← Authors

Eduard Hovy

207 papers · 2000–2026 · 14 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (9) 🐝 Cross-Pollinator (9) πŸƒ Academic Marathon (25) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (14) πŸ—ΊοΈ Taxonomy Completionist (18) 🧭 Keyword Pioneer 🏠 Conference Loyalist (61) 🀝 Dynamic Duo (17) πŸ‘₯ Mega-Team (35) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (14) πŸ† Keyword Champion (7) ❓ The Questioner (8) ⚑ Prolific Year (9) πŸ—ƒοΈ Keyword Collector (435) πŸ’Ž Century Club (205) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (24)

Conferences

ACL (61) EMNLP (55) NAACL (28) COLING (20) IJCNLP (19) AAAI (5) CONLL (5) EACL (5) NIPS (3) ICLR (2) AACL (1) CVPR (1) IJCAI (1) SEMEVAL (1)

Top co-authors

Varun Gangal (17) Xuezhe Ma (15) Dongyeop Kang (13) Zhisong Zhang (12) Jiwei Li (9) Chin-Yew Lin (9) Teruko Mitamura (9) Steven Y. Feng (8) Qizhe Xie (8) Dheeraj Rajagopal (8)

Research topics

Education (1)

Keywords

text classification (12) text generation (11) dependency parsing (8) natural language inference (8) semantic analysis (7) large language model (6) natural language processing (6) neural network (5) semantic role labeling (5) question answering (5) sentiment analysis (5) text summarization (5) graph neural network (4) representation learning (4) knowledge graph (4) language model (4) structured prediction (4) pretrained language model (4) argument mining (3) attention mechanism (3)

