Spandana Gella

According to our database, Spandana Gella authored at least 37 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

FM2DS: Few-Shot Multimodal Multihop Data Synthesis with Knowledge Distillation for Question Answering.

Amirhossein Abaskohi, Spandana Gella, Giuseppe Carenini, Issam H. Laradji

CoRR, 2024

BigDocs: An Open and Permissively-Licensed Dataset for Training Multimodal Models on Document and Code Tasks.

Juan Rodriguez, 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. Özsu, Siva Reddy, Marco Pedersoli, Yoshua Bengio, Christopher Pal, Issam H. Laradji, Spandana Gella, Perouz Taslakian, David Vázquez, Sai Rajeswar

CoRR, 2024

2023

Multimodal Contextualized Plan Prediction for Embodied Task Completion.

Mert Inan, Aishwarya Padmakumar, Spandana Gella, Patrick Lange, Dilek Hakkani-Tur

CoRR, 2023

"What do others think?": Task-Oriented Conversational Modeling with Subjective Knowledge.

Chao Zhao, Spandana Gella, Seokhwan Kim, Di Jin, Devamanyu Hazarika, Alexandros Papangelis, Behnam Hedayatnia, Mahdi Namazifar, Yang Liu, Dilek Hakkani-Tur

Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, 2023

Multimodal Embodied Plan Prediction Augmented with Synthetic Embodied Dialogue.

Aishwarya Padmakumar, Mert Inan, Spandana Gella, Patrick Lange, Dilek Hakkani-Tur

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

Using In-Context Learning to Improve Dialogue Safety.

Nicholas Meade, Spandana Gella, Devamanyu Hazarika, Prakhar Gupta, Di Jin, Siva Reddy, Yang Liu, Dilek Hakkani-Tur

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

DialGuide: Aligning Dialogue Model Behavior with Developer Guidelines.

Prakhar Gupta, Yang Liu, Di Jin, Behnam Hedayatnia, Spandana Gella, Sijia Liu, Patrick Lange, Julia Hirschberg, Dilek Hakkani-Tur

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

2022

Dialog Acts for Task Driven Embodied Agents.

Spandana Gella, Aishwarya Padmakumar, Patrick Lange, Dilek Hakkani-Tur

Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2022

Analyzing the Limits of Self-Supervision in Handling Bias in Language.

Lisa Bauer, Karthik Gopalakrishnan, Spandana Gella, Yang Liu, Mohit Bansal, Dilek Hakkani-Tur

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

ALFRED-L: Investigating the Role of Language for Action Learning in Interactive Visual Environments.

Arjun R. Akula, Spandana Gella, Aishwarya Padmakumar, Mahdi Namazifar, Mohit Bansal, Jesse Thomason, Dilek Hakkani-Tur

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

TEACh: Task-Driven Embodied Agents That Chat.

Aishwarya Padmakumar, Jesse Thomason, Ayush Shrivastava, Patrick Lange, Anjali Narayan-Chen, Spandana Gella, Robinson Piramuthu, Gökhan Tür, Dilek Hakkani-Tür

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Rome was built in 1776: A Case Study on Factual Correctness in Knowledge-Grounded Response Generation.

Sashank Santhanam, Behnam Hedayatnia, Spandana Gella, Aishwarya Padmakumar, Seokhwan Kim, Yang Liu, Dilek Hakkani-Tur

CoRR, 2021

Mind the Context: The Impact of Contextualization in Neural Module Networks for Grounding Visual Referring Expressions.

Arjun R. Akula, Spandana Gella, Keze Wang, Song-Chun Zhu, Siva Reddy

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models.

Lifu Tu, Garima Lalwani, Spandana Gella, He He

Trans. Assoc. Comput. Linguistics, 2020

Grounded Sequence to Sequence Transduction.

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

IEEE J. Sel. Top. Signal Process., 2020

Words Aren't Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions.

Arjun R. Akula, Spandana Gella, Yaser Al-Onaizan, Song-Chun Zhu, Siva Reddy

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Visual context for verb sense disambiguation and multilingual representation learning.

