NLPExplorer

Rahul Gupta

Number of Papers:- 37

Number of Citations:- 11

First ACL Paper:- 2001

Latest ACL Paper:- 2024

Venues:-

NAACL

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TrustNLP

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s

EMNLP

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Findings

HLT

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C

M

g

insights

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d

WS

ACL

EACL

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IJCNLP

AACL

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F

n

Co-Authors:-

Anil Ramakrishna

Similar Authors:-

Fred Richardson

Masking Latent Gender Knowledge for Debiasing Image Captioning TrustNLP WS

Fan Yang | Shalini Ghosh | Emre Barut | Kechen Qin | Prashan Wanigasekara | Chengwei Su | Weitong Ruan | Rahul Gupta |

BELIEVE: Belief-Enhanced Instruction Generation and Augmentation for Zero-Shot Bias Mitigation TrustNLP WS

Lisa Bauer | Ninareh Mehrabi | Palash Goyal | Kai-Wei Chang | Aram Galstyan | Rahul Gupta |

Toward Informal Language Processing: Knowledge of Slang in Large Language Models NAACL

Zhewei Sun | Qian Hu | Rahul Gupta | Richard Zemel | Yang Xu |

MICo: Preventative Detoxification of Large Language Models through Inhibition Control F i n d i n g s - N A A C L

Roy Siegelmann | Ninareh Mehrabi | Palash Goyal | Prasoon Goyal | Lisa Bauer | Jwala Dhamala | Aram Galstyan | Rahul Gupta | Reza Ghanadan |

Tokenization Matters: Navigating Data-Scarce Tokenization for Gender Inclusive Language Technologies F i n d i n g s - N A A C L

Anaelia Ovalle | Ninareh Mehrabi | Palash Goyal | Jwala Dhamala | Kai-Wei Chang | Richard Zemel | Aram Galstyan | Yuval Pinter | Rahul Gupta |

Proceedings of the 4th Workshop on Trustworthy Natural Language Processing (TrustNLP 2024) TrustNLP WS

Kai-Wei Chang | Anaelia Ovalle | Jieyu Zhao | Yang Trista Cao | Ninareh Mehrabi | Aram Galstyan | Jwala Dhamala | Anoop Kumar | Rahul Gupta |

Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs ACL

Elan Markowitz | Anil Ramakrishna | Jwala Dhamala | Ninareh Mehrabi | Charith Peris | Rahul Gupta | Kai-Wei Chang | Aram Galstyan |

The steerability of large language models toward data-driven personas NAACL

Junyi Li | Charith Peris | Ninareh Mehrabi | Palash Goyal | Kai-Wei Chang | Aram Galstyan | Richard Zemel | Rahul Gupta |

FLIRT: Feedback Loop In-context Red Teaming EMNLP

Ninareh Mehrabi | Palash Goyal | Christophe Dupuy | Qian Hu | Shalini Ghosh | Richard Zemel | Kai-Wei Chang | Aram Galstyan | Rahul Gupta |

Attribute Controlled Fine-tuning for Large Language Models: A Case Study on Detoxification F i n d i n g s - E M N L P

Tao Meng | Ninareh Mehrabi | Palash Goyal | Anil Ramakrishna | Aram Galstyan | Richard Zemel | Kai-Wei Chang | Rahul Gupta | Charith Peris |

Self-contradictory reasoning evaluation and detection F i n d i n g s - E M N L P

Ziyi Liu | Soumya Sanyal | Isabelle Lee | Yongkang Du | Rahul Gupta | Yang Liu | Jieyu Zhao |

Data Advisor: Dynamic Data Curation for Safety Alignment of Large Language Models EMNLP

Fei Wang | Ninareh Mehrabi | Palash Goyal | Rahul Gupta | Kai-Wei Chang | Aram Galstyan |

MUTANT: A Multi-sentential Code-mixed Hinglish Dataset F i n d i n g s - E A C L

Rahul Gupta | Vivek Srivastava | Mayank Singh |

Coordinated Replay Sample Selection for Continual Federated Learning EMNLP

Jack Good | Jimit Majmudar | Christophe Dupuy | Jixuan Wang | Charith Peris | Clement Chung | Richard Zemel | Rahul Gupta |

Evaluating Large Language Models on Controlled Generation Tasks EMNLP

Jiao Sun | Yufei Tian | Wangchunshu Zhou | Nan Xu | Qian Hu | Rahul Gupta | John Wieting | Nanyun Peng | Xuezhe Ma |

