Nathanael Chambers

71 papers A* 15A 3B 2Misc 1Journal 19Unranked 28
YearRankTypeTitle / Venue / Authors
2025 — conf
Causal Graph based Event Reasoning using Semantic Relation Experts.
ACL (1)
Mahnaz Koupaee, Xueying Bai, Mudan Chen, Greg Durrett, Nathanael Chambers, Niranjan Balasubramanian
2025 J jnl
Causal Graph based Event Reasoning using Semantic Relation Experts.
CoRR
Mahnaz Koupaee, Xueying Bai, Mudan Chen, Greg Durrett, Nathanael Chambers, Niranjan Balasubramanian
2024 J jnl
CaT-BENCH: Benchmarking Language Model Understanding of Causal and Temporal Dependencies in Plans.
CoRR
Yash Kumar Lal, Vanya Cohen, Nathanael Chambers, Niranjan Balasubramanian, Raymond Mooney
2024 A* conf
CaT-Bench: Benchmarking Language Model Understanding of Causal and Temporal Dependencies in Plans.
EMNLP
Yash Kumar Lal, Vanya Cohen, Nathanael Chambers, Niranjan Balasubramanian, Raymond J. Mooney
2023 J jnl
<tt>PASTA</tt>: A Dataset for Modeling PArticipant STAtes in Narratives.
Trans. Assoc. Comput. Linguistics
Sayontan Ghosh, Mahnaz Koupaee, Isabella Chen, Francis Ferraro, Nathanael Chambers, Niranjan Balasubramanian
2023 A conf
Modeling Complex Event Scenarios via Simple Entity-focused Questions.
EACL
Mahnaz Koupaee, Greg Durrett, Nathanael Chambers, Niranjan Balasubramanian
2023 J jnl
Modeling Complex Event Scenarios via Simple Entity-focused Questions.
CoRR
Mahnaz Koupaee, Greg Durrett, Nathanael Chambers, Niranjan Balasubramanian
2023 — conf
SAGEViz: SchemA GEneration and Visualization.
EMNLP (Demos)
Sugam Devare, Mahnaz Koupaee, Gautham Gunapati, Sayontan Ghosh, Sai Vallurupalli, Yash Kumar Lal, Francis Ferraro, Nathanael Chambers, Greg Durrett, Raymond J. Mooney, Katrin Erk, Niranjan Balasubramanian
2022 J jnl
PASTA: A Dataset for Modeling Participant States in Narratives.
CoRR
Sayontan Ghosh, Mahnaz Koupaee, Isabella Chen, Francis Ferraro, Nathanael Chambers, Niranjan Balasubramanian
2022 A* conf
Using Commonsense Knowledge to Answer Why-Questions.
EMNLP
Yash Kumar Lal, Niket Tandon, Tanvi Aggarwal, Horace Liu, Nathanael Chambers, Raymond J. Mooney, Niranjan Balasubramanian
2021 — conf
Conditional Generation of Temporally-ordered Event Sequences.
ACL/IJCNLP (1)
Shih-Ting Lin, Nathanael Chambers, Greg Durrett
2021 — conf
Don't Let Discourse Confine Your Model: Sequence Perturbations for Improved Event Language Models.
ACL/IJCNLP (2)
Mahnaz Koupaee, Greg Durrett, Nathanael Chambers, Niranjan Balasubramanian
2021 — conf
TellMeWhy: A Dataset for Answering Why-Questions in Narratives.
ACL/IJCNLP (Findings)
Yash Kumar Lal, Nathanael Chambers, Raymond J. Mooney, Niranjan Balasubramanian
2021 J jnl
TellMeWhy: A Dataset for Answering Why-Questions in Narratives.
CoRR
Yash Kumar Lal, Nathanael Chambers, Raymond J. Mooney, Niranjan Balasubramanian
2021 — conf
Toward Diverse Precondition Generation.
*SEM
Heeyoung Kwon, Nathanael Chambers, Niranjan Balasubramanian
2021 J jnl
Toward Diverse Precondition Generation.
CoRR
Heeyoung Kwon, Nathanael Chambers, Niranjan Balasubramanian
2020 J jnl
Conditional Generation of Temporally-ordered Event Sequences.
