Nathanael Chambers
41 papers · 2007–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (10) π Interdisciplinary Bridge π Academic Marathon (18) π Conference Polyglot (7) π Renaissance Researcher (6)
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Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(45)
π§
Keyword Pioneer
πΊ
Lone Wolf
(3)
π€
Dynamic Duo
(16)
π§¬
Topic Evolution
π
Keyword Champion
(3)
β‘
Prolific Year
(5)
ποΈ
Keyword Collector
(99)
π₯
Unstoppable
(19)
π
Century Club
(41)
Conferences
ACL (13)
EMNLP (12)
IJCNLP (6)
NAACL (3)
SEMEVAL (3)
CONLL (2)
EACL (2)
Top co-authors
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
Donβt 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
Donβt 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
Stanfordβs 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