Spandana Gella

77 papers A* 10A 1B 3C 1Misc 1Journal 38Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CUA-Suite: Massive Human-annotated Video Demonstrations for Computer-Use Agents. CoRR Xiangru Jian, Shravan Nayak, Kevin Qinghong Lin, Aarash Feizi, Kaixin Li, Patrice Bechard, Spandana Gella, Sai Rajeswar
2026	—	`conf`	StarFlow: Generating Structured Workflow Outputs From Sketch Images. EACL (Volume 1: Long Papers) Patrice Bechard, Chao Wang, Amirhossein Abaskohi, Juan A. Rodríguez, Christopher Pal, David Vázquez, Spandana Gella, Sai Rajeswar, Perouz Taslakian
2026	J	`jnl`	VectorGym: A Multitask Benchmark for SVG Code Generation, Sketching, and Editing. CoRR Juan A. Rodríguez, Haotian Zhang, Abhay Puri, Tianyang Zhang, Rishav Pramanik, Meng Lin, Xiaoqing Xie, Marco Terral, Darsh Kaushik, Aly Shariff, Perouz Taslakian, Spandana Gella, Sai Rajeswar, David Vázquez, Christopher Pal, Marco Pedersoli
2025	J	`jnl`	AgentAda: Skill-Adaptive Data Analytics for Tailored Insight Discovery. CoRR Amirhossein Abaskohi, Amrutha Varshini Ramesh, Shailesh Nanisetty, Chirag Goel, David Vázquez, Christopher Pal, Spandana Gella, Giuseppe Carenini, Issam H. Laradji
2025	J	`jnl`	AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Understanding. CoRR Ahmed Masry, Juan A. Rodríguez, Tianyu Zhang, Suyuchen Wang, Chao Wang, Aarash Feizi, Akshay Kalkunte Suresh, Abhay Puri, Xiangru Jian, Pierre-André Noël, Sathwik Tejaswi Madhusudhan, Marco Pedersoli, Bang Liu, Nicolas Chapados, Yoshua Bengio, Enamul Hoque, Christopher Pal, Issam H. Laradji, David Vázquez, Perouz Taslakian, Spandana Gella, Sai Rajeswar
2025	J	`jnl`	Augmenting LLM Reasoning with Dynamic Notes Writing for Complex QA. CoRR Rishabh Maheshwary, Masoud Hashemi, Khyati Mahajan, Shiva Krishna Reddy Malay, Sai Rajeswar, Sathwik Tejaswi Madhusudhan, Spandana Gella, Vikas Yadav
2025	J	`jnl`	BigCharts-R1: Enhanced Chart Reasoning with Visual Reinforcement Finetuning. CoRR Ahmed Masry, Abhay Puri, Masoud Hashemi, Juan A. Rodríguez, Megh Thakkar, Khyati Mahajan, Vikas Yadav, Sathwik Tejaswi Madhusudhan, Alexandre Piché, Dzmitry Bahdanau, Christopher Pal, David Vázquez, Enamul Hoque, Perouz Taslakian, Sai Rajeswar, Spandana Gella
2025	—	`conf`	ColMate: Contrastive Late Interaction and Masked Text for Multimodal Document Retrieval. EMNLP (Industry Track) Ahmed Masry, Megh Thakkar, Patrice Bechard, Sathwik Tejaswi Madhusudhan, Rabiul Awal, Shambhavi Mishra, Akshay Kalkunte Suresh, Srivatsava Daruru, Enamul Hoque, Spandana Gella, Torsten Scholak, Sai Rajeswar
2025	J	`jnl`	ColMate: Contrastive Late Interaction and Masked Text for Multimodal Document Retrieval. CoRR Ahmed Masry, Megh Thakkar, Patrice Bechard, Sathwik Tejaswi Madhusudhan, Rabiul Awal, Shambhavi Mishra, Akshay Kalkunte Suresh, Srivatsava Daruru, Enamul Hoque, Spandana Gella, Torsten Scholak, Sai Rajeswar
