Nested LSTMs. - Joel Ruben Antony Moniz; David Krueger 001 (ACML, 2017)

MMGAN: Manifold Matching Generative Adversarial Network for Generating Images. - Noseong Park; Ankesh Anand; Joel Ruben Antony Moniz; Kookjin Lee; Tanmoy Chakraborty 002; Jaegul Choo; Hongkyu Park; Youngmin Kim (CoRR, 2017)

Phishing URL Detection with Oversampling based on Text Generative Adversarial Networks. - Ankesh Anand; Kshitij Gorde; Joel Ruben Antony Moniz; Noseong Park; Tanmoy Chakraborty 002; Bei-Tseng Chu (IEEE BigData, 2018)

MMGAN: Manifold-Matching Generative Adversarial Networks. - Noseong Park; Ankesh Anand; Joel Ruben Antony Moniz; Kookjin Lee; Jaegul Choo; David Keetae Park; Tanmoy Chakraborty 002; Hongkyu Park; Youngmin Kim (ICPR, 2018)

Linguistic Patterns and Cross Modality-based Image Retrieval for Complex Queries. - Chandramani Chaudhary; Poonam Goyal; Joel Ruben Antony Moniz; Navneet Goyal; Yi-Ping Phoebe Chen (ICMR, 2018)

Unsupervised Depth Estimation, 3D Face Rotation and Replacement. - Joel Ruben Antony Moniz; Christopher Beckham; Simon Rajotte; Sina Honari; Chris Pal (NeurIPS, 2018)

Learning to Relate from Captions and Bounding Boxes. - Sarthak Garg; Joel Ruben Antony Moniz; Anshu Aviral; Priyatham Bollimpalli (ACL (1), 2019)

Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces. - Barun Patra; Joel Ruben Antony Moniz; Sarthak Garg; Matthew R. Gormley; Graham Neubig (ACL (1), 2019)

Weakly Supervised Attention Networks for Entity Recognition. - Barun Patra; Joel Ruben Antony Moniz (EMNLP/IJCNLP (1), 2019)

Compression and Localization in Reinforcement Learning for ATARI Games. - Joel Ruben Antony Moniz; Barun Patra; Sarthak Garg (CoRR, 2019)

LucidDream: Controlled Temporally-Consistent DeepDream on Videos. - Joel Ruben Antony Moniz; Eunsu Kang 001; Barnabás Póczos (CoRR, 2019)

Noise-robust Named Entity Understanding for Virtual Assistants. - Deepak Muralidharan; Joel Ruben Antony Moniz; Sida Gao; Xiao Yang; Lin Li; Justine T. Kao; Stephen Pulman; Atish Kothari; Ray Shen; Yinying Pan; Vivek Kaul; Mubarak Seyed Ibrahim; et al. (CoRR, 2020)

DEXTER: Deep Encoding of External Knowledge for Named Entity Recognition in Virtual Assistants. - Deepak Muralidharan; Joel Ruben Antony Moniz; Weicheng Zhang; Stephen Pulman; Lin Li; Megan Barnes; Jingjing Pan; Jason D. Williams; Alex Acero (Interspeech, 2021)

Noise Robust Named Entity Understanding for Voice Assistants. - Deepak Muralidharan; Joel Ruben Antony Moniz; Sida Gao; Xiao Yang; Justine T. Kao; Stephen Pulman; Atish Kothari; Ray Shen; Yinying Pan; Vivek Kaul; Mubarak Seyed Ibrahim; Gang Xiang; et al. (NAACL-HLT (Industry Papers), 2021)

CREAD: Combined Resolution of Ellipses and Anaphora in Dialogues. - Bo-Hsiang Tseng; Shruti Bhargava; Jiarui Lu; Joel Ruben Antony Moniz; Dhivya Piraviperumal; Lin Li; Hong Yu (NAACL-HLT, 2021)

Using Pause Information for More Accurate Entity Recognition. - Sahas Dendukuri; Pooja Chitkara; Joel Ruben Antony Moniz; Xiao Yang; Manos Tsagkias; Stephen Pulman (CoRR, 2021)

MMIU: Dataset for Visual Intent Understanding in Multimodal Assistants. - Alkesh Patel; Joel Ruben Antony Moniz; Roman Nguyen; Nick Tzou; Hadas Kotek; Vincent Renkens (CoRR, 2021)

On Efficiently Acquiring Annotations for Multilingual Models. - Joel Ruben Antony Moniz; Barun Patra; Matthew Gormley 001 (ACL (2), 2022)

STEER: Semantic Turn Extension-Expansion Recognition for Voice Assistants. - Leon Liyang Zhang; Jiarui Lu; Joel Ruben Antony Moniz; Aditya Kulkarni; Dhivya Piraviperumal; Tien Dung Tran; Nick Tzou; Hong Yu (EMNLP (Industry Track), 2023)

