NLPExplorer

Benjamin Van Durme

Number of Papers:- 146

Number of Citations:- 847

First ACL Paper:- 2003

Latest ACL Paper:- 2022

Venues:-

EthNLP

IJCNLP

IWCS

NUSE

ACL

Findings

*SEMEVAL

CODI

COLING

EVENTS

LAW

*SEM

NAACL

spnlp

TACL

LREC

STEP

AdaptNLP

CoNLL

EMNLP

EACL

Wordplay

WMT

RepL4NLP

GEMS

unimplicit

CRAC

Co-Authors:-

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Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation ACL Findings

Adapting Coreference Resolution Models through Active Learning ACL

Guided K-best Selection for Semantic Parsing Annotation ACL

Zero-shot Cross-lingual Transfer is Under-specified Optimization ACL RepL4NLP

Shijie Wu | Benjamin Van Durme | Mark Dredze |

Few-Shot Semantic Parsing with Language Models Trained on Code NAACL

Richard Shin | Benjamin Van Durme |

Improved Induction of Narrative Chains via Cross-Document Relations *SEM NAACL

Andrew Blair-stanek | Benjamin Van Durme |

Visual Commonsense in Pretrained Unimodal and Multimodal Models NAACL

Chenyu Zhang | Benjamin Van Durme | Zhuowan Li | Elias Stengel-Eskin |

Craft an Iron Sword: Dynamically Generating Interactive Game Characters by Prompting Large Language Models Tuned on Code NAACL Wordplay

Pretrained Models for Multilingual Federated Learning NAACL

Human Schema Curation via Causal Association Rule Mining LAW LREC

Online Neural Coreference Resolution with Rollback COLING CRAC WS

Patrick Xia | Benjamin Van Durme |

Gradual Fine-Tuning for Low-Resource Domain Adaptation AdaptNLP EACL

LOME: Large Ontology Multilingual Extraction EACL

InFillmore: Frame-Guided Language Generation with Bidirectional Context *SEM ACL IJCNLP

BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation EMNLP

Haoran Xu | Benjamin Van Durme | Kenton Murray |

Human-Model Divergence in the Handling of Vagueness ACL IJCNLP unimplicit

Elias Stengel-Eskin | Jimena Guallar-Blasco | Benjamin Van Durme |

Moving on from OntoNotes: Coreference Resolution Model Transfer EMNLP

Patrick Xia | Benjamin Van Durme |

Iterative Paraphrastic Augmentation with Discriminative Span Alignment TACL

Joint Universal Syntactic and Semantic Parsing TACL

Factoring Statutory Reasoning as Language Understanding Challenges ACL IJCNLP

Nils Holzenberger | Benjamin Van Durme |

Constrained Language Models Yield Few-Shot Semantic Parsers EMNLP

Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction EMNLP

Hierarchical Entity Typing via Multi-level Learning to Rank ACL

Tongfei Chen | Yunmo Chen | Benjamin Van Durme |

Uncertain Natural Language Inference ACL

Universal Decompositional Semantic Parsing ACL

Elias Stengel-Eskin | Aaron Steven White | Sheng Zhang | Benjamin Van Durme |

Multi-Sentence Argument Linking ACL

Script Induction as Association Rule Mining ACL NUSE WS

Anton Belyy | Benjamin Van Durme |

Incremental Neural Coreference Resolution in Constant Memory EMNLP

Patrick Xia | João Sedoc | Benjamin Van Durme |

Joint Modeling of Arguments for Event Understanding CODI EMNLP

Yunmo Chen | Tongfei Chen | Benjamin Van Durme |

Reading the Manual: Event Extraction as Definition Comprehension EMNLP spnlp

Which *BERT? A Survey Organizing Contextualized Encoders EMNLP

Patrick Xia | Shijie Wu | Benjamin Van Durme |

evision PDF of 'Temporal Reasoning in Natural Language Inference EMNLP Findings

CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models EMNLP spnlp

COD3S: Diverse Generation with Discrete Semantic Signatures EMNLP

Nathaniel Weir | João Sedoc | Benjamin Van Durme |

Causal Inference of Script Knowledge EMNLP

Noah Weber | Rachel Rudinger | Benjamin Van Durme |

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts EMNLP

Aline Villavicencio | Benjamin Van Durme |

Interactive Refinement of Cross-Lingual Word Embeddings EMNLP

The Universal Decompositional Semantics Dataset and Decomp Toolkit LREC

A Discriminative Neural Model for Cross-Lingual Word Alignment EMNLP

Elias Stengel-Eskin | Tzu-ray Su | Matt Post | Benjamin Van Durme |

Broad-Coverage Semantic Parsing as Transduction EMNLP

Sheng Zhang | Xutai Ma | Kevin Duh | Benjamin Van Durme |

Bag-of-Words Transfer: Non-Contextual Techniques for Multi-Task Learning EMNLP WS

Seth Ebner | Felicity Wang | Benjamin Van Durme |

Large-Scale, Diverse, Paraphrastic Bitexts via Sampling and Clustering CoNLL

Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting NAACL

AMR Parsing as Sequence-to-Graph Transduction ACL

Sheng Zhang | Xutai Ma | Kevin Duh | Benjamin Van Durme |

Don’t Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference ACL

Fine-Grained Temporal Relation Extraction ACL

Siddharth Vashishtha | Benjamin Van Durme | Aaron Steven White |

Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling ACL

Learning to Rank for Plausible Plausibility ACL

Zhongyang Li | Tongfei Chen | Benjamin Van Durme |

Probing What Different NLP Tasks Teach Machines about Function Word Comprehension *SEMEVAL

