Kabir Ahuja

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 28

Top Topics

Learning Strategies

Recurrent Neural Networks

Top Venues

Publications

Prachi Jain, Ashutosh Sathe, Varun Gumma, Kabir Ahuja, Sunayana Sitaram
MAFIA: Multi-Adapter Fused Inclusive Language Models. EACL (1) (2024)
Fahim Faisal, Orevaoghene Ahia, Aarohi Srivastava, Kabir Ahuja, David Chiang, Yulia Tsvetkov, Antonios Anastasopoulos
DIALECTBENCH: A NLP Benchmark for Dialects, Varieties, and Closely-Related Languages. CoRR (2024)
Kabir Ahuja, Vidhisha Balachandran, Madhur Panwar, Tianxing He, Noah A. Smith, Navin Goyal, Yulia Tsvetkov
Learning Syntax Without Planting Trees: Understanding When and Why Transformers Generalize Hierarchically. CoRR (2024)
Somnath Kumar, Vaibhav Balloli, Mercy Ranjit, Kabir Ahuja, Tanuja Ganu, Sunayana Sitaram, Kalika Bali, Akshay Nambi
Bridging the Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs. CoRR (2024)
Prachi Jain, Ashutosh Sathe, Varun Gumma, Kabir Ahuja, Sunayana Sitaram
MAFIA: Multi-Adapter Fused Inclusive LanguAge Models. CoRR (2024)
Madhur Panwar, Kabir Ahuja, Navin Goyal
In-Context Learning through the Bayesian Prism. ICLR (2024)
Sunayana Sitaram, Monojit Choudhury, Barun Patra, Vishrav Chaudhary, Kabir Ahuja, Kalika Bali
Everything you need to know about Multilingual LLMs: Towards fair, performant and reliable models for languages of the world. ACL (tutorial) (2023)
Akshay Uttama Nambi, Vaibhav Balloli, Mercy Prasanna Ranjit, Tanuja Ganu, Kabir Ahuja, Sunayana Sitaram, Kalika Bali
Breaking Language Barriers with a LEAP: Learning Strategies for Polyglot LLMs. CoRR (2023)
Kabir Ahuja, Rishav Hada, Millicent Ochieng, Prachi Jain, Harshita Diddee, Samuel Maina, Tanuja Ganu, Sameer Segal, Maxamed Axmed, Kalika Bali, Sunayana Sitaram
MEGA: Multilingual Evaluation of Generative AI. CoRR (2023)
Kabir Ahuja, Madhur Panwar, Navin Goyal
In-Context Learning through the Bayesian Prism. CoRR (2023)
Kabir Ahuja, Harshita Diddee, Rishav Hada, Millicent Ochieng, Krithika Ramesh, Prachi Jain, Akshay Uttama Nambi, Tanuja Ganu, Sameer Segal, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram
MEGA: Multilingual Evaluation of Generative AI. EMNLP (2023)
Aniket Vashishtha, Kabir Ahuja, Sunayana Sitaram
On Evaluating and Mitigating Gender Biases in Multilingual Settings. CoRR (2023)
Aniket Vashishtha, Kabir Ahuja, Sunayana Sitaram
On Evaluating and Mitigating Gender Biases in Multilingual Settings. ACL (Findings) (2023)
Kabir Ahuja, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury
Beyond Static Models and Test Sets: Benchmarking the Potential of Pre-trained Models Across Tasks and Languages. CoRR (2022)
Kabir Ahuja, Shanu Kumar, Sandipan Dandapat, Monojit Choudhury
Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models. CoRR (2022)
Ishani Mondal, Kabir Ahuja, Mohit Jain, Jacki O. Neil, Kalika Bali, Monojit Choudhury
Global Readiness of Language Technology for Healthcare: What would it Take to Combat the Next Pandemic? CoRR (2022)
Kabir Ahuja, Monojit Choudhury, Sandipan Dandapat
On the Economics of Multilingual Few-shot Learning: Modeling the Cost-Performance Trade-offs of Machine Translated and Manual Data. CoRR (2022)
Kabir Ahuja, Monojit Choudhury, Sandipan Dandapat
On the Economics of Multilingual Few-shot Learning: Modeling the Cost-Performance Trade-offs of Machine Translated and Manual Data. NAACL-HLT (2022)
Kabir Ahuja, Shanu Kumar, Sandipan Dandapat, Monojit Choudhury
Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models. ACL (1) (2022)
Kabir Ahuja, Sunayana Sitaram, Sandipan Dandapat, Monojit Choudhury
On the Calibration of Massively Multilingual Language Models. EMNLP (2022)
Ishani Mondal, Kabir Ahuja, Mohit Jain, Jacki O'Neill, Kalika Bali, Monojit Choudhury
Global Readiness of Language Technology for Healthcare: What Would It Take to Combat the Next Pandemic? COLING (2022)
Kabir Ahuja, Sunayana Sitaram, Sandipan Dandapat, Monojit Choudhury
On the Calibration of Massively Multilingual Language Models. CoRR (2022)
Ashutosh Kumar, Kabir Ahuja, Raghuram Vadapalli, Partha P. Talukdar
Syntax-guided Controlled Generation of Paraphrases. CoRR (2020)
Satwik Bhattamishra, Kabir Ahuja, Navin Goyal
On the Practical Ability of Recurrent Neural Networks to Recognize Hierarchical Languages. CoRR (2020)
Ashutosh Kumar, Kabir Ahuja, Raghuram Vadapalli, Partha P. Talukdar
Syntax-Guided Controlled Generation of Paraphrases. Trans. Assoc. Comput. Linguistics 8 (2020)
Satwik Bhattamishra, Kabir Ahuja, Navin Goyal
On the Ability and Limitations of Transformers to Recognize Formal Languages. EMNLP (1) (2020)
Satwik Bhattamishra, Kabir Ahuja, Navin Goyal
On the Ability of Self-Attention Networks to Recognize Counter Languages. CoRR (2020)
Satwik Bhattamishra, Kabir Ahuja, Navin Goyal
On the Practical Ability of Recurrent Neural Networks to Recognize Hierarchical Languages. COLING (2020)