Koustava Goswami

55 papers A* 9A 3B 3Journal 27Unranked 13
YearRankTypeTitle / Venue / Authors
2026 A* conf
Agentic Design Review System.
AAAI
Sayan Nag, K. J. Joseph, Koustava Goswami, Vlad I. Morariu, Balaji Vasan Srinivasan
2026 A* conf
Crossing Borders: A Multimodal Challenge for Indian Poetry Translation and Image Generation.
AAAI
Sofia Jamil, Kotla Sai Charan, Sriparna Saha, Koustava Goswami, K. J. Joseph
2026 — conf
Decomposition-Enhanced Training for Post-Hoc Attributions in Language Models.
EACL (Volume 1: Long Papers)
Sriram Balasubramanian, Samyadeep Basu, Koustava Goswami, Ryan Anthony Rossi, Varun Manjunatha, Roshan Santhosh, Ruiyi Zhang, Soheil Feizi, Nedim Lipka
2026 J jnl
Enhancing Multilingual Embeddings via Multi-Way Parallel Text Alignment.
CoRR
Barah Fazili, Koustava Goswami
2026 J jnl
Human-Aligned MLLM Judges for Fine-Grained Image Editing Evaluation: A Benchmark, Framework, and Analysis.
CoRR
Runzhou Liu, Hailey Weingord, Sejal Mittal, Prakhar Dungarwal, Anusha Nandula, Bo Ni, Samyadeep Basu, Hongjie Chen, Nesreen K. Ahmed, Li Li, Jiayi Zhang, Koustava Goswami, Subhojyoti Mukherjee, Branislav Kveton, Puneet Mathur, Franck Dernoncourt, Yue Zhao, Yu Wang, Ryan A. Rossi, Zhengzhong Tu, Hongru Du
2026 J jnl
SmartChunk Retrieval: Query-Aware Chunk Compression with Planning for Efficient Document RAG.
CoRR
Xuechen Zhang, Koustava Goswami, Samet Oymak, Jiasi Chen, Nedim Lipka
2026 A* conf
Step-by-step Layered Design Generation.
AAAI
Faizan Farooq Khan, K. J. Joseph, Koustava Goswami, Mohamed Elhoseiny, Balaji Vasan Srinivasan
2025 J jnl
Agentic Design Review System.
CoRR
Sayan Nag, K. J. Joseph, Koustava Goswami, Vlad I. Morariu, Balaji Vasan Srinivasan
2025 — conf
Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs.
NAACL (Long Papers)
Anirudh Phukan, Divyansh, Harshit Kumar Morj, Vaishnavi, Apoorv Saxena, Koustava Goswami
2025 J jnl
Crossing Borders: A Multimodal Challenge for Indian Poetry Translation and Image Generation.
CoRR
Sofia Jamil, Kotla Sai Charan, Sriparna Saha, Koustava Goswami, K. J. Joseph
2025 J jnl
Decomposition-Enhanced Training for Post-Hoc Attributions In Language Models.
CoRR
Sriram Balasubramaniam, Samyadeep Basu, Koustava Goswami, Ryan A. Rossi, Varun Manjunatha, Roshan Santhosh, Ruiyi Zhang, Soheil Feizi, Nedim Lipka
2025 J jnl
Do It Yourself (DIY): Modifying Images for Poems in a Zero-Shot Setting Using Weighted Prompt Manipulation.
CoRR
Sofia Jamil, Kotla Sai Charan, Sriparna Saha, Koustava Goswami, K. J. Joseph
2025 A conf
PoemTale Diffusion: Minimising Information Loss in Poem to Image Generation with Multi-Stage Prompt Refinement.
ECAI
Sofia Jamil, Bollampalli Areen Reddy, Raghvendra Kumar, Sriparna Saha, Koustava Goswami
2025 J jnl
PoemTale Diffusion: Minimising Information Loss in Poem to Image Generation with Multi-Stage Prompt Refinement.
CoRR
Sofia Jamil, Bollampalli Areen Reddy, Raghvendra Kumar, Sriparna Saha, Koustava Goswami, K. J. Joseph
2025 B conf
Poetry in Pixels: Prompt Tuning for Poem Image Generation via Diffusion Models.
COLING
Sofia Jamil, Bollampalli Areen Reddy, Raghvendra Kumar, Sriparna Saha, K. J. Joseph, Koustava Goswami
2025 J jnl
Poetry in Pixels: Prompt Tuning for Poem Image Generation via Diffusion Models.
CoRR
Sofia Jamil, Bollampalli Areen Reddy, Raghvendra Kumar, Sriparna Saha, K. J. Joseph, Koustava Goswami
2025 A* conf
Reasoning and Planning for Multimodal Large Language Models: A Multilingual and Cross-Domain Exploration.