5IDER: Unified Query Rewriting for Steering, Intent Carryover, Disfluencies, Entity Carryover and Repair. - Jiarui Lu; Bo-Hsiang Tseng; Joel Ruben Antony Moniz; Site Li; Xueyun Zhu; Hong Yu; Murat Akbacak (INTERSPEECH, 2023)

Intelligent Assistant Language Understanding On Device. - Cecilia Aas; Hisham Abdelsalam; Irina Belousova; Shruti Bhargava; Jianpeng Cheng 002; Robert Daland; Joris Driesen; Federico Flego; Tristan Guigue; Anders Johannsen; Partha Lal; Jiarui Lu; et al. (CoRR, 2023)

STEER: Semantic Turn Extension-Expansion Recognition for Voice Assistants. - Leon Liyang Zhang; Jiarui Lu; Joel Ruben Antony Moniz; Aditya Kulkarni; Dhivya Piraviperumal; Tien Dung Tran; Nicholas Tzou; Hong Yu (CoRR, 2023)

MARRS: Multimodal Reference Resolution System. - Halim Cagri Ates; Shruti Bhargava; Site Li; Jiarui Lu; Siddhardha Maddula; Joel Ruben Antony Moniz; Anil Kumar Nalamalapu; Roman Hoang Nguyen; Melis Özyildirim; Alkesh Patel; Dhivya Piraviperumal; Vincent Renkens; et al. (CoRR, 2023)

SynthDST: Synthetic Data is All You Need for Few-Shot Dialog State Tracking. - Atharva Kulkarni; Bo-Hsiang Tseng; Joel Ruben Antony Moniz; Dhivya Piraviperumal; Hong Yu; Shruti Bhargava (EACL (1), 2024)

Can Large Language Models Understand Context? - Yilun Zhu 001; Joel Ruben Antony Moniz; Shruti Bhargava; Jiarui Lu; Dhivya Piraviperumal; Site Li; Yuan Zhang; Hong Yu; Bo-Hsiang Tseng (EACL (Findings), 2024)

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages. - Holy Lovenia; Rahmad Mahendra; Salsabil Maulana Akbar; Lester James V. Miranda; Jennifer Santoso; Elyanah Aco; Akhdan Fadhilah; Jonibek Mansurov; Joseph Marvin Imperial; Onno Kampman; Joel Ruben Antony Moniz; Muhammad Ravi Shulthan Habibi; et al. (EMNLP, 2024)

ReALM: Reference Resolution as Language Modeling. - Joel Ruben Antony Moniz; Soundarya Krishnan; Melis Özyildirim; Prathamesh Saraf; Halim Cagri Ates; Yuan Zhang; Hong Yu (SIGDIAL, 2024)

ReALM: Reference Resolution As Language Modeling. - Joel Ruben Antony Moniz; Soundarya Krishnan; Melis Özyildirim; Prathamesh Saraf; Halim Cagri Ates; Yuan Zhang; Hong Yu; Nidhi Rajshree (CoRR, 2024)

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages. - Holy Lovenia; Rahmad Mahendra; Salsabil Maulana Akbar; Lester James V. Miranda; Jennifer Santoso; Elyanah Aco; Akhdan Fadhilah; Jonibek Mansurov; Joseph Marvin Imperial; Onno Pepijn Kampman; Joel Ruben Antony Moniz; Muhammad Ravi Shulthan Habibi; et al. (CoRR, 2024)

Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia. - Samuel Cahyawijaya; Holy Lovenia; Joel Ruben Antony Moniz; Tack Hwa Wong; Mohammad Rifqi Farhansyah; Thant Thiri Maung; Frederikus Hudi; David Anugraha; Muhammad Ravi Shulthan Habibi; Muhammad Reza Qorib; Amit Agarwal; Joseph Marvin Imperial; et al. (ACL (1), 2025)

Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia. - Samuel Cahyawijaya; Holy Lovenia; Joel Ruben Antony Moniz; Tack Hwa Wong; Mohammad Rifqi Farhansyah; Thant Thiri Maung; Frederikus Hudi; David Anugraha; Muhammad Ravi Shulthan Habibi; Muhammad Reza Qorib; Amit Agarwal; Joseph Marvin Imperial; et al. (CoRR, 2025)

Evaluating Evaluation Metrics - The Mirage of Hallucination Detection. - Atharva Kulkarni; Yuan Zhang; Joel Ruben Antony Moniz; Xiou Ge; Bo-Hsiang Tseng; Dhivya Piraviperumal; Swabha Swayamdipta; Hong Yu (CoRR, 2025)