Explaining Data Patterns in Natural Language with Language Models BlackboxNLP WS

Chandan Singh | John X. Morris | Jyoti Aneja | Alexander Rush | Jianfeng Gao |

Symbolic Planning and Code Generation for Grounded Dialogue EMNLP

Justin Chiu | Wenting Zhao | Derek Chen | Saujas Vaduguru | Alexander Rush | Daniel Fried |

Hop, Union, Generate: Explainable Multi-hop Reasoning without Rationale Supervision EMNLP

Wenting Zhao | Justin Chiu | Claire Cardie | Alexander Rush |

Symbolic Planning and Code Generation for Grounded Dialogue PANDL WS

Justin Chiu | Wenting Zhao | Derek Chen | Saujas Vaduguru | Alexander Rush | Daniel Fried |

Pretraining Without Attention F i n d i n g s - E M N L P

Junxiong Wang | Jing Nathan Yan | Albert Gu | Alexander Rush |

MiniChain: A Small Library for Coding with Large Language Models EMNLP

Alexander Rush |

Text Embeddings Reveal (Almost) As Much As Text EMNLP

John Morris | Volodymyr Kuleshov | Vitaly Shmatikov | Alexander Rush |

Tree Prompting: Efficient Task Adaptation without Fine-Tuning EMNLP

Chandan Singh | John Morris | Alexander Rush | Jianfeng Gao | Yuntian Deng |

Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations ACL

Wenting Zhao | Justin Chiu | Claire Cardie | Alexander Rush |

PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts ACL

Stephen Bach | Victor Sanh | Zheng Xin Yong | Albert Webson | Colin Raffel | Nihal V. Nayak | Abheesht Sharma | Taewoon Kim | M Saiful Bari | Thibault Fevry | Zaid Alyafeai | Manan Dey | Andrea Santilli | Zhiqing Sun | Srulik Ben-david | Canwen Xu | Gunjan Chhablani | Han Wang | Jason Fries | Maged Al-shaibani | Shanya Sharma | Urmish Thakker | Khalid Almubarak | Xiangru Tang | Dragomir Radev | Mike Tian-jian Jiang | Alexander Rush |

Unsupervised Text Deidentification F i n d i n g s - E M N L P

John Morris | Justin Chiu | Ramin Zabih | Alexander Rush |

Model Criticism for Long-Form Text Generation EMNLP

Yuntian Deng | Volodymyr Kuleshov | Alexander Rush |

GRIT: Generative Role-filler Transformers for Document-level Event Entity Extraction EACL

Xinya Du | Alexander Rush | Claire Cardie |

Low-Complexity Probing via Finding Subnetworks NAACL

Victor Sanh | Alexander Rush |

How many data points is a prompt worth? NAACL

Teven Le Scao | Alexander Rush |

Template Filling with Generative Transformers NAACL

Xinya Du | Alexander Rush | Claire Cardie |

Datasets: A Community Library for Natural Language Processing EMNLP

Quentin Lhoest | Albert Villanova del Moral | Yacine Jernite | Abhishek Thakur | Patrick von Platen | Suraj Patil | Julien Chaumond | Mariama Drame | Julien Plu | Lewis Tunstall | Joe Davison | Mario Šaško | Gunjan Chhablani | Bhavitvya Malik | Simon Brandeis | Teven Le Scao | Victor Sanh | Canwen Xu | Nicolas Patry | Angelina McMillan-Major | Philipp Schmid | Sylvain Gugger | Clément Delangue | Théo Matussière | Lysandre Debut | Stas Bekman | Pierric Cistac | Thibault Goehringer | Victor Mustar | François Lagunas | Alexander Rush | Thomas Wolf |

