Rahul Gupta

CoRR, 2024

Partial Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

MICo: Preventative Detoxification of Large Language Models through Inhibition Control.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Tokenization Matters: Navigating Data-Scarce Tokenization for Gender Inclusive Language Technologies.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

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

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

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

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Attribute Controlled Fine-tuning for Large Language Models: A Case Study on Detoxification.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

FLIRT: Feedback Loop In-context Red Teaming.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

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

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Are you talking to ['xem'] or ['x', 'em']? On Tokenization and Addressing Misgendering in LLMs with Pronoun Tokenization Parity.

[BibT_eX]

[DOI]

CoRR, 2023

JAB: Joint Adversarial Prompting and Belief Augmentation.

[BibT_eX]

[DOI]

CoRR, 2023

Privacy in the Time of Language Models.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Incorporating Fairness in Large Scale NLU Systems.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

FedMultimodal: A Benchmark for Multimodal Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Sampling bias in NLU models: Impact and Mitigation.

[BibT_eX]

[DOI]

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Self-Healing Through Error Detection, Attribution, and Retraining.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Quantifying Catastrophic Forgetting in Continual Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

"I'm fully who I am": Towards Centering Transgender and Non-Binary Voices to Measure Biases in Open Language Generation.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

Evaluating Large Language Models on Controlled Generation Tasks.

[BibT_eX]

[DOI]

John Frederick Wieting

Nanyun Peng

Xuezhe Ma

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

INVITE: a Testbed of Automatically Generated Invalid Questions to Evaluate Large Language Models for Hallucinations.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Faithful Model Evaluation for Model-Based Metrics.

[BibT_eX]

[DOI]

Qian Hu

Palash Goyal

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Coordinated Replay Sample Selection for Continual Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

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

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

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

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

Resolving Ambiguities in Text-to-Image Generative Models.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Modeling Feature Representations for Affective Speech Using Generative Adversarial Networks.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2022

Joint Multi-Dimensional Model for Global and Time-Series Annotations.

[BibT_eX]

[DOI]

Anil Ramakrishna

Shrikanth Narayanan

IEEE Trans. Affect. Comput., 2022

Is the Elephant Flying? Resolving Ambiguities in Text-to-Image Generative Models.

[BibT_eX]

[DOI]

CoRR, 2022

AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model.

[BibT_eX]

[DOI]

Saleh Soltan

Chandana Satya Prakash

CoRR, 2022

Differentially Private Decoding in Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2022

An Analysis of The Effects of Decoding Algorithms on Fairness in Open-Ended Language Generation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Federated Learning with Noisy User Feedback.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Training Mixed-Domain Translation Models via Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Controlled Data Generation via Insertion Operations for NLU.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022

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

[BibT_eX]

[DOI]

Manoj Kumar

Anna Rumshisky

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Advin: Automatically Discovering Novel Domains and Intents from User Text Utterances.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Learnings from Federated Learning in The Real World.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

An Efficient DP-SGD Mechanism for Large Scale NLU Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

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

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

Canary Extraction in Natural Language Understanding Models.

[BibT_eX]

[DOI]

Rahil Parikh

Christophe Dupuy

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

Measuring Fairness of Text Classifiers via Prediction Sensitivity.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

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

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

2021

An Efficient DP-SGD Mechanism for Large Scale NLP Models.

[BibT_eX]

[DOI]

CoRR, 2021

Protoda: Efficient Transfer Learning for Few-Shot Intent Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation.

[BibT_eX]

[DOI]

Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

Towards Realistic Single-Task Continuous Learning Research for NER.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

ADePT: Auto-encoder based Differentially Private Text Transformation.

[BibT_eX]

[DOI]

Satyapriya Krishna

Christophe Dupuy

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

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

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Automatic Discovery of Novel Intents & Domains from Text Utterances.

[BibT_eX]

[DOI]

CoRR, 2020

Towards classification parity across cohorts.

[BibT_eX]

[DOI]

CoRR, 2020

Design Considerations for Hypothesis Rejection Modules in Spoken Language Understanding Systems.

[BibT_eX]

[DOI]

Aman Alok

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

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

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Insights from Negative Results in NLP, 2020

2019

One-vs-All Models for Asynchronous Training: An Empirical Analysis.

[BibT_eX]

[DOI]

Aman Alok

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

On Evaluating CNN Representations for Low Resource Medical Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Modeling Multiple Time Series Annotations as Noisy Distortions of the Ground Truth: An Expectation-Maximization Approach.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2018

A Re-Ranker Scheme For Integrating Large Scale NLU Models.

