Steven Bethard, Hadi Amiri, Guergana Savova
Unsupervised Domain Adaptation for Clinical Negation Detection. BioNLP (2017)
Natalia Viani, Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi, Lucia Sacchi, Guergana K. Savova
Recurrent Neural Network Architectures for Event Extraction from Italian Medical Reports. AIME (2017)
Steven Bethard, Guergana Savova, Martha Palmer, James Pustejovsky
SemEval-2017 Task 12: Clinical TempEval. SemEval@ACL (2017)
Quynh Ngoc Thi Do, Steven Bethard, Marie-Francine Moens
Facing the most difficult case of Semantic Role Labeling: A collaboration of word embeddings and co-training. COLING (2016)
Md. Arafat Sultan, Steven Bethard, Tamara Sumner
DLS$@$CU at SemEval-2016 Task 1: Supervised Models of Sentence Similarity. SemEval@NAACL-HLT (2016)
Chen Lin, Dmitriy Dligach, Timothy A. Miller, Steven Bethard, Guergana K. Savova
Multilayered temporal modeling for the clinical domain. J. Am. Medical Informatics Assoc. 23 (2) (2016)
Steven Bethard, Guergana Savova, Wei-Te Chen, Leon Derczynski, James Pustejovsky, Marc Verhagen
SemEval-2016 Task 12: Clinical TempEval. SemEval@NAACL-HLT (2016)
Farig Sadeque, Ted Pedersen, Thamar Solorio, Prasha Shrestha, Nicolas Rey-Villamizar, Steven Bethard
Why Do They Leave: Modeling Participation in Online Depression Forums. SocialNLP@EMNLP (2016)
Nicolas Rey-Villamizar, Prasha Shrestha, Farig Sadeque, Steven Bethard, Ted Pedersen, Arjun Mukherjee, Thamar Solorio
Analysis of Anxious Word Usage on Online Health Forums. Louhi@EMNLP (2016)
Nicolas Rey-Villamizar, Prasha Shrestha, Thamar Solorio, Farig Sadeque, Steven Bethard, Ted Pedersen
Semi-supervised CLPsych 2016 Shared Task System Submission. CLPsych@HLT-NAACL (2016)
Prasha Shrestha, Nicolas Rey-Villamizar, Farig Sadeque, Ted Pedersen, Steven Bethard, Thamar Solorio
Age and Gender Prediction on Health Forum Data. LREC (2016)
Ligaj Pradhan, Chengcui Zhang, Steven Bethard
Extracting Hierarchy of Coherent User-Concerns to Discover Intricate User Behavior from User Reviews. Int. J. Multim. Data Eng. Manag. 7 (4) (2016)
Timothy A. Miller, Dmitriy Dligach, Chen Lin, Steven Bethard, Guergana Savova
Feature Portability in Cross-domain Clinical Coreference. AMIA (2016)
Ligaj Pradhan, Chengcui Zhang, Steven Bethard
Towards Extracting Coherent User Concerns and Their Hierarchical Organization from User Reviews. IRI (2016)
Upendra Sapkota, Thamar Solorio, Manuel Montes-y-Gómez, Steven Bethard
Domain Adaptation for Authorship Attribution: Improved Structural Correspondence Learning. ACL (1) (2016)
Steven Bethard, Jonathan Parker
A Semantically Compositional Annotation Scheme for Time Normalization. LREC (2016)
Chen Lin, Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Guergana Savova
Improving Temporal Relation Extraction with Training Instance Augmentation. BioNLP@ACL (2016)
John David Osborne, Matthew C. Wyatt, Andrew O. Westfall, James H. Willig, Steven Bethard, Geoffrey D. Gordon
Efficient identification of nationally mandated reportable cancer cases using natural language processing and machine learning. J. Am. Medical Informatics Assoc. 23 (6) (2016)
James Gung, John David Osborne, Steven Bethard
CUAB: Supervised Learning of Disorders and their Attributes using Relations. SemEval@NAACL-HLT (2015)
Timothy A. Miller, Steven Bethard, Dmitriy Dligach, Chen Lin, Guergana Savova
Extracting Time Expressions from Clinical Text. BioNLP@IJCNLP (2015)
Wim De Mulder, Steven Bethard, Marie-Francine Moens
A survey on the application of recurrent neural networks to statistical language modeling. Comput. Speech Lang. 30 (1) (2015)
Md. Arafat Sultan, Steven Bethard, Tamara Sumner
DLS$@$CU: Sentence Similarity from Word Alignment and Semantic Vector Composition. SemEval@NAACL-HLT (2015)
Steven Bethard, Leon Derczynski, Guergana Savova, James Pustejovsky, Marc Verhagen
SemEval-2015 Task 6: Clinical TempEval. SemEval@NAACL-HLT (2015)
Suraj Maharjan, Elizabeth Blair, Steven Bethard, Thamar Solorio
Developing Language-tagged Corpora for Code-switching Tweets. LAW@NAACL-HLT (2015)
Md. Arafat Sultan, Steven Bethard, Tamara Sumner
Feature-Rich Two-Stage Logistic Regression for Monolingual Alignment. EMNLP (2015)
Farig Sadeque, Thamar Solorio, Ted Pedersen, Prasha Shrestha, Steven Bethard
Predicting Continued Participation in Online Health Forums. Louhi@EMNLP (2015)
Upendra Sapkota, Steven Bethard, Manuel Montes-y-Gómez, Thamar Solorio
Not All Character N-grams Are Created Equal: A Study in Authorship Attribution. HLT-NAACL (2015)
Quynh Ngoc Thi Do, Steven Bethard, Marie-Francine Moens
Adapting Coreference Resolution for Narrative Processing. EMNLP (2015)
Quynh Ngoc Thi Do, Steven Bethard, Marie-Francine Moens
Domain Adaptation in Semantic Role Labeling Using a Neural Language Model and Linguistic Resources. IEEE ACM Trans. Audio Speech Lang. Process. 23 (11) (2015)
Md. Arafat Sultan, Steven Bethard, Tamara Sumner
Back to Basics for Monolingual Alignment: Exploiting Word Similarity and Contextual Evidence. Trans. Assoc. Comput. Linguistics 2 (2014)
Christopher D. Manning, Mihai Surdeanu, John Bauer, Jenny Rose Finkel, Steven Bethard, David McClosky
The Stanford CoreNLP Natural Language Processing Toolkit. ACL (System Demonstrations) (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Steven Bethard