NLPExplorer

Sameer Singh

Number of Papers:- 65

Number of Citations:- 119

First ACL Paper:- 2010

Latest ACL Paper:- 2022

Venues:-

NAACL

TACL

IJCNLP

BlackboxNLP

ACL

Findings

LatentVar

CoNLL

COLING

WNUT

EMNLP

NLP-COVID19

Co-Authors:-

Similar Authors:-

Zero- and Few-Shot NLP with Pretrained Language Models ACL

ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension ACL

Combining Feature and Instance Attribution to Detect Artifacts ACL Findings

Pouya Pezeshkpour | Sarthak Jain | Sameer Singh | Byron Wallace |

Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models ACL Findings

Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts NAACL

FRUIT: Faithfully Reflecting Updated Information in Text NAACL

Robert Iv | Alexandre Passos | Sameer Singh | Ming-Wei Chang |

An Empirical Comparison of Instance Attribution Methods for NLP NAACL

Pouya Pezeshkpour | Sarthak Jain | Byron Wallace | Sameer Singh |

Concealed Data Poisoning Attacks on NLP Models NAACL

Eric Wallace | Tony Zhao | Shi Feng | Sameer Singh |

Competency Problems: On Finding and Removing Artifacts in Language Data EMNLP

Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP ACL IJCNLP

What Models Know About Their Attackers: Deriving Attacker Information From Latent Representations BlackboxNLP EMNLP

Paired Examples as Indirect Supervision in Latent Decision Models EMNLP

Nitish Gupta | Sameer Singh | Matt Gardner | Dan Roth |

Enforcing Consistency in Weakly Supervised Semantic Parsing ACL IJCNLP

Nitish Gupta | Sameer Singh | Matt Gardner |

Learning with Instance Bundles for Reading Comprehension EMNLP

Dheeru Dua | Pradeep Dasigi | Sameer Singh | Matt Gardner |

Robustness and Adversarial Examples in Natural Language Processing EMNLP

Kai-Wei Chang | He He | Robin Jia | Sameer Singh |

Entity-Based Knowledge Conflicts in Question Answering EMNLP

Benchmarking Scalable Methods for Streaming Cross Document Entity Coreference ACL IJCNLP

Robert L Logan IV | Andrew McCallum | Sameer Singh | Dan Bikel |

Generative Context Pair Selection for Multi-hop Question Answering EMNLP

On Importance Sampling-Based Evaluation of Latent Language Models ACL

Robert L Logan IV | Matt Gardner | Sameer Singh |

Obtaining Faithful Interpretations from Compositional Neural Networks ACL

Benefits of Intermediate Annotations in Reading Comprehension ACL

Dheeru Dua | Sameer Singh | Matt Gardner |

Dynamic Sampling Strategies for Multi-Task Reading Comprehension ACL

Ananth Gottumukkala | Dheeru Dua | Sameer Singh | Matt Gardner |

Beyond Accuracy: Behavioral Testing of NLP Models with CheckList ACL

Marco Tulio Ribeiro | Tongshuang Wu | Carlos Guestrin | Sameer Singh |

AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts EMNLP

COVIDLies: Detecting COVID-19 Misinformation on Social Media EMNLP NLP-COVID19

MedICaT: A Dataset of Medical Images, Captions, and Textual References EMNLP Findings

Interpreting Predictions of NLP Models EMNLP

Eric Wallace | Matt Gardner | Sameer Singh |

MOCHA: A Dataset for Training and Evaluating Generative Reading Comprehension Metrics EMNLP