On Adversarial Removal of Hypothesis-only Bias in Natural Language Inference *SEMEVAL

Decomposing Generalization: Models of Generic, Habitual, and Episodic Statements TACL

Venkata Govindarajan | Benjamin Van Durme | Aaron Steven White |

Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation EMNLP

Neural-Davidsonian Semantic Proto-role Labeling EMNLP

Cross-lingual Decompositional Semantic Parsing EMNLP

Lexicosyntactic Inference in Neural Models EMNLP

Aaron Steven White | Rachel Rudinger | Kyle Rawlins | Benjamin Van Durme |

Neural Models of Factuality NAACL

Rachel Rudinger | Aaron Steven White | Benjamin Van Durme |

Gender Bias in Coreference Resolution NAACL

Rachel Rudinger | Jason Naradowsky | Brian Leonard | Benjamin Van Durme |

On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference NAACL

Adam Poliak | Yonatan Belinkov | James Glass | Benjamin Van Durme |

Efficient Online Scalar Annotation with Bounded Support ACL

Keisuke Sakaguchi | Benjamin Van Durme |

Halo: Learning Semantics-Aware Representations for Cross-Lingual Information Extraction *SEMEVAL

Hongyuan Mei | Sheng Zhang | Kevin Duh | Benjamin Van Durme |

Fine-grained Entity Typing through Increased Discourse Context and Adaptive Classification Thresholds *SEMEVAL

Sheng Zhang | Kevin Duh | Benjamin Van Durme |

Hypothesis Only Baselines in Natural Language Inference *SEMEVAL

Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation EMNLP WS

Semantic Role Labeling EMNLP

Diego Marcheggiani | Michael Roth | Ivan Titov | Benjamin Van Durme |

MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models EACL

Sheng Zhang | Kevin Duh | Benjamin Van Durme |

The Semantic Proto-Role Linking Model EACL

Aaron Steven White | Kyle Rawlins | Benjamin Van Durme |

Explaining and Generalizing Skip-Gram through Exponential Family Principal Component Analysis EACL

Ryan Cotterell | Adam Poliak | Benjamin Van Durme | Jason Eisner |

Efficient, Compositional, Order-sensitive n-gram Embeddings EACL

Adam Poliak | Pushpendre Rastogi | M. Patrick Martin | Benjamin Van Durme |

Discriminative Information Retrieval for Question Answering Sentence Selection EACL

Tongfei Chen | Benjamin Van Durme |

Selective Decoding for Cross-lingual Open Information Extraction IJCNLP

Sheng Zhang | Kevin Duh | Benjamin Van Durme |

Inference is Everything: Recasting Semantic Resources into a Unified Evaluation Framework IJCNLP

Aaron Steven White | Pushpendre Rastogi | Kevin Duh | Benjamin Van Durme |

Grammatical Error Correction with Neural Reinforcement Learning IJCNLP

Keisuke Sakaguchi | Matt Post | Benjamin Van Durme |

CADET: Computer Assisted Discovery Extraction and Translation IJCNLP

Bayesian Modeling of Lexical Resources for Low-Resource Settings ACL

Nicholas Andrews | Mark Dredze | Benjamin Van Durme | Jason Eisner |

Error-repair Dependency Parsing for Ungrammatical Texts ACL

Keisuke Sakaguchi | Matt Post | Benjamin Van Durme |

Pocket Knowledge Base Population ACL

Travis Wolfe | Mark Dredze | Benjamin Van Durme |

Ordinal Common-sense Inference TACL

Sheng Zhang | Rachel Rudinger | Kevin Duh | Benjamin Van Durme |

Frame-Based Continuous Lexical Semantics through Exponential Family Tensor Factorization and Semantic Proto-Roles *SEMEVAL

Francis Ferraro | Adam Poliak | Ryan Cotterell | Benjamin Van Durme |

Social Bias in Elicited Natural Language Inferences EthNLP WS

Rachel Rudinger | Chandler May | Benjamin Van Durme |

Skip-Prop: Representing Sentences with One Vector Per Proposition IWCS WS

Rachel Rudinger | Kevin Duh | Benjamin Van Durme |

An Evaluation of PredPatt and Open IE via Stage 1 Semantic Role Labeling IWCS WS

Sheng Zhang | Rachel Rudinger | Benjamin Van Durme |

Fluency detection on communication networks EMNLP

Tom Lippincott | Benjamin Van Durme |

Universal Decompositional Semantics on Universal Dependencies EMNLP

A Study of Imitation Learning Methods for Semantic Role Labeling WS

Travis Wolfe | Mark Dredze | Benjamin Van Durme |

Script Induction as Language Modeling EMNLP

Rachel Rudinger | Pushpendre Rastogi | Francis Ferraro | Benjamin Van Durme |

Topic Identification and Discovery on Text and Speech EMNLP

Predicate Argument Alignment using a Global Coherence Model NAACL

Travis Wolfe | Mark Dredze | Benjamin Van Durme |

Multiview LSA: Representation Learning via Generalized CCA NAACL

Pushpendre Rastogi | Benjamin Van Durme | Raman Arora |

A Concrete Chinese NLP Pipeline NAACL

Social Media Predictive Analytics NAACL

Svitlana Volkova | Benjamin Van Durme | David Yarowsky | Yoram Bachrach |

Adding Semantics to Data-Driven Paraphrasing ACL IJCNLP

Domain-Specific Paraphrase Extraction ACL IJCNLP

FrameNet+: Fast Paraphrastic Tripling of FrameNet ACL IJCNLP

PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classification ACL IJCNLP