CoRR
Shih-Ting Lin, Nathanael Chambers, Greg Durrett
2020 — conf
Connecting the Dots: Event Graph Schema Induction with Path Language Modeling.
EMNLP (1)
Manling Li, Qi Zeng, Ying Lin, Kyunghyun Cho, Heng Ji, Jonathan May, Nathanael Chambers, Clare R. Voss
2020 B conf
Generating Narrative Text in a Switching Dynamical System.
CoNLL
Noah Weber, Leena Shekhar, Heeyoung Kwon, Niranjan Balasubramanian, Nathanael Chambers
2020 J jnl
Generating Narrative Text in a Switching Dynamical System.
CoRR
Noah Weber, Leena Shekhar, Heeyoung Kwon, Niranjan Balasubramanian, Nathanael Chambers
2020 A* conf
Modeling Label Semantics for Predicting Emotional Reactions.
ACL
Radhika Gaonkar, Heeyoung Kwon, Mohaddeseh Bastan, Niranjan Balasubramanian, Nathanael Chambers
2020 J jnl
Modeling Label Semantics for Predicting Emotional Reactions.
CoRR
Radhika Gaonkar, Heeyoung Kwon, Mohaddeseh Bastan, Niranjan Balasubramanian, Nathanael Chambers
2020 — conf
Modeling Preconditions in Text with a Crowd-sourced Dataset.
EMNLP (Findings)
Heeyoung Kwon, Mahnaz Koupaee, Pratyush Singh, Gargi Sawhney, Anmol Shukla, Keerthi Kumar Kallur, Nathanael Chambers, Niranjan Balasubramanian
2020 J jnl
Modeling Preconditions in Text with a Crowd-sourced Dataset.
CoRR
Heeyoung Kwon, Mahnaz Koupaee, Pratyush Singh, Gargi Sawhney, Anmol Shukla, Keerthi Kumar Kallur, Nathanael Chambers, Niranjan Balasubramanian
2019 — conf
Character-Based Models for Adversarial Phone Extraction: Preventing Human Sex Trafficking.
W-NUT@EMNLP
Nathanael Chambers, Timothy Forman, Catherine Griswold, Kevin Lu, Yogaish Khastgir, Stephen Steckler
2018 — conf
Detecting Denial-of-Service Attacks from Social Media Text: Applying NLP to Computer Security.
NAACL-HLT
Nathanael Chambers, Ben Fry, James McMasters
2018 A* conf
Event Representations With Tensor-Based Compositions.
AAAI
Noah Weber, Niranjan Balasubramanian, Nathanael Chambers
2018 J jnl
Hierarchical Quantized Representations for Script Generation.
CoRR
Noah Weber, Leena Shekhar, Niranjan Balasubramanian, Nathanael Chambers
2018 J jnl
Learning Typed Entailment Graphs with Global Soft Constraints.
Trans. Assoc. Comput. Linguistics
Mohammad Javad Hosseini, Nathanael Chambers, Siva Reddy, Xavier R. Holt, Shay B. Cohen, Mark Johnson, Mark Steedman
2017 — conf
Aligning Entity Names with Online Aliases on Twitter.
SocialNLP@EACL
Kevin McKelvey, Peter Goutzounis, Stephen da Cruz, Nathanael Chambers
2017 — conf
Behind the Scenes of an Evolving Event Cloze Test.
LSDSem@EACL
Nathanael Chambers
2017 — conf
Event Ordering with a Generalized Model for Sieve Prediction Ranking.
IJCNLP(1)
Bill McDowell, Nathanael Chambers, Alexander G. Ororbia II, David Reitter
2017 J jnl
Event Representations with Tensor-based Compositions.
CoRR
Noah Weber, Niranjan Balasubramanian, Nathanael Chambers
2017 — conf
LSDSem 2017 Shared Task: The Story Cloze Test.
LSDSem@EACL
Nasrin Mostafazadeh, Michael Roth, Annie Louis, Nathanael Chambers, James F. Allen
2017 — ed.