2025	J	`jnl`	DRBench: A Realistic Benchmark for Enterprise Deep Research. CoRR Amirhossein Abaskohi, Tianyi Chen, Miguel Muñoz-Mármol, Curtis Fox, Amrutha Varshini Ramesh, Étienne Marcotte, Xing Han Lù, Nicolas Chapados, Spandana Gella, Christopher Pal, Alexandre Drouin, Issam H. Laradji
2025	—	`conf`	FM2DS: Few-Shot Multimodal Multihop Data Synthesis with Knowledge Distillation for Question Answering. EMNLP (Findings) Amirhossein Abaskohi, Spandana Gella, Giuseppe Carenini, Issam H. Laradji
2025	J	`jnl`	Grounding Computer Use Agents on Human Demonstrations. CoRR Aarash Feizi, Shravan Nayak, Xiangru Jian, Kevin Qinghong Lin, Kaixin Li, Rabiul Awal, Xing Han Lù, Johan Obando-Ceron, Juan A. Rodríguez, Nicolas Chapados, David Vázquez, Adriana Romero-Soriano, Reihaneh Rabbany, Perouz Taslakian, Christopher Pal, Spandana Gella, Sai Rajeswar
2025	J	`jnl`	Improving GUI Grounding with Explicit Position-to-Coordinate Mapping. CoRR Suyuchen Wang, Tianyu Zhang, Ahmed Masry, Christopher Pal, Spandana Gella, Bang Liu, Perouz Taslakian
2025	J	`jnl`	PairBench: A Systematic Framework for Selecting Reliable Judge VLMs. CoRR Aarash Feizi, Sai Rajeswar, Adriana Romero-Soriano, Reihaneh Rabbany, Spandana Gella, Valentina Zantedeschi, João Monteiro
2025	J	`jnl`	Rendering-Aware Reinforcement Learning for Vector Graphics Generation. CoRR Juan A. Rodríguez, Haotian Zhang, Abhay Puri, Aarash Feizi, Rishav Pramanik, Pascal Wichmann, Arnab Kumar Mondal, Mohammad Reza Samsami, Rabiul Awal, Perouz Taslakian, Spandana Gella, Sai Rajeswar, David Vázquez, Christopher Pal, Marco Pedersoli
2025	A*	`conf`	SafeArena: Evaluating the Safety of Autonomous Web Agents. ICML Ada Defne Tur, Nicholas Meade, Xing Han Lù, Alejandra Zambrano, Arkil Patel, Esin Durmus, Spandana Gella, Karolina Stanczak, Siva Reddy
2025	J	`jnl`	SafeArena: Evaluating the Safety of Autonomous Web Agents. CoRR Ada Defne Tur, Nicholas Meade, Xing Han Lù, Alejandra Zambrano, Arkil Patel, Esin Durmus, Spandana Gella, Karolina Stanczak, Siva Reddy
2025	J	`jnl`	StarFlow: Generating Structured Workflow Outputs From Sketch Images. CoRR Patrice Bechard, Chao Wang, Amirhossein Abaskohi, Juan A. Rodríguez, Christopher Pal, David Vázquez, Spandana Gella, Sai Rajeswar, Perouz Taslakian
2025	A*	`conf`	UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction. ICML Shravan Nayak, Xiangru Jian, Kevin Qinghong Lin, Juan A. Rodríguez, Montek Kalsi, Nicolas Chapados, M. Tamer Özsu, Aishwarya Agrawal, David Vázquez, Christopher Pal, Perouz Taslakian, Spandana Gella, Sai Rajeswar
2025	J	`jnl`	UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction. CoRR Shravan Nayak, Xiangru Jian, Kevin Qinghong Lin, Juan A. Rodríguez, Montek Kalsi, Rabiul Awal, Nicolas Chapados, M. Tamer Özsu, Aishwarya Agrawal, David Vázquez, Christopher Pal, Perouz Taslakian, Spandana Gella, Sai Rajeswar