Rationales for Sequential Predictions EMNLP

Keyon Vafa | Yuntian Deng | David Blei | Alexander Rush |

Block Pruning For Faster Transformers EMNLP

François Lagunas | Ella Charlaix | Victor Sanh | Alexander Rush |

Sequence-to-Lattice Models for Fast Translation EMNLP Findings

Yuntian Deng | Alexander Rush |

Parameter-Efficient Transfer Learning with Diff Pruning ACL IJCNLP

Demi Guo | Alexander Rush | Yoon Kim |

Posterior Control of Blackbox Generation ACL

Xiang Lisa Li | Alexander Rush |

Torch-Struct: Deep Structured Prediction Library ACL

Alexander Rush |

What is Learned in Visually Grounded Neural Syntax Acquisition ACL

Noriyuki Kojima | Hadar Averbuch-Elor | Alexander Rush | Yoav Artzi |

Sequence-Level Mixed Sample Data Augmentation EMNLP

Demi Guo | Yoon Kim | Alexander Rush |

Scaling Hidden Markov Language Models EMNLP

Justin Chiu | Alexander Rush |

Improving Event Duration Prediction via Time-aware Pre-training EMNLP Findings

Zonglin Yang | Xinya Du | Alexander Rush | Claire Cardie |

Transformers: State-of-the-Art Natural Language Processing EMNLP

Thomas Wolf | Lysandre Debut | Victor Sanh | Julien Chaumond | Clement Delangue | Anthony Moi | Pierric Cistac | Tim Rault | Remi Louf | Morgan Funtowicz | Joe Davison | Sam Shleifer | Patrick von Platen | Clara Ma | Yacine Jernite | Julien Plu | Canwen Xu | Teven Le Scao | Sylvain Gugger | Mariama Drame | Quentin Lhoest | Alexander Rush |

Adversarial Semantic Collisions EMNLP

Congzheng Song | Alexander Rush | Vitaly Shmatikov |

Commonsense Knowledge Mining from Pretrained Models EMNLP

Joe Davison | Joshua Feldman | Alexander Rush |

Neural Linguistic Steganography EMNLP

Zachary Ziegler | Yuntian Deng | Alexander Rush |

Unsupervised Recurrent Neural Network Grammars NAACL

Yoon Kim | Alexander Rush | Lei Yu | Adhiguna Kuncoro | Chris Dyer | Gábor Melis |

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

Yonatan Belinkov | Adam Poliak | Stuart Shieber | Benjamin Van Durme | Alexander Rush |

Compound Probabilistic Context-Free Grammars for Grammar Induction ACL

Yoon Kim | Chris Dyer | Alexander Rush |

Simple Unsupervised Summarization by Contextual Matching ACL

Jiawei Zhou | Alexander Rush |

GLTR: Statistical Detection and Visualization of Generated Text ACL

Sebastian Gehrmann | Hendrik Strobelt | Alexander Rush |

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

Yonatan Belinkov | Adam Poliak | Stuart Shieber | Benjamin Van Durme | Alexander Rush |

Generating Abstractive Summaries with Finetuned Language Models INLG WS

Sebastian Gehrmann | Zachary Ziegler | Alexander Rush |

Training for Diversity in Image Paragraph Captioning EMNLP

Luke Melas-Kyriazi | Alexander Rush | George Han |

Entity Tracking Improves Cloze-style Reading Comprehension EMNLP

Luong Hoang | Sam Wiseman | Alexander Rush |

Learning Neural Templates for Text Generation EMNLP

Sam Wiseman | Stuart Shieber | Alexander Rush |

Bottom-Up Abstractive Summarization EMNLP

Sebastian Gehrmann | Yuntian Deng | Alexander Rush |

OpenNMT: Neural Machine Translation Toolkit AMTA WS

Guillaume Klein | Yoon Kim | Yuntian Deng | Vincent Nguyen | Jean Senellart | Alexander Rush |

The Annotated Transformer ACL WS

Alexander Rush |

OpenNMT System Description for WNMT 2018: 800 words/sec on a single-core CPU ACL WS

Jean Senellart | Dakun Zhang | Bo Wang | Guillaume Klein | Jean-Pierre Ramatchandirin | Josep Crego | Alexander Rush |

Debugging Sequence-to-Sequence Models with Seq2Seq-Vis EMNLP WS

Hendrik Strobelt | Sebastian Gehrmann | Michael Behrisch | Adam Perer | Hanspeter Pfister | Alexander Rush |

