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Rahul Gupta
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 42
Top Topics
Automatically Generated
Language Generation
Feature Representations
Evaluation Metrics
Top Venues
CoRR
ACL (1)
ICASSP
EMNLP
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Publications
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Zhewei Sun
,
Qian Hu
,
Rahul Gupta
,
Richard S. Zemel
,
Yang Xu
Toward Informal Language Processing: Knowledge of Slang in Large Language Models.
NAACL-HLT
(2024)
Isha Chaudhary
,
Qian Hu
,
Manoj Kumar
,
Morteza Ziyadi
,
Rahul Gupta
,
Gagandeep Singh
Quantitative Certification of Bias in Large Language Models.
CoRR
(2024)
Tiantian Feng
,
Anil Ramakrishna
,
Jimit Majmudar
,
Charith Peris
,
Jixuan Wang
,
Clement Chung
,
Richard S. Zemel
,
Morteza Ziyadi
,
Rahul Gupta
Partial Federated Learning.
CoRR
(2024)
Elan Markowitz
,
Anil Ramakrishna
,
Jwala Dhamala
,
Ninareh Mehrabi
,
Charith Peris
,
Rahul Gupta
,
Kai-Wei Chang
,
Aram Galstyan
Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs.
ACL (1)
(2024)
Junyi Li
,
Charith Peris
,
Ninareh Mehrabi
,
Palash Goyal
,
Kai-Wei Chang
,
Aram Galstyan
,
Richard S. Zemel
,
Rahul Gupta
The steerability of large language models toward data-driven personas.
NAACL-HLT
(2024)
Tiantian Feng
,
Xuan Shi
,
Rahul Gupta
,
Shrikanth S. Narayanan
TI-ASU: Toward Robust Automatic Speech Understanding through Text-to-speech Imputation Against Missing Speech Modality.
CoRR
(2024)
Zhewei Sun
,
Qian Hu
,
Rahul Gupta
,
Richard S. Zemel
,
Yang Xu
Toward Informal Language Processing: Knowledge of Slang in Large Language Models.
CoRR
(2024)
Elan Markowitz
,
Anil Ramakrishna
,
Jwala Dhamala
,
Ninareh Mehrabi
,
Charith Peris
,
Rahul Gupta
,
Kai-Wei Chang
,
Aram Galstyan
Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs.
CoRR
(2024)
Ninareh Mehrabi
,
Palash Goyal
,
Anil Ramakrishna
,
Jwala Dhamala
,
Shalini Ghosh
,
Richard S. Zemel
,
Kai-Wei Chang
,
Aram Galstyan
,
Rahul Gupta
JAB: Joint Adversarial Prompting and Belief Augmentation.
CoRR
(2023)
Tiantian Feng
,
Digbalay Bose
,
Tuo Zhang
,
Rajat Hebbar
,
Anil Ramakrishna
,
Rahul Gupta
,
Mi Zhang
,
Salman Avestimehr
,
Shrikanth Narayanan
FedMultimodal: A Benchmark for Multimodal Federated Learning.
KDD
(2023)
Qian Hu
,
Palash Goyal
,
Rahul Gupta
Faithful Model Evaluation for Model-Based Metrics.
EMNLP
(2023)
Palash Goyal
,
Qian Hu
,
Rahul Gupta
Faithful Model Evaluation for Model-Based Metrics.
CoRR
(2023)
Anaelia Ovalle
,
Ninareh Mehrabi
,
Palash Goyal
,
Jwala Dhamala
,
Kai-Wei Chang
,
Richard S. Zemel
,
Aram Galstyan
,
Rahul Gupta
Are you talking to ['xem'] or ['x', 'em']? On Tokenization and Addressing Misgendering in LLMs with Pronoun Tokenization Parity.
CoRR
(2023)
Anaelia Ovalle
,
Palash Goyal
,
Jwala Dhamala
,
Zachary Jaggers
,
Kai-Wei Chang
,
Aram Galstyan
,
Richard S. Zemel
,
Rahul Gupta
"I'm fully who I am": Towards Centering Transgender and Non-Binary Voices to Measure Biases in Open Language Generation.