Spandana Gella

PhD thesis, 2019

Disambiguating Visual Verbs.

Spandana Gella, Frank Keller, Mirella Lapata

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Neural Word Decomposition Models for Abusive Language Detection.

Sravan Babu Bodapati, Spandana Gella, Kasturi Bhattacharjee, Yaser Al-Onaizan

CoRR, 2019

Cross-lingual Visual Verb Sense Disambiguation.

Spandana Gella, Desmond Elliott, Frank Keller

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Multimodal Abstractive Summarization for How2 Videos.

Shruti Palaskar, Jindrich Libovický, Spandana Gella, Florian Metze

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

An Evaluation of Image-Based Verb Prediction Models against Human Eye-Tracking Data.

Spandana Gella, Frank Keller

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

A Dataset for Telling the Stories of Social Media Videos.

Spandana Gella, Mike Lewis, Marcus Rohrbach

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

Image Pivoting for Learning Multilingual Multimodal Representations.

Spandana Gella, Rico Sennrich, Frank Keller, Mirella Lapata

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

An Analysis of Action Recognition Datasets for Language and Vision Tasks.

Spandana Gella, Frank Keller

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Unsupervised Visual Sense Disambiguation for Verbs using Multimodal Embeddings.

Spandana Gella, Mirella Lapata, Frank Keller

Proceedings of the NAACL HLT 2016, 2016

Viral Spread via Entertainment and Voice-Messaging Among Telephone Users in India.

Agha Ali Raza, Rajat Kulshreshtha, Spandana Gella, Sean Blagsvedt, Maya Chandrasekaran, Bhiksha Raj, Roni Rosenfeld

Proceedings of the Eighth International Conference on Information and Communication Technologies and Development, 2016

2015

Assisting Composition of Email Responses: a Topic Prediction Approach.

Spandana Gella, Marc Dymetman, Jean-Michel Renders, Sriram Venkatapathy

CoRR, 2015

2014

Mapping WordNet Domains, WordNet Topics and Wikipedia Categories to Generate Multilingual Domain Specific Resources.

Spandana Gella, Carlo Strapparava, Vivi Nastase

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

"ye word kis lang ka hai bhai?" Testing the Limits of Word level Language Identification.

Spandana Gella, Kalika Bali, Monojit Choudhury

Proceedings of the 11th International Conference on Natural Language Processing, 2014

POS Tagging of English-Hindi Code-Mixed Social Media Content.

Yogarshi Vyas, Spandana Gella, Jatin Sharma, Kalika Bali, Monojit Choudhury

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

One Sense per Tweeter ... and Other Lexical Semantic Tales of Twitter.

Spandana Gella, Paul Cook, Timothy Baldwin

Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

Learning Word Sense Distributions, Detecting Unattested Senses and Identifying Novel Senses Using Topic Models.

Jey Han Lau, Paul Cook, Diana McCarthy, Spandana Gella, Timothy Baldwin

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

UniMelb_NLP-CORE: Integrating predictions from multiple domains and feature sets for estimating semantic textual similarity.

Spandana Gella, Bahar Salehi, Marco Lui, Karl Grieser, Paul Cook, Timothy Baldwin

Proceedings of the Second Joint Conference on Lexical and Computational Semantics, 2013

Unsupervised Word Usage Similarity in Social Media Texts.

Spandana Gella, Paul Cook, Bo Han

Proceedings of the Second Joint Conference on Lexical and Computational Semantics, 2013

2012

DSS: Text Similarity Using Lexical Alignments of Form, Distributional Semantics and Grammatical Relations.

Diana McCarthy, Spandana Gella, Siva Reddy

Proceedings of the 6th International Workshop on Semantic Evaluation, 2012

Automatic sentence classifier using sentence ordering features for Event Based Medicine: Shared task system description.

Spandana Gella, Duong Thanh Long

Proceedings of the Australasian Language Technology Association Workshop, 2012