2025	A*	`conf`	WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation. EMNLP Rabiul Awal, Mahsa Massoud, Aarash Feizi, Zichao Li, Suyuchen Wang, Christopher Pal, Aishwarya Agrawal, David Vázquez, Siva Reddy, Juan A. Rodríguez, Perouz Taslakian, Spandana Gella, Sai Rajeswar
2025	J	`jnl`	WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation. CoRR Rabiul Awal, Mahsa Massoud, Aarash Feizi, Zichao Li, Suyuchen Wang, Christopher Pal, Aishwarya Agrawal, David Vázquez, Siva Reddy, Juan A. Rodríguez, Perouz Taslakian, Spandana Gella, Sai Rajeswar
2024	J	`jnl`	BigDocs: An Open and Permissively-Licensed Dataset for Training Multimodal Models on Document and Code Tasks. CoRR Juan A. Rodríguez, Xiangru Jian, Siba Smarak Panigrahi, Tianyu Zhang, Aarash Feizi, Abhay Puri, Akshay Kalkunte, François Savard, Ahmed Masry, Shravan Nayak, Rabiul Awal, Mahsa Massoud, Amirhossein Abaskohi, Zichao Li, Suyuchen Wang, Pierre-André Noël, Mats Leon Richter, Saverio Vadacchino, Shubbam Agarwal, Sanket Biswas, Sara Shanian, Ying Zhang, Noah Bolger, Kurt MacDonald, Simon Fauvel, Sathwik Tejaswi, Srinivas Sunkara, João Monteiro, Krishnamurthy Dj Dvijotham, Torsten Scholak, Nicolas Chapados, Sepideh Kharagani, Sean Hughes, M. Tamer Özsu, Siva Reddy, Marco Pedersoli, Yoshua Bengio, Christopher Pal, Issam H. Laradji, Spandana Gella, Perouz Taslakian, David Vázquez, Sai Rajeswar
2024	J	`jnl`	FM2DS: Few-Shot Multimodal Multihop Data Synthesis with Knowledge Distillation for Question Answering. CoRR Amirhossein Abaskohi, Spandana Gella, Giuseppe Carenini, Issam H. Laradji
2023	B	`conf`	"What do others think?": Task-Oriented Conversational Modeling with Subjective Knowledge. SIGDIAL Chao Zhao, Spandana Gella, Seokhwan Kim, Di Jin, Devamanyu Hazarika, Alexandros Papangelis, Behnam Hedayatnia, Mahdi Namazifar, Yang Liu, Dilek Hakkani-Tur
2023	J	`jnl`	"What do others think?": Task-Oriented Conversational Modeling with Subjective Knowledge. CoRR Chao Zhao, Spandana Gella, Seokhwan Kim, Di Jin, Devamanyu Hazarika, Alexandros Papangelis, Behnam Hedayatnia, Mahdi Namazifar, Yang Liu, Dilek Hakkani-Tur
2023	—	`conf`	DialGuide: Aligning Dialogue Model Behavior with Developer Guidelines. EMNLP (Findings) Prakhar Gupta, Yang Liu, Di Jin, Behnam Hedayatnia, Spandana Gella, Sijia Liu, Patrick Lange, Julia Hirschberg, Dilek Hakkani-Tur
2023	J	`jnl`	Multimodal Contextualized Plan Prediction for Embodied Task Completion. CoRR Mert Inan, Aishwarya Padmakumar, Spandana Gella, Patrick Lange, Dilek Hakkani-Tur
2023	A*	`conf`	Multimodal Embodied Plan Prediction Augmented with Synthetic Embodied Dialogue. EMNLP Aishwarya Padmakumar, Mert Inan, Spandana Gella, Patrick Lange, Dilek Hakkani-Tur
2023	—	`conf`	Using In-Context Learning to Improve Dialogue Safety. EMNLP (Findings) Nicholas Meade, Spandana Gella, Devamanyu Hazarika, Prakhar Gupta, Di Jin, Siva Reddy, Yang Liu, Dilek Hakkani-Tur