CoRR
(2023)
Jiao Sun
,
Yufei Tian
,
Wangchunshu Zhou
,
Nan Xu
,
Qian Hu
,
Rahul Gupta
,
John Frederick Wieting
,
Nanyun Peng
,
Xuezhe Ma
Evaluating Large Language Models on Controlled Generation Tasks.
CoRR
(2023)
Mustafa Safa Özdayi
,
Charith Peris
,
Jack FitzGerald
,
Christophe Dupuy
,
Jimit Majmudar
,
Haidar Khan
,
Rahil Parikh
,
Rahul Gupta
Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning.
CoRR
(2023)
Junyi Li
,
Ninareh Mehrabi
,
Charith Peris
,
Palash Goyal
,
Kai-Wei Chang
,
Aram Galstyan
,
Richard S. Zemel
,
Rahul Gupta
On the steerability of large language models toward data-driven personas.
CoRR
(2023)
Christophe Dupuy
,
Jimit Majmudar
,
Jixuan Wang
,
Tanya G. Roosta
,
Rahul Gupta
,
Clement Chung
,
Jie Ding
,
Salman Avestimehr
Quantifying Catastrophic Forgetting in Continual Federated Learning.
ICASSP
(2023)
Mustafa Özdayi
,
Charith Peris
,
Jack FitzGerald
,
Christophe Dupuy
,
Jimit Majmudar
,
Haidar Khan
,
Rahil Parikh
,
Rahul Gupta
Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning.
ACL (2)
(2023)
Caleb Ziems
,
William Held
,
Jingfeng Yang
,
Jwala Dhamala
,
Rahul Gupta
,
Diyi Yang
Multi-VALUE: A Framework for Cross-Dialectal English NLP.
ACL (1)
(2023)
Ansel MacLaughlin
,
Anna Rumshisky
,
Rinat Khaziev
,
Anil Ramakrishna
,
Yuval Merhav
,
Rahul Gupta
Self-Healing Through Error Detection, Attribution, and Retraining.
ICASSP
(2023)
Ninareh Mehrabi
,
Palash Goyal
,
Christophe Dupuy
,
Qian Hu
,
Shalini Ghosh
,
Richard S. Zemel
,
Kai-Wei Chang
,
Aram Galstyan
,
Rahul Gupta
FLIRT: Feedback Loop In-context Red Teaming.
CoRR
(2023)
Anaelia Ovalle
,
Palash Goyal
,
Jwala Dhamala
,
Zachary Jaggers
,
Kai-Wei Chang
,
Aram Galstyan
,
Richard S. Zemel
,
Rahul Gupta
"I'm fully who I am": Towards Centering Transgender and Non-Binary Voices to Measure Biases in Open Language Generation.
FAccT
(2023)
Rahul Gupta
,
Lisa Bauer
,
Kai-Wei Chang
,
Jwala Dhamala
,
Aram Galstyan
,
Palash Goyal
,
Qian Hu
,
Avni Khatri
,
Rohit Parimi
,
Charith Peris
,
Apurv Verma
,
Richard S. Zemel
,
Prem Natarajan
Incorporating Fairness in Large Scale NLU Systems.
WSDM
(2023)
Anil Ramakrishna
,
Rahul Gupta
,
Jens Lehmann
,
Morteza Ziyadi
INVITE: a Testbed of Automatically Generated Invalid Questions to Evaluate Large Language Models for Hallucinations.
EMNLP (Findings)
(2023)
Jiao Sun
,
Yufei Tian
,
Wangchunshu Zhou
,
Nan Xu
,
Qian Hu
,
Rahul Gupta
,
John Frederick Wieting
,
Nanyun Peng
,
Xuezhe Ma
Evaluating Large Language Models on Controlled Generation Tasks.
EMNLP
(2023)
Zefei Li
,
Anil Ramakrishna
,
Anna Rumshisky
,
Andy Rosenbaum
,
Saleh Soltan
,
Rahul Gupta
Sampling bias in NLU models: Impact and Mitigation.
