NLPExplorer

Mihai Surdeanu

Number of Papers:- 110

Number of Citations:- 1776

First ACL Paper:- 2001

Latest ACL Paper:- 2024

Venues:-

NAACL

BioNLP

CoNLL

TrustNLP

COLING

HCINLP

EMNLP

TextGraphs

Findings

HLT

LREC

PANDL

NLP+CSS

insights

TACL

NLLP

SUKI

ACL

EACL

*SEMEVAL

CONDA

IJCNLP

Co-Authors:-

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Retrieval Augmented Generation of Subjective Explanations for Socioeconomic Scenarios NLP+CSS WS

Best of Both Worlds: A Pliable and Generalizable Neuro-Symbolic Approach for Relation Classification F i n d i n g s - N A A C L

Data Contamination Report from the 2024 CONDA Shared Task CONDA WS

When and Where Did it Happen? An Encoder-Decoder Model to Identify Scenario Context F i n d i n g s - E M N L P

Change Is the Only Constant: Dynamic LLM Slicing based on Layer Redundancy F i n d i n g s - E M N L P

It Takes Two Flints to Make a Fire: Multitask Learning of Neural Relation and Explanation Classifiers CL

Zheng Tang | Mihai Surdeanu |

Bootstrapping Neural Relation and Explanation Classifiers ACL

Zheng Tang | Mihai Surdeanu |

It’s not Sexually Suggestive; It’s Educative | Separating Sex Education from Suggestive Content on TikTok videos F i n d i n g s - A C L

Enfa George | Mihai Surdeanu |

Information Extraction from Legal Wills: How Well Does GPT-4 Do? F i n d i n g s - E M N L P

Hiding in Plain Sight: Tweets with Hate Speech Masked by Homoglyphs F i n d i n g s - E M N L P

Portia Cooper | Mihai Surdeanu | Eduardo Blanco |

Proceedings of the 2nd Workshop on Pattern-based Approaches to NLP in the Age of Deep Learning PANDL WS

Transferring Legal Natural Language Inference Model from a US State to Another: What Makes It So Hard? NLLP WS

Alice Kwak | Gaetano Forte | Derek Bambauer | Mihai Surdeanu |

NEUROSTRUCTURAL DECODING: Neural Text Generation with Structural Constraints ACL

Mohaddeseh Bastan | Mihai Surdeanu | Niranjan Balasubramanian |

Low Resource Causal Event Detection from Biomedical Literature ACL BioNLP

Zhengzhong Liang | Enrique Noriega-Atala | Clayton Morrison | Mihai Surdeanu |

Combining Extraction and Generation for Constructing Belief-Consequence Causal Links ACL insights

Maria Alexeeva | Allegra A. Beal Cohen | Mihai Surdeanu |

A Human-machine Interface for Few-shot Rule Synthesis for Information Extraction NAACL

Learning Open Domain Multi-hop Search Using Reinforcement Learning NAACL SUKI

Enrique Noriega-Atala | Mihai Surdeanu | Clayton Morrison |

Taxonomy Builder: a Data-driven and User-centric Tool for Streamlining Taxonomy Construction HCINLP NAACL

Automatic Correction of Syntactic Dependency Annotation Differences LREC

Andrew Zupon | Andrew Carnie | Michael Hammond | Mihai Surdeanu |

A STEP towards Interpretable Multi-Hop Reasoning:Bridge Phrase Identification and Query Expansion LREC

Fan Luo | Mihai Surdeanu |

From Examples to Rules: Neural Guided Rule Synthesis for Information Extraction LREC

Proceedings of the First Workshop on Pattern-based Approaches to NLP in the Age of Deep Learning COLING PANDL WS

Informal Persian Universal Dependency Treebank LREC

Roya Kabiri | Simin Karimi | Mihai Surdeanu |

SuMe: A Dataset Towards Summarizing Biomedical Mechanisms LREC

Mohaddeseh Bastan | Nishant Shankar | Mihai Surdeanu | Niranjan Balasubramanian |

PatternRank: Jointly Ranking Patterns and Extractions for Relation Extraction Using Graph-Based Algorithms COLING PANDL WS