ACM Multimedia
Sarmistha Das, Akash Ghosh, Sriparna Saha, Koustava Goswami, K. J. Joseph
2025 J jnl
Step-by-step Layered Design Generation.
CoRR
Faizan Farooq Khan, K. J. Joseph, Koustava Goswami, Mohamed Elhoseiny, Balaji Vasan Srinivasan
2025 A* conf
Subjective Behaviors and Preferences in LLM: Language of Browsing.
EMNLP
Sai Sundaresan, Harshita Chopra, Atanu R. Sinha, Koustava Goswami, Nagasai Saketh Naidu, Raghav Karan, N. Anushka
2025 J jnl
Subjective Behaviors and Preferences in LLM: Language of Browsing.
CoRR
Sai Sundaresan, Harshita Chopra, Atanu R. Sinha, Koustava Goswami, Nagasai Saketh Naidu, Raghav Karan, N. Anushka
2024 J jnl
"Confidently Nonsensical?": A Critical Survey on the Perspectives and Challenges of 'Hallucinations' in NLP.
CoRR
Pranav Narayanan Venkit, Tatiana Chakravorti, Vipul Gupta, Heidi Biggs, Mukund Srinath, Koustava Goswami, Sarah Rajtmajer, Shomir Wilson
2024 A* conf
An Audit on the Perspectives and Challenges of Hallucinations in NLP.
EMNLP
Pranav Narayanan Venkit, Tatiana Chakravorti, Vipul Gupta, Heidi Biggs, Mukund Srinath, Koustava Goswami, Sarah Rajtmajer, Shomir Wilson
2024 J jnl
Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs.
CoRR
Anirudh Phukan, Divyansh, Harshit Kumar Morj, Vaishnavi, Apoorv Saxena, Koustava Goswami
2024 A* conf
CoPL: Contextual Prompt Learning for Vision-Language Understanding.
AAAI
Koustava Goswami, Srikrishna Karanam, Prateksha Udhayanan, K. J. Joseph, Balaji Vasan Srinivasan
2024 A* conf
Enhancing Post-Hoc Attributions in Long Document Comprehension via Coarse Grained Answer Decomposition.
EMNLP
Pritika Ramu, Koustava Goswami, Apoorv Saxena, Balaji Vasan Srinivasan
2024 J jnl
Enhancing Post-Hoc Attributions in Long Document Comprehension via Coarse Grained Answer Decomposition.
CoRR
Pritika Ramu, Koustava Goswami, Apoorv Saxena, Balaji Vasan Srinivasan
2024 J jnl
GenSco: Can Question Decomposition based Passage Alignment improve Question Answering?
CoRR
Barah Fazili, Koustava Goswami, Natwar Modani, Inderjeet Nair
2024 A conf
Iterative Multi-granular Image Editing using Diffusion Models.
WACV
K. J. Joseph, Prateksha Udhayanan, Tripti Shukla, Aishwarya Agarwal, Srikrishna Karanam, Koustava Goswami, Balaji Vasan Srinivasan
2024 — conf
Peering into the Mind of Language Models: An Approach for Attribution in Contextual Question Answering.
ACL (Findings)
Anirudh Phukan, Shwetha Somasundaram, Apoorv Saxena, Koustava Goswami, Balaji Vasan Srinivasan
2024 J jnl
Peering into the Mind of Language Models: An Approach for Attribution in Contextual Question Answering.
CoRR
Anirudh Phukan, Shwetha Somasundaram, Apoorv Saxena, Koustava Goswami, Balaji Vasan Srinivasan
2024 — conf
Post-Hoc Answer Attribution for Grounded and Trustworthy Long Document Comprehension: Task, Insights, and Challenges.
*SEM@NAACL
Abhilasha Sancheti, Koustava Goswami, Balaji Vasan Srinivasan
2024 J jnl
Post-Hoc Answer Attribution for Grounded and Trustworthy Long Document Comprehension: Task, Insights, and Challenges.
CoRR
Abhilasha Sancheti, Koustava Goswami, Balaji Vasan Srinivasan
2024 — conf
SafaRi: Adaptive Sequence Transformer for Weakly Supervised Referring Expression Segmentation.
ECCV (44)
Sayan Nag, Koustava Goswami, Srikrishna Karanam
2024 J jnl
SafaRi:Adaptive Sequence Transformer for Weakly Supervised Referring Expression Segmentation.
CoRR
Sayan Nag, Koustava Goswami, Srikrishna Karanam
2024 J jnl
Social Media Ready Caption Generation for Brands.
CoRR
Himanshu Maheshwari, Koustava Goswami, Apoorv Saxena, Balaji Vasan Srinivasan
2023 A* conf
A-STAR: Test-time Attention Segregation and Retention for Text-to-image Synthesis.