Papers

IYKYK: Using language models to decode extremist cryptolects EACL 2026
Control Illusion: The Failure of Instruction Hierarchies in Large Language Models AAAI 2026
Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability NAACL 2025
Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuning ACL 2025
MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering ACL 2025
Decomposed Opinion Summarization with Verified Aspect-Aware Modules ACL 2025
RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information ACL 2025
Transitive Consistency Constrained Learning for Entity-to-Entity Stance Detection ACL 2024
A Sentiment Consolidation Framework for Meta-Review Generation ACL 2024
Investigating radicalisation indicators in online extremist communities NAACL 2024
Template Filling for Controllable Commonsense Reasoning AACL 2023
Data-efficient Active Learning for Structured Prediction with Partial Annotation and Self-Training EMNLP 2023
On the Interactions of Structural Constraints and Data Resources for Structured Prediction ACL 2023
On the Underspecification of Situations in Open-domain Conversational Datasets ACL 2023
Towards Open-Domain Twitter User Profile Inference ACL 2023
What’s the Meaning of Superhuman Performance in Today’s NLU? ACL 2023
A Textual Dataset for Situated Proactive Response Selection ACL 2023
PANCETTA: Phoneme Aware Neural Completion to Elicit Tongue Twisters Automatically EACL 2023
Template Filling for Controllable Commonsense Reasoning IJCNLP 2023
Defining a New NLP Playground EMNLP 2023
Summarizing Multiple Documents with Conversational Structure for Meta-Review Generation EMNLP 2023
CHARD: Clinical Health-Aware Reasoning Across Dimensions for Text Generation Models EACL 2023
A Survey of Active Learning for Natural Language Processing EMNLP 2022
NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge EMNLP 2022
Transfer Learning from Semantic Role Labeling to Event Argument Extraction with Template-based Slot Querying EMNLP 2022
EvEntS ReaLM: Event Reasoning of Entity States via Language Models EMNLP 2022
PINEAPPLE: Personifying INanimate Entities by Acquiring Parallel Personification Data for Learning Enhanced Generation COLING 2022
Retrieve, Caption, Generate: Visual Grounding for Enhancing Commonsense in Text Generation Models AAAI 2022
NAREOR: The Narrative Reordering Problem AAAI 2022
A Survey of Data Augmentation Approaches for NLP IJCNLP 2021
NoiseQA: Challenge Set Evaluation for User-Centric Question Answering EACL 2021
Think about it! Improving defeasible reasoning by first modeling the question scenario. EMNLP 2021
Investigating Robustness of Dialog Models to Popular Figurative Language Constructs EMNLP 2021
Knowledge-Enhanced Evidence Retrieval for Counterargument Generation EMNLP 2021
Comparing Span Extraction Methods for Semantic Role Labeling IJCNLP 2021
Comparative Error Analysis in Neural and Finite-state Models for Unsupervised Character-level Transduction IJCNLP 2021
Could you give me a hint ? Generating inference graphs for defeasible reasoning IJCNLP 2021
Improving Automated Evaluation of Open Domain Dialog via Diverse Reference Augmentation IJCNLP 2021
Probing the Probing Paradigm: Does Probing Accuracy Entail Task Relevance? EACL 2021
Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis IJCNLP 2021
Style is NOT a single variable: Case Studies for Cross-Stylistic Language Understanding IJCNLP 2021
More Identifiable yet Equally Performant Transformers for Text Classification IJCNLP 2021
On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling EMNLP 2021
StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer NAACL 2021
More Identifiable yet Equally Performant Transformers for Text Classification ACL 2021
Style is NOT a single variable: Case Studies for Cross-Stylistic Language Understanding ACL 2021
Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis ACL 2021
A Survey of Data Augmentation Approaches for NLP ACL 2021
Improving Automated Evaluation of Open Domain Dialog via Diverse Reference Augmentation ACL 2021
Could you give me a hint ? Generating inference graphs for defeasible reasoning ACL 2021
Comparative Error Analysis in Neural and Finite-state Models for Unsupervised Character-level Transduction ACL 2021
Comparing Span Extraction Methods for Semantic Role Labeling ACL 2021
Extracting Implicitly Asserted Propositions in Argumentation EMNLP 2020
Detecting Attackable Sentences in Arguments EMNLP 2020
On the Systematicity of Probing Contextualized Word Representations: The Case of Hypernymy in BERT COLING 2020
Definition Frames: Using Definitions for Hybrid Concept Representations COLING 2020
Self-Training With Noisy Student Improves ImageNet Classification CVPR 2020
Learning The Difference That Makes A Difference With Counterfactually-Augmented Data ICLR 2020
GenAug: Data Augmentation for Finetuning Text Generators EMNLP 2020
Exploring Neural Entity Representations for Semantic Information EMNLP 2020
BERTering RAMS: What and How Much does BERT Already Know About Event Arguments? - A Study on the RAMS Dataset EMNLP 2020
Event-Related Bias Removal for Real-time Disaster Events EMNLP 2020
What-if I ask you to explain: Explaining the effects of perturbations in procedural text EMNLP 2020
An Empirical Exploration of Local Ordering Pre-training for Structured Prediction EMNLP 2020
Overview and Insights from the Shared Tasks at Scholarly Document Processing 2020: CL-SciSumm, LaySumm and LongSumm EMNLP 2020
