← Authors

Nathanael Chambers

41 papers · 2007–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (18) 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (45) 🧭 Keyword Pioneer 🐺 Lone Wolf (3) 🀝 Dynamic Duo (16) 🧬 Topic Evolution πŸ† Keyword Champion (3) ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (99) πŸ”₯ Unstoppable (19) πŸ’Ž Century Club (41)

Conferences

ACL (13) EMNLP (12) IJCNLP (6) NAACL (3) SEMEVAL (3) CONLL (2) EACL (2)

Top co-authors

Niranjan Balasubramanian (16) Greg Durrett (7) Dan Jurafsky (7) Heeyoung Kwon (6) Mahnaz Koupaee (6) Yash Kumar Lal (5) Raymond Mooney (4) Noah Weber (3) James Allen (3) Leena Shekhar (3)

Keywords

language model (5) text generation (4) event ordering (3) temporal reasoning (3) commonsense reasoning (3) event language model (3) large language model (2) event prediction (2) narrative modeling (2) autoregressive model (2) causal reasoning (2) information extraction (2) semantic relation (2) schema induction (2) diverse generation (2) gibbs sampling (2) latent variable model (2) semi-supervised learning (2) conditional generation (2) switching linear dynamical system (2)

Papers

Causal Graph based Event Reasoning using Semantic Relation Experts ACL 2025
CaT-Bench: Benchmarking Language Model Understanding of Causal and Temporal Dependencies in Plans EMNLP 2024
SAGEViz: SchemA GEneration and Visualization EMNLP 2023
Modeling Complex Event Scenarios via Simple Entity-focused Questions EACL 2023
Using Commonsense Knowledge to Answer Why-Questions EMNLP 2022
Don’t Let Discourse Confine Your Model: Sequence Perturbations for Improved Event Language Models IJCNLP 2021
Conditional Generation of Temporally-ordered Event Sequences IJCNLP 2021
Conditional Generation of Temporally-ordered Event Sequences ACL 2021
Don’t Let Discourse Confine Your Model: Sequence Perturbations for Improved Event Language Models ACL 2021
TellMeWhy: A Dataset for Answering Why-Questions in Narratives ACL 2021
Toward Diverse Precondition Generation ACL 2021
TellMeWhy: A Dataset for Answering Why-Questions in Narratives IJCNLP 2021
Toward Diverse Precondition Generation IJCNLP 2021
Connecting the Dots: Event Graph Schema Induction with Path Language Modeling EMNLP 2020
Modeling Preconditions in Text with a Crowd-sourced Dataset EMNLP 2020
Modeling Label Semantics for Predicting Emotional Reactions ACL 2020
Generating Narrative Text in a Switching Dynamical System CONLL 2020
Generating Narrative Text in a Switching Dynamical System EMNLP 2020
Character-Based Models for Adversarial Phone Extraction: Preventing Human Sex Trafficking EMNLP 2019
Detecting Denial-of-Service Attacks from Social Media Text: Applying NLP to Computer Security NAACL 2018
Hierarchical Quantized Representations for Script Generation EMNLP 2018
Event Ordering with a Generalized Model for Sieve Prediction Ranking IJCNLP 2017
A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories NAACL 2016
SemEval-2015 Task 5: QA TempEval - Evaluating Temporal Information Understanding with Question Answering SEMEVAL 2015
Identifying Political Sentiment between Nation States with Social Media EMNLP 2015
An Annotation Framework for Dense Event Ordering ACL 2014
NavyTime: Event and Time Ordering from Raw Text SEMEVAL 2013
Event Schema Induction with a Probabilistic Entity-Driven Model EMNLP 2013
USNA: A Dual-Classifier Approach to Contextual Sentiment Analysis SEMEVAL 2013
Labeling Documents with Timestamps: Learning from their Time Expressions ACL 2012
Learning for Microblogs with Distant Supervision: Political Forecasting with Twitter EACL 2012
Template-Based Information Extraction without the Templates ACL 2011
Stanford’s Multi-Pass Sieve Coreference Resolution System at the CoNLL-2011 Shared Task CONLL 2011
Improving the Use of Pseudo-Words for Evaluating Selectional Preferences ACL 2010
A Multi-Pass Sieve for Coreference Resolution EMNLP 2010
Unsupervised Learning of Narrative Schemas and their Participants IJCNLP 2009
Unsupervised Learning of Narrative Schemas and their Participants ACL 2009
Unsupervised Learning of Narrative Event Chains ACL 2008
Jointly Combining Implicit Constraints Improves Temporal Ordering EMNLP 2008
Demonstration of PLOW: A Dialogue System for One-Shot Task Learning NAACL 2007
Classifying Temporal Relations Between Events ACL 2007