Anthony Chen | Gabriel Stanovsky | Sameer Singh | Matt Gardner |

Gradient-based Analysis of NLP Models is Manipulable EMNLP Findings

Junlin Wang | Jens Tuyls | Eric Wallace | Sameer Singh |

Tweeki: Linking Named Entities on Twitter to a Knowledge Graph EMNLP WNUT

Bahareh Harandizadeh | Sameer Singh |

Evaluating Models’ Local Decision Boundaries via Contrast Sets EMNLP Findings

Knowledge Enhanced Contextual Word Representations EMNLP

Universal Adversarial Triggers for Attacking and Analyzing NLP EMNLP

Do NLP Models Know Numbers? Probing Numeracy in Embeddings EMNLP

AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models EMNLP

Evaluating Question Answering Evaluation EMNLP WS

Anthony Chen | Gabriel Stanovsky | Sameer Singh | Matt Gardner |

Comprehensive Multi-Dataset Evaluation of Reading Comprehension EMNLP WS

PoMo: Generating Entity-Specific Post-Modifiers in Context NAACL

DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs NAACL

GenderQuant: Quantifying Mention-Level Genderedness NAACL

Ananya | Nitya Parthasarthi | Sameer Singh |

Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications NAACL

Pouya Pezeshkpour | Yifan Tian | Sameer Singh |

Deep Adversarial Learning for NLP NAACL

William Yang Wang | Sameer Singh | Jiwei Li |

Compositional Questions Do Not Necessitate Multi-hop Reasoning ACL

Barack’s Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling ACL

Are Red Roses Red? Evaluating Consistency of Question-Answering Models ACL

Marco Tulio Ribeiro | Carlos Guestrin | Sameer Singh |

Interpretation of Natural Language Rules in Conversational Machine Reading EMNLP

Embedding Multimodal Relational Data for Knowledge Base Completion EMNLP

Pouya Pezeshkpour | Liyan Chen | Sameer Singh |

Semantically Equivalent Adversarial Rules for Debugging NLP models ACL

Marco Tulio Ribeiro | Sameer Singh | Carlos Guestrin |

Entity Linking via Joint Encoding of Types, Descriptions, and Context EMNLP

Nitish Gupta | Sameer Singh | Dan Roth |

Better call Saul: Flexible Programming for Learning and Inference in NLP COLING

“Why Should I Trust You?”: Explaining the Predictions of Any Classifier NAACL

Marco Ribeiro | Sameer Singh | Carlos Guestrin |

Connotation Frames: A Data-Driven Investigation ACL

Hannah Rashkin | Sameer Singh | Yejin Choi |

Proceedings of the 5th Workshop on Automated Knowledge Base Construction WS

Jay Pujara | Tim Rocktaschel | Danqi Chen | Sameer Singh |

Injecting Logical Background Knowledge into Embeddings for Relation Extraction NAACL

Tim Rocktäschel | Sameer Singh | Sebastian Riedel |

WOLFE: An NLP-friendly Declarative Machine Learning Stack NAACL

Design Challenges for Entity Linking TACL

Xiao Ling | Sameer Singh | Daniel S. Weld |

Towards Combined Matrix and Tensor Factorization for Universal Schema Relation Extraction LatentVar WS

Sameer Singh | Tim Rocktäschel | Sebastian Riedel |

Low-Dimensional Embeddings of Logic WS

Tim Rocktäschel | Matko Bosnjak | Sameer Singh | Sebastian Riedel |

Dynamic Knowledge-Base Alignment for Coreference Resolution CoNLL WS

Monte Carlo MCMC: Efficient Inference by Approximate Sampling CoNLL EMNLP

Sameer Singh | Michael Wick | Andrew McCallum |

A Discriminative Hierarchical Model for Fast Coreference at Large Scale ACL

Michael Wick | Sameer Singh | Andrew McCallum |

Monte Carlo MCMC: Efficient Inference by Sampling Factors WS

Sameer Singh | Michael Wick | Andrew McCallum |

Large-Scale Cross-Document Coreference Using Distributed Inference and Hierarchical Models ACL

Sameer Singh | Amarnag Subramanya | Fernando Pereira | Andrew McCallum |

Minimally-Supervised Extraction of Entities from Text Advertisements NAACL

Sameer Singh | Dustin Hillard | Chris Leggetter |

Constraint-Driven Rank-Based Learning for Information Extraction NAACL

Sameer Singh | Limin Yao | Sebastian Riedel | Andrew McCallum |