Robert Vacareanu | Dane Bell | Mihai Surdeanu |

Do Transformer Networks Improve the Discovery of Rules from Text? LREC

Mahdi Rahimi | Mihai Surdeanu |

BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples F i n d i n g s - E M N L P

Mohaddeseh Bastan | Mihai Surdeanu | Niranjan Balasubramanian |

Validity Assessment of Legal Will Statements as Natural Language Inference F i n d i n g s - E M N L P

Explainable Multi-hop Verbal Reasoning Through Internal Monologue NAACL

Zhengzhong Liang | Steven Bethard | Mihai Surdeanu |

Data and Model Distillation as a Solution for Domain-transferable Fact Verification NAACL

Mitch Paul Mithun | Sandeep Suntwal | Mihai Surdeanu |

If You Want to Go Far Go Together: Unsupervised Joint Candidate Evidence Retrieval for Multi-hop Question Answering NAACL

Vikas Yadav | Steven Bethard | Mihai Surdeanu |

Interpretability Rules: Jointly Bootstrapping a Neural Relation Extractorwith an Explanation Decoder NAACL TrustNLP

Zheng Tang | Mihai Surdeanu |

How May I Help You? Using Neural Text Simplification to Improve Downstream NLP Tasks EMNLP Findings

Hoang Van | Zheng Tang | Mihai Surdeanu |

Students Who Study Together Learn Better: On the Importance of Collective Knowledge Distillation for Domain Transfer in Fact Verification EMNLP

Mitch Paul Mithun | Sandeep Suntwal | Mihai Surdeanu |

Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering ACL

Vikas Yadav | Steven Bethard | Mihai Surdeanu |

Exploring Interpretability in Event Extraction: Multitask Learning of a Neural Event Classifier and an Explanation Decoder ACL

Zheng Tang | Gus Hahn-Powell | Mihai Surdeanu |

An Unsupervised Method for Learning Representations of Multi-word Expressions for Semantic Classification COLING

Robert Vacareanu | Marco A. Valenzuela-Escárcega | Rebecca Sharp | Mihai Surdeanu |

Do Transformers Dream of Inference, or Can Pretrained Generative Models Learn Implicit Inferential Rules? EMNLP insights

Zhengzhong Liang | Mihai Surdeanu |

An Analysis of Capsule Networks for Part of Speech Tagging in High- and Low-resource Scenarios EMNLP insights

Andrew Zupon | Faiz Rafique | Mihai Surdeanu |

Parsing as Tagging LREC

Robert Vacareanu | George Caique Gouveia Barbosa | Marco A. Valenzuela-Escárcega | Mihai Surdeanu |

Towards the Necessity for Debiasing Natural Language Inference Datasets LREC

Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering EMNLP

Vikas Yadav | Steven Bethard | Mihai Surdeanu |

On the Importance of Delexicalization for Fact Verification EMNLP

Sandeep Suntwal | Mithun Paul | Rebecca Sharp | Mihai Surdeanu |

Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-13) EMNLP WS

What does the language of foods say about us? EMNLP WS

Alignment over Heterogeneous Embeddings for Question Answering NAACL

Vikas Yadav | Steven Bethard | Mihai Surdeanu |

Enabling Search and Collaborative Assembly of Causal Interactions Extracted from Multilingual and Multi-domain Free Text NAACL

Eidos, INDRA, & Delphi: From Free Text to Executable Causal Models NAACL

Exploration of Noise Strategies in Semi-supervised Named Entity Classification *SEMEVAL

Pooja Lakshmi Narayan | Ajay Nagesh | Mihai Surdeanu |

University of Arizona at SemEval-2019 Task 12: Deep-Affix Named Entity Recognition of Geolocation Entities *SEMEVAL

Lightly-supervised Representation Learning with Global Interpretability NAACL WS

Semi-Supervised Teacher-Student Architecture for Relation Extraction NAACL WS

Fan Luo | Ajay Nagesh | Rebecca Sharp | Mihai Surdeanu |

Understanding the Polarity of Events in the Biomedical Literature: Deep Learning vs. Linguistically-informed Methods NAACL WS

