NLPExplorer

Sameer Singh

Number of Papers:- 82

Number of Citations:- 119

First ACL Paper:- 2010

Latest ACL Paper:- 2024

Venues:-

NAACL

CoNLL

BlackboxNLP

COLING

EMNLP

NLP-COVID19

Findings

LatentVar

WNUT

TACL

ACL

IJCNLP

KaLLM

Co-Authors:-

Similar Authors:-

EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning NAACL

Raja Sekhar Reddy Mekala | Yasaman Razeghi | Sameer Singh |

Selective Perception: Learning Concise State Descriptions for Language Model Actors NAACL

Proceedings of the 1st Workshop on Knowledge Graphs and Large Language Models (KaLLM 2024) KaLLM WS

MisgenderMender: A Community-Informed Approach to Interventions for Misgendering NAACL

Tamanna Hossain | Sunipa Dev | Sameer Singh |

The Bias Amplification Paradox in Text-to-Image Generation NAACL

Preethi Seshadri | Sameer Singh | Yanai Elazar |

Plot Twist: Multimodal Models Don’t Comprehend Simple Chart Details F i n d i n g s - E M N L P

Perceptions of Linguistic Uncertainty by Language Models and Humans EMNLP

Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals F i n d i n g s - E M N L P

Downstream Trade-offs of a Family of Text Watermarks F i n d i n g s - E M N L P

Anirudh Ajith | Sameer Singh | Danish Pruthi |

Coverage-based Example Selection for In-Context Learning F i n d i n g s - E M N L P

Shivanshu Gupta | Matt Gardner | Sameer Singh |

MISGENDERED: Limits of Large Language Models in Understanding Pronouns ACL

Tamanna Hossain | Sunipa Dev | Sameer Singh |

To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering ACL

Dheeru Dua | Emma Strubell | Sameer Singh | Pat Verga |

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 |

Impact of Pretraining Term Frequencies on Few-Shot Numerical Reasoning F i n d i n g s - E M N L P

Yasaman Razeghi | Robert L Logan IV | Matt Gardner | Sameer Singh |

Snoopy: An Online Interface for Exploring the Effect of Pretraining Term Frequencies on Few-Shot LM Performance EMNLP

Continued Pretraining for Better Zero- and Few-Shot Promptability EMNLP

Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive Evaluation F i n d i n g s - E M N L P

Shivanshu Gupta | Sameer Singh | Matt Gardner |

Successive Prompting for Decomposing Complex Questions EMNLP

Dheeru Dua | Shivanshu Gupta | Sameer Singh | Matt Gardner |

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