[BibT_eX]

[DOI]

Chengwei Su

Spyros Matsoukas

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

On Enhancing Speech Emotion Recognition Using Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Smoothing Model Predictions Using Adversarial Training Procedures for Speech Based Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Semi-Supervised and Transfer Learning Approaches for Low Resource Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

SCL-UMD at the Medico Task-MediaEval 2017: Transfer Learning based Classification of Medical Images.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Adversarial Auto-Encoders for Speech Based Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Transfer Learning Between Concepts for Human Behavior Modeling: An Application to Sincerity and Deception Prediction.

[BibT_eX]

[DOI]

Qinyi Luo

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

An Affect Prediction Approach Through Depression Severity Parameter Incorporation in Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

A knowledge transfer and boosting approach to the prediction of affect in movies.

[BibT_eX]

[DOI]

Sabyasachee Baruah

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Multimodal detection of fake social media use through a fusion of classification and pairwise ranking systems.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Analysis of engagement behavior in children during dyadic interactions using prosodic cues.

[BibT_eX]

[DOI]

Daniel Bone

Sungbok Lee

Comput. Speech Lang., 2016

Detecting paralinguistic events in audio stream using context in features and probabilistic decisions.

[BibT_eX]

[DOI]

Sungbok Lee

Comput. Speech Lang., 2016

Inferring object rankings based on noisy pairwise comparisons from multiple annotators.

[BibT_eX]

[DOI]

CoRR, 2016

Online Affect Tracking with Multimodal Kalman Filters.

[BibT_eX]

[DOI]

Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, 2016

An Expectation Maximization Approach to Joint Modeling of Multidimensional Ratings Derived from Multiple Annotators.

[BibT_eX]

[DOI]

Anil Ramakrishna

Ruth B. Grossman

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Objective Language Feature Analysis in Children with Neurodevelopmental Disorders During Autism Assessment.

[BibT_eX]

[DOI]

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Laughter Valence Prediction in Motivational Interviewing Based on Lexical and Acoustic Cues.

[BibT_eX]

[DOI]

Nishant Nath

David C. Atkins

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Predicting Affective Dimensions Based on Self Assessed Depression Severity.

[BibT_eX]

[DOI]

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Automatic Estimation of Perceived Sincerity from Spoken Language.

[BibT_eX]

[DOI]

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Acoustic-Prosodic and Turn-Taking Features in Interactions with Children with Neurodevelopmental Disorders.

[BibT_eX]

[DOI]

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Pathological speech processing: State-of-the-art, current challenges, and future directions.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Predicting Affect in Music Using Regression Methods on Low Level Features.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Retrieving Social Images using Relevance Filtering and Diverse Selection.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Automatic estimation of parkinson's disease severity from diverse speech tasks.

[BibT_eX]

[DOI]

Jangwon Kim

Md. Nasir

Daniel Bone

Matthew P. Black

Zisis Iason Skordilis

Zhaojun Yang

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Analysis and modeling of the role of laughter in motivational interviewing based psychotherapy conversations.

[BibT_eX]

[DOI]

Theodora Chaspari

David C. Atkins

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Automated evaluation of non-native English pronunciation quality: combining knowledge- and data-driven features at multiple time scales.

[BibT_eX]

[DOI]

Matthew P. Black

Daniel Bone

Zisis Iason Skordilis

Sandeep Nallan Chakravarthula

Wei Xia

Pavlos Papadopoulos

Bo Xiao

Jangwon Kim

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

A mixture of experts approach towards intelligibility classification of pathological speech.

[BibT_eX]

[DOI]

Sandeep Nallan Chakravarthula

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A language-based generative model framework for behavioral analysis of couples' therapy.

[BibT_eX]

[DOI]

Brian R. Baucom

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Affect prediction in music using boosted ensemble of filters.

[BibT_eX]

[DOI]

Naveen Kumar

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Multimodal Prediction of Affective Dimensions and Depression in Human-Computer Interactions.

[BibT_eX]

[DOI]

Matthew Black

Alexandros Potamianos

Proceedings of the 4th International Workshop on Audio/Visual Emotion Challenge, 2014

Affective Feature Design and Predicting Continuous Affective Dimensions from Music.

[BibT_eX]

[DOI]

Jangwon Kim

Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Predicting client's inclination towards target behavior change in motivational interviewing and investigating the role of laughter.

[BibT_eX]

[DOI]

David C. Atkins

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Variable Span disfluency detection in ASR transcripts.

[BibT_eX]

[DOI]

Sankaranarayanan Ananthakrishnan

Zhaojun Yang

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Training ensemble of diverse classifiers on feature subsets.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Paralinguistic event detection from speech using probabilistic time-series smoothing and masking.

[BibT_eX]

[DOI]

Sungbok Lee

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

2012

Acoustical analysis of engagement behavior in children.

[BibT_eX]

[DOI]

Proceedings of the Third Workshop on Child, Computer and Interaction, 2012

Classification of emotional content of sighs in dyadic human interactions.

[BibT_eX]

[DOI]

Chi-Chun Lee