Overview of the First Workshop on Scholarly Document Processing (SDP) EMNLP 2020
Plan ahead: Self-Supervised Text Planning for Paragraph Completion Task EMNLP 2020
Unsupervised Data Augmentation for Consistency Training NIPS 2020
Measuring Forecasting Skill from Text ACL 2020
SCDE: Sentence Cloze Dataset with High Quality Distractors From Examinations ACL 2020
A Two-Step Approach for Implicit Event Argument Detection ACL 2020
A Dataset for Tracking Entities in Open Domain Procedural Text EMNLP 2020
Incorporating a Local Translation Mechanism into Non-autoregressive Translation EMNLP 2020
MAE: Mutual Posterior-Divergence Regularization for Variational AutoEncoders ICLR 2019
(Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple Personas EMNLP 2019
Earlier Isn’t Always Better: Sub-aspect Analysis on Corpus and System Biases in Summarization EMNLP 2019
Fast and Simple Mixture of Softmaxes with BPE and Hybrid-LightRNN for Language Generation AAAI 2019
Let’s Make Your Request More Persuasive: Modeling Persuasive Strategies via Semi-Supervised Neural Nets on Crowdfunding Platforms NAACL 2019
Iterative Search for Weakly Supervised Semantic Parsing NAACL 2019
On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing NAACL 2019
Word Embedding-Based Automatic MT Evaluation Metric using Word Position Information NAACL 2019
Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs IJCNLP 2019
Exploring Numeracy in Word Embeddings ACL 2019
Toward Comprehensive Understanding of a Sentiment Based on Human Motives ACL 2019
An Empirical Investigation of Structured Output Modeling for Graph-based Neural Dependency Parsing ACL 2019
A Cascade Model for Proposition Extraction in Argumentation ACL 2019
Domain Adaptation of SRL Systems for Biological Processes ACL 2019
FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow IJCNLP 2019
Earlier Isn’t Always Better: Sub-aspect Analysis on Corpus and System Biases in Summarization IJCNLP 2019
(Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple Personas IJCNLP 2019
EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference CONLL 2019
Do Sentence Interactions Matter? Leveraging Sentence Level Representations for Fake News Classification EMNLP 2019
Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs EMNLP 2019
FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow EMNLP 2019
MaCow: Masked Convolutional Generative Flow NIPS 2019
Neural Machine Translation with Adequacy-Oriented Learning AAAI 2019
Graph Based Decoding for Event Sequencing and Coreference Resolution COLING 2018
Proceedings of the Workshop Events and Stories in the News 2018 COLING 2018
Proceedings of the Twelfth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-12) NAACL 2018
A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications NAACL 2018
Learning to Generate Move-by-Move Commentary for Chess Games from Large-Scale Social Forum Data ACL 2018
Stack-Pointer Networks for Dependency Parsing ACL 2018
AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples ACL 2018
From Credit Assignment to Entropy Regularization: Two New Algorithms for Neural Sequence Prediction ACL 2018
Automatic Event Salience Identification EMNLP 2018
Large-scale Cloze Test Dataset Created by Teachers EMNLP 2018
Low-resource Cross-lingual Event Type Detection via Distant Supervision with Minimal Effort COLING 2018
Neural Probabilistic Model for Non-projective MST Parsing IJCNLP 2017
STCP: Simplified-Traditional Chinese Conversion and Proofreading IJCNLP 2017
Ontology-Aware Token Embeddings for Prepositional Phrase Attachment ACL 2017
An Interpretable Knowledge Transfer Model for Knowledge Base Completion ACL 2017
Charmanteau: Character Embedding Models For Portmanteau Creation EMNLP 2017
RACE: Large-scale ReAding Comprehension Dataset From Examinations EMNLP 2017
Identifying Semantic Edit Intentions from Revisions in Wikipedia EMNLP 2017
Detecting and Explaining Causes From Text For a Time Series Event EMNLP 2017
Controllable Invariance through Adversarial Feature Learning NIPS 2017
Harnessing Deep Neural Networks with Logic Rules ACL 2016
Visualizing and Understanding Neural Models in NLP NAACL 2016
Hierarchical Attention Networks for Document Classification NAACL 2016
Unsupervised Ranking Model for Entity Coreference Resolution NAACL 2016
Tables as Semi-structured Knowledge for Question Answering ACL 2016
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF ACL 2016
The Creation and Analysis of a Website Privacy Policy Corpus ACL 2016
An Active Learning Approach to Coreference Resolution IJCAI 2015
Efficient Inner-to-outer Greedy Algorithm for Higher-order Labeled Dependency Parsing EMNLP 2015
When Are Tree Structures Necessary for Deep Learning of Representations? EMNLP 2015
Humor Recognition and Humor Anchor Extraction EMNLP 2015
Ontologically Grounded Multi-sense Representation Learning for Semantic Vector Space Models NAACL 2015
Retrofitting Word Vectors to Semantic Lexicons NAACL 2015
Vector space semantics with frequency-driven motifs ACL 2014
Towards a General Rule for Identifying Deceptive Opinion Spam ACL 2014
An Extension of BLANC to System Mentions ACL 2014
Scoring Coreference Partitions of Predicted Mentions: A Reference Implementation ACL 2014
A Model of Coherence Based on Distributed Sentence Representation EMNLP 2014
Recursive Deep Models for Discourse Parsing EMNLP 2014