ICCV
Aishwarya Agarwal, Srikrishna Karanam, K. J. Joseph, Apoorv Saxena, Koustava Goswami, Balaji Vasan Srinivasan
2023 J jnl
A-STAR: Test-time Attention Segregation and Retention for Text-to-image Synthesis.
CoRR
Aishwarya Agarwal, Srikrishna Karanam, K. J. Joseph, Apoorv Saxena, Koustava Goswami, Balaji Vasan Srinivasan
2023 J jnl
Contextual Prompt Learning for Vision-Language Understanding.
CoRR
Koustava Goswami, Srikrishna Karanam, K. J. Joseph, Prateksha Udhayanan, Balaji Vasan Srinivasan
2023 — conf
Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering.
EMNLP (Findings)
Inderjeet Nair, Shwetha Somasundaram, Apoorv Saxena, Koustava Goswami
2023 J jnl
Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering.
CoRR
Inderjeet Nair, Shwetha Somasundaram, Apoorv Saxena, Koustava Goswami
2023 J jnl
Iterative Multi-granular Image Editing using Diffusion Models.
CoRR
K. J. Joseph, Prateksha Udhayanan, Tripti Shukla, Aishwarya Agarwal, Srikrishna Karanam, Koustava Goswami, Balaji Vasan Srinivasan
2023 — conf
PICKD: In-Situ Prompt Tuning for Knowledge-Grounded Dialogue Generation.
PAKDD (4)
Rajdeep Sarkar, Koustava Goswami, Mihael Arcan, John P. McCrae
2023 A conf
SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domains.
EACL
Koustava Goswami, Lukas Lange, Jun Araki, Heike Adel
2023 J jnl
SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domains.
CoRR
Koustava Goswami, Lukas Lange, Jun Araki, Heike Adel
2023 — conf
Weakly-supervised Deep Cognate Detection Framework for Low-Resourced Languages Using Morphological Knowledge of Closely-Related Languages.
EMNLP (Findings)
Koustava Goswami, Priya Rani, Theodorus Fransen, John P. McCrae
2023 J jnl
Weakly-supervised Deep Cognate Detection Framework for Low-Resourced Languages Using Morphological Knowledge of Closely-Related Languages.
CoRR
Koustava Goswami, Priya Rani, Theodorus Fransen, John P. McCrae
2022 J jnl
Toward an Integrative Approach for Making Sense Distinctions.
Frontiers Artif. Intell.
John P. McCrae, Theodorus Fransen, Sina Ahmadi, Paul Buitelaar, Koustava Goswami
2021 — conf
Cross-lingual Sentence Embedding using Multi-Task Learning.
EMNLP (1)
Koustava Goswami, Sourav Dutta, Haytham Assem, Theodorus Fransen, John P. McCrae
2021 — conf
Mufin: Enriching Semantic Understanding of Sentence Embedding using Dual Tune Framework.
IEEE BigData
Koustava Goswami, Sourav Dutta, Haytham Assem
2021 — conf
ULD-NUIG at Social Media Mining for Health Applications (#SMM4H) Shared Task 2021.
SMM4H@NAACL-HLT
Atul Kr. Ojha, Priya Rani, Koustava Goswami, Bharathi Raja Chakravarthi, John P. McCrae
2020 — conf
A Comparative Study of Different State-of-the-Art Hate Speech Detection Methods in Hindi-English Code-Mixed Data.
TRAC@LREC
Priya Rani, Shardul Suryawanshi, Koustava Goswami, Bharathi Raja Chakravarthi, Theodorus Fransen, John Philip McCrae
2020 B conf
Suggest me a movie for tonight: Leveraging Knowledge Graphs for Conversational Recommendation.
COLING
Rajdeep Sarkar, Koustava Goswami, Mihael Arcan, John P. McCrae
2020 — conf
ULD@NUIG at SemEval-2020 Task 9: Generative Morphemes with an Attention Model for Sentiment Analysis in Code-Mixed Text.
SemEval@COLING
Koustava Goswami, Priya Rani, Bharathi Raja Chakravarthi, Theodorus Fransen, John P. McCrae
2020 J jnl
ULD@NUIG at SemEval-2020 Task 9: Generative Morphemes with an Attention Model for Sentiment Analysis in Code-Mixed Text.
CoRR
Koustava Goswami, Priya Rani, Bharathi Raja Chakravarthi, Theodorus Fransen, John P. McCrae
2020 B conf
Unsupervised Deep Language and Dialect Identification for Short Texts.
COLING
Koustava Goswami, Rajdeep Sarkar, Bharathi Raja Chakravarthi, Theodorus Fransen, John P. McCrae