2023	J	`jnl`	Using In-Context Learning to Improve Dialogue Safety. CoRR Nicholas Meade, Spandana Gella, Devamanyu Hazarika, Prakhar Gupta, Di Jin, Siva Reddy, Yang Liu, Dilek Hakkani-Tür
2022	A*	`conf`	ALFRED-L: Investigating the Role of Language for Action Learning in Interactive Visual Environments. EMNLP Arjun R. Akula, Spandana Gella, Aishwarya Padmakumar, Mahdi Namazifar, Mohit Bansal, Jesse Thomason, Dilek Hakkani-Tur
2022	—	`conf`	Analyzing the Limits of Self-Supervision in Handling Bias in Language. EMNLP (Findings) Lisa Bauer, Karthik Gopalakrishnan, Spandana Gella, Yang Liu, Mohit Bansal, Dilek Hakkani-Tur
2022	J	`jnl`	DialGuide: Aligning Dialogue Model Behavior with Developer Guidelines. CoRR Prakhar Gupta, Yang Liu, Di Jin, Behnam Hedayatnia, Spandana Gella, Sijia Liu, Patrick Lange, Julia Hirschberg, Dilek Hakkani-Tur
2022	B	`conf`	Dialog Acts for Task Driven Embodied Agents. SIGDIAL Spandana Gella, Aishwarya Padmakumar, Patrick Lange, Dilek Hakkani-Tur
2022	J	`jnl`	Dialog Acts for Task-Driven Embodied Agents. CoRR Spandana Gella, Aishwarya Padmakumar, Patrick Lange, Dilek Hakkani-Tur
2022	—	`ed.`	Proceedings of the 7th Workshop on Representation Learning for NLP, RepL4NLP@ACL 2022, Dublin, Ireland, May 26, 2022 RepL4NLP@ACL Spandana Gella, He He, Bodhisattwa Prasad Majumder, Burcu Can, Eleonora Giunchiglia, Samuel Cahyawijaya, Sewon Min, Maximilian Mozes, Xiang Lorraine Li, Isabelle Augenstein, Anna Rogers, Kyunghyun Cho, Edward Grefenstette, Laura Rimell, Chris Dyer
2022	A*	`conf`	TEACh: Task-Driven Embodied Agents That Chat. AAAI Aishwarya Padmakumar, Jesse Thomason, Ayush Shrivastava, Patrick Lange, Anjali Narayan-Chen, Spandana Gella, Robinson Piramuthu, Gökhan Tür, Dilek Hakkani-Tür
2021	J	`jnl`	Analyzing the Limits of Self-Supervision in Handling Bias in Language. CoRR Lisa Bauer, Karthik Gopalakrishnan, Spandana Gella, Yang Liu, Mohit Bansal, Dilek Hakkani-Tur
2021	—	`conf`	Mind the Context: The Impact of Contextualization in Neural Module Networks for Grounding Visual Referring Expressions. EMNLP (1) Arjun R. Akula, Spandana Gella, Keze Wang, Song-Chun Zhu, Siva Reddy
2021	J	`jnl`	Rome was built in 1776: A Case Study on Factual Correctness in Knowledge-Grounded Response Generation. CoRR Sashank Santhanam, Behnam Hedayatnia, Spandana Gella, Aishwarya Padmakumar, Seokhwan Kim, Yang Liu, Dilek Hakkani-Tur
2021	J	`jnl`	TEACh: Task-driven Embodied Agents that Chat. CoRR Aishwarya Padmakumar, Jesse Thomason, Ayush Shrivastava, Patrick Lange, Anjali Narayan-Chen, Spandana Gella, Robinson Piramuthu, Gökhan Tür, Dilek Hakkani-Tür
2020	J	`jnl`	An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models. CoRR Lifu Tu, Garima Lalwani, Spandana Gella, He He
2020	J	`jnl`	An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models. Trans. Assoc. Comput. Linguistics Lifu Tu, Garima Lalwani, Spandana Gella, He He