An Exploration of Three Lightly-supervised Representation Learning Approaches for Named Entity Classification COLING

Ajay Nagesh | Mihai Surdeanu |

Visual Supervision in Bootstrapped Information Extraction EMNLP

Bootstrapping Polar-Opposite Emotion Dimensions from Online Reviews LREC

Luwen Huangfu | Mihai Surdeanu |

Text Annotation Graphs: Annotating Complex Natural Language Phenomena LREC

Grounding Gradable Adjectives through Crowdsourcing LREC

Keep Your Bearings: Lightly-Supervised Information Extraction with Ladder Networks That Avoids Semantic Drift NAACL

Ajay Nagesh | Mihai Surdeanu |

Scientific Discovery as Link Prediction in Influence and Citation Graphs NAACL TextGraphs WS

Fan Luo | Marco A. Valenzuela-Escárcega | Gus Hahn-Powell | Mihai Surdeanu |

A mostly unlexicalized model for recognizing textual entailment EMNLP WS

Mithun Paul | Rebecca Sharp | Mihai Surdeanu |

Detecting Diabetes Risk from Social Media Activity EMNLP WS

Learning what to read: Focused machine reading EMNLP

Enrique Noriega-Atala | Marco A. Valenzuela-Escárcega | Clayton Morrison | Mihai Surdeanu |

Framing QA as Building and Ranking Intersentence Answer Justifications CL

Peter Jansen | Rebecca Sharp | Mihai Surdeanu | Peter Clark |

Tell Me Why: Using Question Answering as Distant Supervision for Answer Justification CoNLL

Swanson linking revisited: Accelerating literature-based discovery across domains using a conceptual influence graph ACL

Gus Hahn-Powell | Marco A. Valenzuela-Escárcega | Mihai Surdeanu |

What’s in an Explanation? Characterizing Knowledge and Inference Requirements for Elementary Science Exams COLING

Peter Jansen | Niranjan Balasubramanian | Mihai Surdeanu | Peter Clark |

Creating Causal Embeddings for Question Answering with Minimal Supervision EMNLP

Sieve-based Coreference Resolution in the Biomedical Domain LREC

Dane Bell | Gus Hahn-Powell | Marco A. Valenzuela-Escárcega | Mihai Surdeanu |

Odin’s Runes: A Rule Language for Information Extraction LREC

Marco A. Valenzuela-Escárcega | Gus Hahn-Powell | Mihai Surdeanu |

Towards Using Social Media to Identify Individuals at Risk for Preventable Chronic Illness LREC

SnapToGrid: From Statistical to Interpretable Models for Biomedical Information Extraction BioNLP WS

Marco A. Valenzuela-Escárcega | Gus Hahn-Powell | Dane Bell | Mihai Surdeanu |

This before That: Causal Precedence in the Biomedical Domain BioNLP WS

Gus Hahn-Powell | Dane Bell | Marco A. Valenzuela-Escárcega | Mihai Surdeanu |

Spinning Straw into Gold: Using Free Text to Train Monolingual Alignment Models for Non-factoid Question Answering NAACL

Rebecca Sharp | Peter Jansen | Mihai Surdeanu | Peter Clark |

Diamonds in the Rough: Event Extraction from Imperfect Microblog Data NAACL

Ander Intxaurrondo | Eneko Agirre | Oier Lopez de Lacalle | Mihai Surdeanu |

Two Practical Rhetorical Structure Theory Parsers NAACL

Mihai Surdeanu | Tom Hicks | Marco Antonio Valenzuela-Escárcega |

A Domain-independent Rule-based Framework for Event Extraction ACL IJCNLP

Marco A. Valenzuela-Escárcega | Gus Hahn-Powell | Mihai Surdeanu | Thomas Hicks |

