NLPExplorer

Benjamin Van Durme

Number of Papers:- 126

Number of Citations:- 847

First ACL Paper:- 2003

Latest ACL Paper:- 2021

Venues:-

WMT

LREC

COLING

NUSE

AdaptNLP

EMNLP

IWCS

EACL

STEP

spnlp

Findings

GEMS

CoNLL

CODI

EthNLP

TACL

*SEMEVAL

EVENTS

NAACL

ACL

IJCNLP

Co-Authors:-

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

LOME: Large Ontology Multilingual Extraction EACL

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 |

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