2020	J	`jnl`	Grounded Sequence to Sequence Transduction. IEEE J. Sel. Top. Signal Process. Lucia Specia, Loïc Barrault, Ozan Caglayan, Amanda Cardoso Duarte, Desmond Elliott, Spandana Gella, Nils Holzenberger, Chiraag Lala, Sun Jae Lee, Jindrich Libovický, Pranava Madhyastha, Florian Metze, Karl Mulligan, Alissa Ostapenko, Shruti Palaskar, Ramon Sanabria, Josiah Wang, Raman Arora
2020	—	`ed.`	Proceedings of the 5th Workshop on Representation Learning for NLP, RepL4NLP@ACL 2020, Online, July 9, 2020 RepL4NLP@ACL Spandana Gella, Johannes Welbl, Marek Rei, Fabio Petroni, Patrick Lewis, Emma Strubell, Min Joon Seo, Hannaneh Hajishirzi
2020	A*	`conf`	Words Aren't Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions. ACL Arjun R. Akula, Spandana Gella, Yaser Al-Onaizan, Song-Chun Zhu, Siva Reddy
2020	J	`jnl`	Words aren't enough, their order matters: On the Robustness of Grounding Visual Referring Expressions. CoRR Arjun R. Akula, Spandana Gella, Yaser Al-Onaizan, Song-Chun Zhu, Siva Reddy
2019	—	`conf`	Cross-lingual Visual Verb Sense Disambiguation. NAACL-HLT (1) Spandana Gella, Desmond Elliott, Frank Keller
2019	J	`jnl`	Cross-lingual Visual Verb Sense Disambiguation. CoRR Spandana Gella, Desmond Elliott, Frank Keller
2019	J	`jnl`	Disambiguating Visual Verbs. IEEE Trans. Pattern Anal. Mach. Intell. Spandana Gella, Frank Keller, Mirella Lapata
2019	—	`conf`	Multimodal Abstractive Summarization for How2 Videos. ACL (1) Shruti Palaskar, Jindrich Libovický, Spandana Gella, Florian Metze
2019	J	`jnl`	Multimodal Abstractive Summarization for How2 Videos. CoRR Shruti Palaskar, Jindrich Libovický, Spandana Gella, Florian Metze
2019	J	`jnl`	Neural Word Decomposition Models for Abusive Language Detection. CoRR Sravan Babu Bodapati, Spandana Gella, Kasturi Bhattacharjee, Yaser Al-Onaizan
2019	—	`ed.`	Proceedings of the 4th Workshop on Representation Learning for NLP, RepL4NLP@ACL 2019, Florence, Italy, August 2, 2019. RepL4NLP@ACL Isabelle Augenstein, Spandana Gella, Sebastian Ruder, Katharina Kann, Burcu Can, Johannes Welbl, Alexis Conneau, Xiang Ren, Marek Rei
2019	—	`—`	Visual context for verb sense disambiguation and multilingual representation learning. Spandana Gella
2018	A*	`conf`	A Dataset for Telling the Stories of Social Media Videos. EMNLP Spandana Gella, Mike Lewis, Marcus Rohrbach
2018	—	`conf`	An Evaluation of Image-Based Verb Prediction Models against Human Eye-Tracking Data. NAACL-HLT (2) Spandana Gella, Frank Keller
2018	—	`ed.`	Proceedings of The Third Workshop on Representation Learning for NLP, Rep4NLP@ACL 2018, Melbourne, Australia, July 20, 2018 Rep4NLP@ACL Isabelle Augenstein, Kris Cao, He He, Felix Hill, Spandana Gella, Jamie Kiros, Hongyuan Mei, Dipendra Misra
2017	—	`conf`	An Analysis of Action Recognition Datasets for Language and Vision Tasks. ACL (2) Spandana Gella, Frank Keller