Multi-VALUE: A Framework for Cross-Dialectal English NLP ACL

Caleb Ziems | William Held | Jingfeng Yang | Jwala Dhamala | Rahul Gupta | Diyi Yang |

Faithful Model Evaluation for Model-Based Metrics EMNLP

Qian Hu | Palash Goyal | Rahul Gupta |

INVITE: a Testbed of Automatically Generated Invalid Questions to Evaluate Large Language Models for Hallucinations F i n d i n g s - E M N L P

Anil Ramakrishna | Rahul Gupta | Jens Lehmann | Morteza Ziyadi |

Resolving Ambiguities in Text-to-Image Generative Models ACL

Ninareh Mehrabi | Palash Goyal | Apurv Verma | Jwala Dhamala | Varun Kumar | Qian Hu | Kai-Wei Chang | Richard Zemel | Aram Galstyan | Rahul Gupta |

Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning ACL

Mustafa Ozdayi | Charith Peris | Jack FitzGerald | Christophe Dupuy | Jimit Majmudar | Haidar Khan | Rahil Parikh | Rahul Gupta |

Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal ACL Findings

Umang Gupta | Jwala Dhamala | Varun Kumar | Apurv Verma | Yada Pruksachatkun | Satyapriya Krishna | Rahul Gupta | Kai-Wei Chang | Greg Ver Steeg | Aram Galstyan |

Canary Extraction in Natural Language Understanding Models ACL

Rahil Parikh | Christophe Dupuy | Rahul Gupta |

On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations ACL

Yang Cao | Yada Pruksachatkun | Kai-Wei Chang | Rahul Gupta | Varun Kumar | Jwala Dhamala | Aram Galstyan |

Measuring Fairness of Text Classifiers via Prediction Sensitivity ACL

Satyapriya Krishna | Rahul Gupta | Apurv Verma | Jwala Dhamala | Yada Pruksachatkun | Kai-Wei Chang |

FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks Findings NAACL

Bill Yuchen Lin | Chaoyang He | Zihang Ze | Hulin Wang | Yufen Hua | Christophe Dupuy | Rahul Gupta | Mahdi Soltanolkotabi | Xiang Ren | Salman Avestimehr |

Training Mixed-Domain Translation Models via Federated Learning NAACL

Peyman Passban | Tanya Roosta | Rahul Gupta | Ankit Chadha | Clement Chung |

Controlled Data Generation via Insertion Operations for NLU NAACL

Manoj Kumar | Yuval Merhav | Haidar Khan | Rahul Gupta | Anna Rumshisky | Wael Hamza |

Federated Learning with Noisy User Feedback NAACL

Rahul Sharma | Anil Ramakrishna | Ansel MacLaughlin | Anna Rumshisky | Jimit Majmudar | Clement Chung | Salman Avestimehr | Rahul Gupta |

Chasing the Tail with Domain Generalization: A Case Study on Frequency-Enriched Datasets AACL IJCNLP

Manoj Kumar | Anna Rumshisky | Rahul Gupta |

Improving Large-Scale Conversational Assistants using Model Interpretation based Training Sample Selection EMNLP

Stefan Schroedl | Manoj Kumar | Kiana Hajebi | Morteza Ziyadi | Sriram Venkatapathy | Anil Ramakrishna | Rahul Gupta | Pradeep Natarajan |

ADePT: Auto-encoder based Differentially Private Text Transformation EACL

Satyapriya Krishna | Rahul Gupta | Christophe Dupuy |

Towards Realistic Single-Task Continuous Learning Research for NER EMNLP Findings

Justin Payan | Yuval Merhav | He Xie | Satyapriya Krishna | Anil Ramakrishna | Mukund Sridhar | Rahul Gupta |

Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification Findings

Yada Pruksachatkun | Satyapriya Krishna | Jwala Dhamala | Rahul Gupta | Kai-Wei Chang |

Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks EMNLP insights

Ansel MacLaughlin | Jwala Dhamala | Anoop Kumar | Sriram Venkatapathy | Ragav Venkatesan | Rahul Gupta |

ReNoun: Fact Extraction for Nominal Attributes EMNLP

Mohamed Yahya | Steven Whang | Rahul Gupta | Alon Halevy |

An Evaluation Corpus For Temporal Summarization HLT

Vikash Khandelwal | Rahul Gupta | James Allan |

Monitoring the News: a TDT demonstration system HLT

David Frey | Rahul Gupta | Vikas Khandelwal | Victor Lavrenko | Anton Leuski | James Allan |

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