Proceedings of the 2nd Workshop on Linking Models of Lexical, Sentential and Discourse-level Semantics, LSDSem@EACL 2017, Valencia, Spain, April 3, 2017
LSDSem@EACL
Michael Roth, Nasrin Mostafazadeh, Nathanael Chambers, Annie Louis
2016 — conf
A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories.
HLT-NAACL
Nasrin Mostafazadeh, Nathanael Chambers, Xiaodong He, Devi Parikh, Dhruv Batra, Lucy Vanderwende, Pushmeet Kohli, James F. Allen
2016 J jnl
A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories.
CoRR
Nasrin Mostafazadeh, Nathanael Chambers, Xiaodong He, Devi Parikh, Dhruv Batra, Lucy Vanderwende, Pushmeet Kohli, James F. Allen
2016 — conf
CaTeRS: Causal and Temporal Relation Scheme for Semantic Annotation of Event Structures.
EVENTS@HLT-NAACL
Nasrin Mostafazadeh, Alyson Grealish, Nathanael Chambers, James F. Allen, Lucy Vanderwende
2015 A* conf
Identifying Political Sentiment between Nation States with Social Media.
EMNLP
Nathanael Chambers, Victor Bowen, Ethan Genco, Xisen Tian, Eric Young, Ganesh Harihara, Eugene Yang
2015 — conf
SemEval-2015 Task 5: QA TempEval - Evaluating Temporal Information Understanding with Question Answering.
SemEval@NAACL-HLT
Hector Llorens, Nathanael Chambers, Naushad UzZaman, Nasrin Mostafazadeh, James F. Allen, James Pustejovsky
2014 — conf
An Annotation Framework for Dense Event Ordering.
ACL (2)
Taylor Cassidy, Bill McDowell, Nathanael Chambers, Steven Bethard
2014 J jnl
Dense Event Ordering with a Multi-Pass Architecture.
Trans. Assoc. Comput. Linguistics
Nathanael Chambers, Taylor Cassidy, Bill McDowell, Steven Bethard
2013 J jnl
Deterministic Coreference Resolution Based on Entity-Centric, Precision-Ranked Rules.
Comput. Linguistics
Heeyoung Lee, Angel X. Chang, Yves Peirsman, Nathanael Chambers, Mihai Surdeanu, Dan Jurafsky
2013 A* conf
Event Schema Induction with a Probabilistic Entity-Driven Model.
EMNLP
Nathanael Chambers
2012 — conf
Labeling Documents with Timestamps: Learning from their Time Expressions.
ACL (1)
Nathanael Chambers
2012 A conf
Learning for Microblogs with Distant Supervision: Political Forecasting with Twitter.
EACL
Micol Marchetti-Bowick, Nathanael Chambers
2012 A* conf
Learning the Central Events and Participants in Unlabeled Text.
ICML
Nathanael Chambers, Dan Jurafsky
2011 — —
Inducing event schemas and their participants from unlabeled text.
Nathanael Chambers
2011 — conf
Stanford's Multi-Pass Sieve Coreference Resolution System at the CoNLL-2011 Shared Task.
CoNLL Shared Task
Heeyoung Lee, Yves Peirsman, Angel X. Chang, Nathanael Chambers, Mihai Surdeanu, Dan Jurafsky
2011 A* conf
Template-Based Information Extraction without the Templates.
ACL
Nathanael Chambers, Dan Jurafsky
2011 — conf
Using Query Patterns to Learn the Duration of Events.
IWCS
Andrey Gusev, Nathanael Chambers, Divye Raj Khilnani, Pranav Khaitan, Steven Bethard, Dan Jurafsky
2010 B conf
A Database of Narrative Schemas.
LREC
Nathanael Chambers, Daniel Jurafsky
2010 A* conf
Improving the Use of Pseudo-Words for Evaluating Selectional Preferences.
ACL
Nathanael Chambers, Daniel Jurafsky
2009 — conf
Unsupervised Learning of Narrative Schemas and their Participants.
ACL/IJCNLP
Nathanael Chambers, Dan Jurafsky
2008 A* conf
Jointly Combining Implicit Constraints Improves Temporal Ordering.
EMNLP
Nathanael Chambers, Daniel Jurafsky
2008 A* conf
Unsupervised Learning of Narrative Event Chains.