INTERSPEECH
(2023)
Jack Good
,
Jimit Majmudar
,
Christophe Dupuy
,
Jixuan Wang
,
Charith Peris
,
Clement Chung
,
Richard S. Zemel
,
Rahul Gupta
Coordinated Replay Sample Selection for Continual Federated Learning.
CoRR
(2023)
Jack Good
,
Jimit Majmudar
,
Christophe Dupuy
,
Jixuan Wang
,
Charith Peris
,
Clement Chung
,
Richard S. Zemel
,
Rahul Gupta
Coordinated Replay Sample Selection for Continual Federated Learning.
EMNLP (Industry Track)
(2023)
Ninareh Mehrabi
,
Palash Goyal
,
Apurv Verma
,
Jwala Dhamala
,
Varun Kumar
,
Qian Hu
,
Kai-Wei Chang
,
Richard S. Zemel
,
Aram Galstyan
,
Rahul Gupta
Resolving Ambiguities in Text-to-Image Generative Models.
ACL (1)
(2023)
Umang Gupta
,
Jwala Dhamala
,
Varun Kumar
,
Apurv Verma
,
Yada Pruksachatkun
,
Satyapriya Krishna
,
Rahul Gupta
,
Kai-Wei Chang
,
Greg Ver Steeg
,
Aram Galstyan
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal.
ACL (Findings)
(2022)
Manoj Kumar
,
Anna Rumshisky
,
Rahul Gupta
Chasing the Tail with Domain Generalization: A Case Study on Frequency-Enriched Datasets.
AACL/IJCNLP (1)
(2022)
Anil Ramakrishna
,
Rahul Gupta
,
Shrikanth Narayanan
Joint Multi-Dimensional Model for Global and Time-Series Annotations.
IEEE Trans. Affect. Comput.
13 (1) (2022)
Yang Trista Cao
,
Yada Pruksachatkun
,
Kai-Wei Chang
,
Rahul Gupta
,
Varun Kumar
,
Jwala Dhamala
,
Aram Galstyan
On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations.
ACL (2)
(2022)
Stefan Schroedl
,
Manoj Kumar
,
Kiana Hajebi
,
Morteza Ziyadi
,
Sriram Venkatapathy
,
Anil Ramakrishna
,
Rahul Gupta
,
Pradeep Natarajan
Improving Large-Scale Conversational Assistants using Model Interpretation based Training Sample Selection.
EMNLP (Industry Track)
(2022)
Nikhita Vedula
,
Rahul Gupta
,
Aman Alok
,
Mukund Sridhar
,
Shankar Ananthakrishnan
Advin: Automatically Discovering Novel Domains and Intents from User Text Utterances.
ICASSP
(2022)
Umang Gupta
,
Jwala Dhamala
,
Varun Kumar
,
Apurv Verma
,
Yada Pruksachatkun
,
Satyapriya Krishna
,
Rahul Gupta
,
Kai-Wei Chang
,
Greg Ver Steeg
,
Aram Galstyan
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal.
CoRR
(2022)
Jwala Dhamala
,
Varun Kumar
,
Rahul Gupta
,
Kai-Wei Chang
,
Aram Galstyan
An Analysis of The Effects of Decoding Algorithms on Fairness in Open-Ended Language Generation.
SLT
(2022)
Aman Alok
,
Rahul Gupta
,
Shankar Ananthakrishnan
Design Considerations For Hypothesis Rejection Modules In Spoken Language Understanding Systems.
CoRR
(2022)
Manoj Kumar
,
Yuval Merhav
,
Haidar Khan
,
Rahul Gupta
,
Anna Rumshisky
,
Wael Hamza
Controlled Data Generation via Insertion Operations for NLU.
NAACL-HLT (Industry Papers)
(2022)
Yang Trista Cao
,
Yada Pruksachatkun
,
Kai-Wei Chang
,
Rahul Gupta
,
Varun Kumar
,
Jwala Dhamala
,
Aram Galstyan
On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations.
CoRR
(2022)
Saurabh Sahu
,
Rahul Gupta
,
Carol Y. Espy-Wilson
Modeling Feature Representations for Affective Speech Using Generative Adversarial Networks.
IEEE Trans. Affect. Comput.
13 (2) (2022)