2017	J	`jnl`	An Analysis of Action Recognition Datasets for Language and Vision Tasks. CoRR Spandana Gella, Frank Keller
2017	A*	`conf`	Image Pivoting for Learning Multilingual Multimodal Representations. EMNLP Spandana Gella, Rico Sennrich, Frank Keller, Mirella Lapata
2017	J	`jnl`	Image Pivoting for Learning Multilingual Multimodal Representations. CoRR Spandana Gella, Rico Sennrich, Frank Keller, Mirella Lapata
2017	—	`ed.`	Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017, Vancouver, Canada, July 30 - August 4, Student Research Workshop ACL (Student Research Workshop) Allyson Ettinger, Spandana Gella, Matthieu Labeau, Cecilia Ovesdotter Alm, Marine Carpuat, Mark Dredze
2016	—	`conf`	Unsupervised Visual Sense Disambiguation for Verbs using Multimodal Embeddings. HLT-NAACL Spandana Gella, Mirella Lapata, Frank Keller
2016	J	`jnl`	Unsupervised Visual Sense Disambiguation for Verbs using Multimodal Embeddings. CoRR Spandana Gella, Mirella Lapata, Frank Keller
2016	C	`conf`	Viral Spread via Entertainment and Voice-Messaging Among Telephone Users in India. ICTD Agha Ali Raza, Rajat Kulshreshtha, Spandana Gella, Sean Blagsvedt, Maya Chandrasekaran, Bhiksha Raj, Roni Rosenfeld
2015	J	`jnl`	Assisting Composition of Email Responses: a Topic Prediction Approach. CoRR Spandana Gella, Marc Dymetman, Jean-Michel Renders, Sriram Venkatapathy
2014	—	`conf`	"ye word kis lang ka hai bhai?" Testing the Limits of Word level Language Identification. ICON Spandana Gella, Kalika Bali, Monojit Choudhury
2014	—	`conf`	Learning Word Sense Distributions, Detecting Unattested Senses and Identifying Novel Senses Using Topic Models. ACL (1) Jey Han Lau, Paul Cook, Diana McCarthy, Spandana Gella, Timothy Baldwin
2014	B	`conf`	Mapping WordNet Domains, WordNet Topics and Wikipedia Categories to Generate Multilingual Domain Specific Resources. LREC Spandana Gella, Carlo Strapparava, Vivi Nastase
2014	A	`conf`	One Sense per Tweeter ... and Other Lexical Semantic Tales of Twitter. EACL Spandana Gella, Paul Cook, Timothy Baldwin
2014	A*	`conf`	POS Tagging of English-Hindi Code-Mixed Social Media Content. EMNLP Yogarshi Vyas, Spandana Gella, Jatin Sharma, Kalika Bali, Monojit Choudhury
2013	—	`conf`	UniMelb_NLP-CORE: Integrating predictions from multiple domains and feature sets for estimating semantic textual similarity. *SEM@NAACL-HLT Spandana Gella, Bahar Salehi, Marco Lui, Karl Grieser, Paul Cook, Timothy Baldwin
2013	—	`conf`	Unsupervised Word Usage Similarity in Social Media Texts. *SEM@NAACL-HLT Spandana Gella, Paul Cook, Bo Han
2012	Misc	`conf`	Automatic sentence classifier using sentence ordering features for Event Based Medicine: Shared task system description. ALTA Spandana Gella, Duong Thanh Long
2012	—	`conf`	DSS: Text Similarity Using Lexical Alignments of Form, Distributional Semantics and Grammatical Relations. SemEval@NAACL-HLT Diana McCarthy, Spandana Gella, Siva Reddy