ACL
Nathanael Chambers, Daniel Jurafsky
2008 J jnl
Utilizing Natural Language for One-Shot Task Learning.
J. Log. Comput.
Hyuckchul Jung, James F. Allen, Lucian Galescu, Nathanael Chambers, Mary D. Swift, William Taysom
2007 A* conf
Classifying Temporal Relations Between Events.
ACL
Nathanael Chambers, Shan Wang, Daniel Jurafsky
2007 — conf
Demonstration of PLOW: A Dialogue System for One-Shot Task Learning.
HLT-NAACL (Demonstrations)
James F. Allen, Nathanael Chambers, George Ferguson, Lucian Galescu, Hyuckchul Jung, Mary D. Swift, William Taysom
2007 — conf
Learning Alignments and Leveraging Natural Logic.
ACL-PASCAL@ACL
Nathanael Chambers, Daniel M. Cer, Trond Grenager, David Hall, Chloé Kiddon, Bill MacCartney, Marie-Catherine de Marneffe, Daniel Ramage, Eric Yeh, Christopher D. Manning
2007 A* conf
PLOW: A Collaborative Task Learning Agent.
AAAI
James F. Allen, Nathanael Chambers, George Ferguson, Lucian Galescu, Hyuckchul Jung, Mary D. Swift, William Taysom
2006 — ch.
Approaches for Automatically Tagging Affect: Steps Toward an Effective and Efficient Tool.
Computing Attitude and Affect in Text
Nathanael Chambers, Joel R. Tetreault, James F. Allen
2006 J jnl
Chester: Towards a personal medication advisor.
J. Biomed. Informatics
James F. Allen, George Ferguson, Nate Blaylock, Donna K. Byron, Nathanael Chambers, Myroslava O. Dzikovska, Lucian Galescu, Mary D. Swift
2006 Misc conf
One-Shot Procedure Learning from Instruction and Observation.
FLAIRS
Hyuckchul Jung, James F. Allen, Nathanael Chambers, Lucian Galescu, Mary D. Swift, William Taysom
2006 A* conf
Using Semantics to Identify Web Objects.
AAAI
Nathanael Chambers, James F. Allen, Lucian Galescu, Hyuckchul Jung, William Taysom
2005 A conf
Kaa: policy-based explorations of a richer model for adjustable autonomy.
AAMAS
Jeffrey M. Bradshaw, Hyuckchul Jung, Shriniwas Kulkarni, Matthew Johnson, Paul J. Feltovich, James F. Allen, Larry Bunch, Nathanael Chambers, Lucian Galescu, Renia Jeffers, Niranjan Suri, William Taysom, Andrzej Uszok
2005 — conf
Real-Time Stochastic Language Generation for Dialogue Systems.
ENLG
Nathanael Chambers
2005 A* conf
Two Diverse Systems Built using Generic Components for Spoken Dialogue (Recent Progress on TRIPS).
ACL
James F. Allen, George Ferguson, Amanda Stent, Scott C. Stoness, Mary D. Swift, Lucian Galescu, Nathanael Chambers, Ellen Campana, Gregory Aist
2004 — conf
Policy-based coordination in joint human-agent activity.
SMC (2)
Jeffrey M. Bradshaw, Paul J. Feltovich, Hyuckchul Jung, Shriniwas Kulkarni, James F. Allen, Larry Bunch, Nathanael Chambers, Lucian Galescu, Renia Jeffers, Matthew Johnson, Maarten Sierhuis, William Taysom, Andrzej Uszok, Ron van Hoof
2004 — conf
Stochastic Language Generation in a Dialogue System: Toward a Domain Independent Generator.
SIGDIAL Workshop
Nathanael Chambers, James F. Allen
2004 — conf
Toward Trustworthy Adjustable Autonomy in KAoS.
Trusting Agents for Trusting Electronic Societies
Jeffrey M. Bradshaw, Hyuckchul Jung, Shriniwas Kulkarni, Matthew Johnson, Paul J. Feltovich, James F. Allen, Larry Bunch, Nathanael Chambers, Lucian Galescu, Renia Jeffers, Niranjan Suri, William Taysom, Andrzej Uszok