Modeling Newswire Events using Neural Networks for Anomaly Detection COLING 2014
Unsupervised Word Sense Induction using Distributional Statistics COLING 2014
Inducing Latent Semantic Relations for Structured Distributional Semantics COLING 2014
Sentiment Analysis on the People’s Daily EMNLP 2014
Major Life Event Extraction from Twitter based on Congratulations/Condolences Speech Acts EMNLP 2014
Weakly Supervised User Profile Extraction from Twitter ACL 2014
Learning Whom to Trust with MACE NAACL 2013
A Structured Distributional Semantic Model for Event Co-reference ACL 2013
A Walk-Based Semantically Enriched Tree Kernel Over Distributed Word Representations EMNLP 2013
Automatic Interpretation of the English Possessive ACL 2013
Exploiting Partial Annotations with EM Training NAACL 2012
Structured Event Retrieval over Microblog Archives NAACL 2012
Models and Training for Unsupervised Preposition Sense Disambiguation ACL 2011
An Empirical Evaluation of Data-Driven Paraphrase Generation Techniques ACL 2011
Unsupervised Discovery of Domain-Specific Knowledge from Text ACL 2011
A Fast, Accurate, Non-Projective, Semantically-Enriched Parser EMNLP 2011
Insights from Network Structure for Text Mining ACL 2011
Learning Arguments and Supertypes of Semantic Relations Using Recursive Patterns ACL 2010
Summarizing Textual Information about Locations In a Geo-Spatial Information Display System NAACL 2010
Not All Seeds Are Equal: Measuring the Quality of Text Mining Seeds NAACL 2010
Filling Knowledge Gaps in Text for Machine Reading COLING 2010
What’s in a Preposition? Dimensions of Sense Disambiguation for an Interesting Word Class COLING 2010
A Semi-Supervised Method to Learn and Construct Taxonomies Using the Web EMNLP 2010
Annotation ACL 2010
ISI: Automatic Classification of Relations Between Nominals Using a Maximum Entropy Classifier SEMEVAL 2010
A Taxonomy, Dataset, and Classifier for Automatic Noun Compound Interpretation ACL 2010
Coreference Resolution across Corpora: Languages, Coding Schemes, and Preprocessing Information ACL 2010
Toward Completeness in Concept Extraction and Classification EMNLP 2009
Learning a Stopping Criterion for Active Learning for Word Sense Disambiguation and Text Classification IJCNLP 2008
Multi-Criteria-Based Strategy to Stop Active Learning for Data Annotation COLING 2008
OntoNotes: Corpus Cleanup of Mistaken Agreement Using Word Sense Disambiguation COLING 2008
Towards Automated Semantic Analysis on Biomedical Research Articles IJCNLP 2008
Semantic Class Learning from the Web with Hyponym Pattern Linkage Graphs ACL 2008
LEDIR: An Unsupervised Algorithm for Learning Directionality of Inference Rules CONLL 2007
Extracting Data Records from Unstructured Biomedical Full Text CONLL 2007
Crystal: Analyzing Predictive Opinions on the Web CONLL 2007
Extracting Data Records from Unstructured Biomedical Full Text EMNLP 2007
Active Learning for Word Sense Disambiguation with Methods for Addressing the Class Imbalance Problem EMNLP 2007
Topic Analysis for Psychiatric Document Retrieval ACL 2007
Crystal: Analyzing Predictive Opinions on the Web EMNLP 2007
LEDIR: An Unsupervised Algorithm for Learning Directionality of Inference Rules EMNLP 2007
ISP: Learning Inferential Selectional Preferences NAACL 2007
A Semi-Automatic Evaluation Scheme: Automated Nuggetization for Manual Annotation NAACL 2007
Active Learning for Word Sense Disambiguation with Methods for Addressing the Class Imbalance Problem CONLL 2007
Automatic Identification of Pro and Con Reasons in Online Reviews ACL 2006
Identifying and Analyzing Judgment Opinions NAACL 2006
Learning to Detect Conversation Focus of Threaded Discussions NAACL 2006
Automatic Identification of Pro and Con Reasons in Online Reviews COLING 2006
ParaEval: Using Paraphrases to Evaluate Summaries Automatically NAACL 2006
OntoNotes: The 90% Solution NAACL 2006
Re-evaluating Machine Translation Results with Paraphrase Support EMNLP 2006
Digesting Virtual β€œGeek” Culture: The Summarization of Technical Internet Relay Chats ACL 2005
The Omega Ontology IJCNLP 2005
Automatic Detection of Opinion Bearing Words and Sentences IJCNLP 2005
Handling Biographical Questions with Implicature EMNLP 2005
Classummary: Introducing Discussion Summarization to Online Classrooms EMNLP 2005
Randomized Algorithms and NLP: Using Locality Sensitive Hash Functions for High Speed Noun Clustering ACL 2005
Multi-Document Biography Summarization EMNLP 2004
Determining the Sentiment of Opinions COLING 2004
Towards Terascale Semantic Acquisition COLING 2004
FrameNet-based Semantic Parsing using Maximum Entropy Models COLING 2004
A Web-Trained Extraction Summarization System NAACL 2003
Automatic Evaluation of Summaries Using N-gram Co-occurrence Statistics NAACL 2003
Maximum Entropy Models for FrameNet Classification EMNLP 2003
Offline Strategies for Online Question Answering: Answering Questions Before They Are Asked ACL 2003
iNeATS: Interactive Multi-Document Summarization ACL 2003
A Maximum Entropy Approach to FrameNet Tagging NAACL 2003
Using Knowledge to Facilitate Factoid Answer Pinpointing COLING 2002
Fine Grained Classification of Named Entities COLING 2002
From Single to Multi-document Summarization ACL 2002
Learning surface text patterns for a Question Answering System ACL 2002
The Automated Acquisition of Topic Signatures for Text Summarization COLING 2000