Higher-order Lexical Semantic Models for Non-factoid Answer Reranking TACL

On the Importance of Text Analysis for Stock Price Prediction LREC

Heeyoung Lee | Mihai Surdeanu | Bill MacCartney | Dan Jurafsky |

Event Extraction Using Distant Supervision LREC

Discourse Complements Lexical Semantics for Non-factoid Answer Reranking ACL

Peter Jansen | Mihai Surdeanu | Peter Clark |

The Stanford CoreNLP Natural Language Processing Toolkit ACL

Extracting Latent Attributes from Video Scenes Using Text as Background Knowledge *SEMEVAL

Anh Tran | Mihai Surdeanu | Paul Cohen |

Selectional Preferences for Semantic Role Classification CL

Beñat Zapirain | Eneko Agirre | Lluís Màrquez | Mihai Surdeanu |

Deterministic Coreference Resolution Based on Entity-Centric, Precision-Ranked Rules CL

Multi-instance Multi-label Learning for Relation Extraction CoNLL EMNLP

Mihai Surdeanu | Julie Tibshirani | Ramesh Nallapati | Christopher D. Manning |

Joint Entity and Event Coreference Resolution across Documents CoNLL EMNLP

Learning to Rank Answers to Non-Factoid Questions from Web Collections CL

Mihai Surdeanu | Massimiliano Ciaramita | Hugo Zaragoza |

Event Extraction as Dependency Parsing ACL

David McClosky | Mihai Surdeanu | Christopher Manning |

Customizing an Information Extraction System to a New Domain WS

Event Extraction as Dependency Parsing for BioNLP 2011 BioNLP WS

David McClosky | Mihai Surdeanu | Christopher Manning |

Model Combination for Event Extraction in BioNLP 2011 BioNLP WS

Stanford’s Multi-Pass Sieve Coreference Resolution System at the CoNLL-2011 Shared Task CoNLL WS

A Multi-Pass Sieve for Coreference Resolution EMNLP

Improving Semantic Role Classification with Selectional Preferences NAACL

Beñat Zapirain | Eneko Agirre | Lluís Màrquez | Mihai Surdeanu |

Ensemble Models for Dependency Parsing: Cheap and Good? NAACL

Mihai Surdeanu | Christopher D. Manning |

Company-Oriented Extractive Summarization of Financial News EACL

Katja Filippova | Mihai Surdeanu | Massimiliano Ciaramita | Hugo Zaragoza |

The CoNLL-2009 Shared Task: Syntactic and Semantic Dependencies in Multiple Languages CoNLL WS

An Analysis of Bootstrapping for the Recognition of Temporal Expressions WS

Jordi Poveda | Mihai Surdeanu | Jordi Turmo |

Learning to Rank Answers on Large Online QA Collections ACL

Mihai Surdeanu | Massimiliano Ciaramita | Hugo Zaragoza |

The CoNLL 2008 Shared Task on Joint Parsing of Syntactic and Semantic Dependencies CoNLL WS

DeSRL: A Linear-Time Semantic Role Labeling System CoNLL WS

Massimiliano Ciaramita | Giuseppe Attardi | Felice Dell’Orletta | Mihai Surdeanu |

UPC: Experiments with Joint Learning within SemEval Task 9 *SEMEVAL

Lluís Màrquez | Lluís Padró | Mihai Surdeanu | Luis Villarejo |

A Hybrid Approach for the Acquisition of Information Extraction Patterns WS

Mihai Surdeanu | Jordi Turmo | Alicia Ageno |

Projective Dependency Parsing with Perceptron CoNLL WS

Xavier Carreras | Mihai Surdeanu | Lluís Màrquez |

A Robust Combination Strategy for Semantic Role Labeling EMNLP HLT

Lluís Màrquez | Mihai Surdeanu | Pere Comas | Jordi Turmo |

Semantic Role Labeling Using Complete Syntactic Analysis CoNLL WS

Mihai Surdeanu | Jordi Turmo |

Using Predicate-Argument Structures for Information Extraction ACL

Mihai Surdeanu | Sanda Harabagiu | John Williams | Paul Aarseth |

Performance Issues and Error Analysis in an Open-Domain Question Answering System ACL

Dan Moldovan | Marius Pasca | Sanda Harabagiu | Mihai Surdeanu |

The Role of Lexico-Semantic Feedback in Open-Domain Textual Question-Answering ACL