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

ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital Environments.

[BibT_eX]

[DOI]

Sourjyadip Ray

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

Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs.

[BibT_eX]

[DOI]

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

Tricking LLMs into Disobedience: Formalizing, Analyzing, and Detecting Jailbreaks.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Towards LogiGLUE: A Brief Survey and A Benchmark for Analyzing Logical Reasoning Capabilities of Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Tricking LLMs into Disobedience: Understanding, Analyzing, and Preventing Jailbreaks.

[BibT_eX]

[DOI]

CoRR, 2023

ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation.

[BibT_eX]

[DOI]

CoRR, 2023

SYNC: A Structurally Guided Hard Negative Curricula for Generalizable Neural Code Search.

[BibT_eX]

[DOI]

Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

Prover: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction.

[BibT_eX]

[DOI]

Deepanway Ghosal

Somak Aditya

Monojit Choudhury

Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

A Robust Information-Masking Approach for Domain Counterfactual Generation.

[BibT_eX]

[DOI]

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

2022

Generating Intermediate Steps for NLI with Next-Step Supervision.

[BibT_eX]

[DOI]

Deepanway Ghosal

Somak Aditya

Monojit Choudhury

CoRR, 2022

Multilingual CheckList: Generation and Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, 2022

Vector Space Interpolation for Query Expansion.

[BibT_eX]

[DOI]

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

LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems.

[BibT_eX]

[DOI]

Balakrishnan Santhanam

Somak Aditya

Kalika Bali

Monojit Choudhury

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

2021

Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance.

[BibT_eX]

[DOI]

CoRR, 2021

Trusting RoBERTa over BERT: Insights from CheckListing the Natural Language Inference Task.

[BibT_eX]

[DOI]

Ishan Tarunesh

Somak Aditya

Monojit Choudhury

CoRR, 2021

Analyzing the Nuances of Transformers' Polynomial Simplification Abilities.

[BibT_eX]

[DOI]

Vishesh Agarwal

Somak Aditya

Navin Goyal

CoRR, 2021

First Workshop on Knowledge Injection in Neural Networks (KINN).

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

TaxiNLI: Taking a Ride up the NLU Hill.

[BibT_eX]

[DOI]

Proceedings of the 24th Conference on Computational Natural Language Learning, 2020

Exploratory Navigation and Selective Reading.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Uncovering Relations for Marketing Knowledge Representation.

[BibT_eX]

[DOI]

Somak Aditya

Atanu Sinha

CoRR, 2019

Spatial Knowledge Distillation to Aid Visual Reasoning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Integrating Knowledge and Reasoning in Image Understanding.

[BibT_eX]

[DOI]

Somak Aditya

Yezhou Yang

Chitta Baral

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Knowledge and Reasoning for Image Understanding.

[BibT_eX]

[DOI]

Somak Aditya

PhD thesis, 2018

Image Understanding using vision and reasoning through Scene Description Graph.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2018

Combining Knowledge and Reasoning through Probabilistic Soft Logic for Image Puzzle Solving.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering.

[BibT_eX]

[DOI]

Somak Aditya

Yezhou Yang

Chitta Baral

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Explainable Image Understanding Using Vision and Reasoning.

[BibT_eX]

[DOI]

Somak Aditya

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Answering Image Riddles using Vision and Reasoning through Probabilistic Soft Logic.

[BibT_eX]

[DOI]

CoRR, 2016

2015

From Images to Sentences through Scene Description Graphs using Commonsense Reasoning and Knowledge.

[BibT_eX]

[DOI]

CoRR, 2015

Recognizing Social Constructs from Textual Conversation.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Towards Addressing the Winograd Schema Challenge - Building and Using a Semantic Parser and a Knowledge Hunting Module.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Identifying Various Kinds of Event Mentions in K-Parser Output.

[BibT_eX]

[DOI]

Arpit Sharma