End-to-End Content and Plan Selection for Data-to-Text Generation INLG WS

Sebastian Gehrmann | Falcon Dai | Henry Elder | Alexander Rush |

Challenges in Data-to-Document Generation EMNLP

Sam Wiseman | Stuart Shieber | Alexander Rush |

Adapting Sequence Models for Sentence Correction EMNLP

Allen Schmaltz | Yoon Kim | Alexander Rush | Stuart Shieber |

OpenNMT: Open-Source Toolkit for Neural Machine Translation ACL

Guillaume Klein | Yoon Kim | Yuntian Deng | Jean Senellart | Alexander Rush |

Proceedings of the 2nd Workshop on Structured Prediction for Natural Language Processing WS

Kai-Wei Chang | Ming-Wei Chang | Vivek Srikumar | Alexander M. Rush |

Coarse-to-Fine Attention Models for Document Summarization WS

Jeffrey Ling | Alexander Rush |

Sequence-to-Sequence Learning as Beam-Search Optimization EMNLP

Sam Wiseman | Alexander M. Rush |

Sequence-Level Knowledge Distillation EMNLP

Yoon Kim | Alexander M. Rush |

An Embedding Model for Predicting Roll-Call Votes EMNLP

Peter Kraft | Hirsh Jain | Alexander M. Rush |

Word Ordering Without Syntax EMNLP

Allen Schmaltz | Alexander M. Rush | Stuart Shieber |

Abstractive Sentence Summarization with Attentive Recurrent Neural Networks NAACL

Sumit Chopra | Michael Auli | Alexander M. Rush |

Learning Global Features for Coreference Resolution NAACL

Sam Wiseman | Alexander M. Rush | Stuart M. Shieber |

Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Tutorial Abstracts NAACL

Mohit Bansal | Alexander M. Rush |

Sentence-Level Grammatical Error Identification as Sequence-to-Sequence Correction BEA WS

Allen Schmaltz | Yoon Kim | Alexander M. Rush | Stuart Shieber |

Antecedent Prediction Without a Pipeline CORBON WS

Sam Wiseman | Alexander M. Rush | Stuart Shieber |

Proceedings of the Workshop on Structured Prediction for NLP WS

Kai-Wei Chang | Ming-Wei Chang | Alexander Rush | Vivek Srikumar |

A Neural Attention Model for Abstractive Sentence Summarization EMNLP

Alexander M. Rush | Sumit Chopra | Jason Weston |

Transforming Dependencies into Phrase Structures NAACL

Lingpeng Kong | Alexander M. Rush | Noah A. Smith |

Learning Anaphoricity and Antecedent Ranking Features for Coreference Resolution ACL IJCNLP

Sam Wiseman | Alexander M. Rush | Stuart Shieber | Jason Weston |

A Constrained Viterbi Relaxation for Bidirectional Word Alignment ACL

Yin-Wen Chang | Alexander M. Rush | John DeNero | Michael Collins |

Optimal Beam Search for Machine Translation EMNLP

Alexander Rush | Yin-Wen Chang | Michael Collins |

Spectral Learning of Refinement HMMs CoNLL WS

Karl Stratos | Alexander Rush | Shay B. Cohen | Michael Collins |

Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints CoNLL EMNLP

Alexander Rush | Roi Reichart | Michael Collins | Amir Globerson |

Vine Pruning for Efficient Multi-Pass Dependency Parsing NAACL

Alexander Rush | Slav Petrov |

Exact Decoding of Syntactic Translation Models through Lagrangian Relaxation ACL

Alexander M. Rush | Michael Collins |

Dual Decomposition for Natural Language Processing ACL

Michael Collins | Alexander M. Rush |

On Dual Decomposition and Linear Programming Relaxations for Natural Language Processing EMNLP

Alexander M. Rush | David Sontag | Michael Collins | Tommi Jaakkola |

Dual Decomposition for Parsing with Non-Projective Head Automata EMNLP

Terry Koo | Alexander M. Rush | Michael Collins | Tommi Jaakkola | David Sontag |

Induction of Probabilistic Synchronous Tree-Insertion Grammars for Machine Translation AMTA

Rebecca Nesson | Stuart Shieber | Alexander Rush |