Learning Syntax Without Planting Trees: Understanding When and Why Transformers Generalize Hierarchically

Kabir Ahuja, Vidhisha Balachandran, Madhur Panwar, Tianxing He, Noah A. Smith, Navin Goyal, Yulia Tsvetkov

Preprint (2024)

ABS PDF Code

In-Context Learning through the Bayesian Prism

Madhur Panwar*, Kabir Ahuja*, Navin Goyal

🏠 ICLR (2024)

ABS PDF Code

MEGA: Multilingual Evaluation of Generative AI

Kabir Ahuja, Harshita Diddee, Rishav Hada, Millicent Ochieng, Krithika Ramesh, Prachi Jain, Akshay Nambi, Tanuja Ganu, Sameer Segal, Maxamed Axmed, Kalika Bali, Sunayana Sitaram

🏠 EMNLP (2023)

ABS PDF Code

On Evaluating and Mitigating Gender Biases in Multilingual Settings

Aniket Vashishtha*, Kabir Ahuja*, Sunayana Sitaram

🏠 ACL Findings (2023)

ABS PDF Code

On the Calibration of Massively Multilingual Language Models

Kabir Ahuja, Sunayana Sitaram, Sandipan Dandapat, Monojit Choudhury

🏠 EMNLP (2022)

ABS PDF Code

Global Readiness of Language Technology for Healthcare: What Would It Take to Combat the Next Pandemic?

Ishani Mondal*, Kabir Ahuja*, Mohit Jain, Jacki O’Neill, Kalika Bali, Monojit Choudhury

🏠 COLING (2022)

ABS PDF

On the Economics of Multilingual Few-shot Learning: Modeling the Cost-Performance Trade-offs of Machine Translated and Manual Data

Kabir Ahuja, Monojit Choudhury, Sandipan Dandapat

🏠 NAACL (2022)

ABS PDF Code

Beyond Static models and test sets: Benchmarking the potential of pre-trained models across tasks and languages

Kabir Ahuja, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury

👓 NLP Power! (2022)

ABS PDF

Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models

Kabir Ahuja*, Shanu Kumar*, Sandipan Dandapat, Monojit Choudhury

🏠 ACL (2022)

ABS PDF

On the Practical Ability of Recurrent Neural Networks to Recognize Hierarchical Languages

Satwik Bhattamishra, Kabir Ahuja, Navin Goyal

🏠 COLING (2020)

🏆 Best short paper award

ABS PDF

On the Ability and Limitations of Transformers to Recognize Formal Languages

Satwik Bhattamishra, Kabir Ahuja, Navin Goyal

🏠 EMNLP (2020)

ABS PDF

Syntax-Guided Controlled Generation of Paraphrases

Ashutosh Kumar, Kabir Ahuja, Raghuram Vadapalli, Partha Talukdar

📔 TACL (2020)

ABS PDF Code

Learning to Optimize Molecular Geometries Using Reinforcement Learning

Kabir Ahuja, William H Green, Yi-Pei Li

📔 JCTC (2020)

ABS