Eduard Hovy

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