Ayush Kaushal

19 papers A* 2A 1Journal 9Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
Scaling Laws and Efficient Inference for Ternary Language Models.
ACL (1)
Tejas Vaidhya, Ayush Kaushal, Vineet Jain, Francis Couture Harpin, Prashant Shishodia, Majid Behbahani, Yuriy Nevmyvaka, Irina Rish
2025 J jnl
Spectra 1.1: Scaling Laws and Efficient Inference for Ternary Language Models.
CoRR
Tejas Vaidhya, Ayush Kaushal, Vineet Jain, Francis Couture Harpin, Prashant Shishodia, Majid Behbahani, Yuriy Nevmyvaka, Irina Rish
2025 A* conf
Surprising Effectiveness of pretraining Ternary Language Model at Scale.
ICLR
Ayush Kaushal, Tejas Vaidhya, Arnab Kumar Mondal, Tejas Pandey, Aaryan Bhagat, Irina Rish
2024 J jnl
Spectra: A Comprehensive Study of Ternary, Quantized, and FP16 Language Models.
CoRR
Ayush Kaushal, Tejas Pandey, Tejas Vaidhya, Aaryan Bhagat, Irina Rish
2023 A conf
Efficient Encoders for Streaming Sequence Tagging.
EACL
Ayush Kaushal, Aditya Gupta, Shyam Upadhyay, Manaal Faruqui
2023 J jnl
Efficient Encoders for Streaming Sequence Tagging.
CoRR
Ayush Kaushal, Aditya Gupta, Shyam Upadhyay, Manaal Faruqui
2023 J jnl
LORD: Low Rank Decomposition Of Monolingual Code LLMs For One-Shot Compression.
CoRR
Ayush Kaushal, Tejas Vaidhya, Irina Rish
2022 A* conf
INDEPROP: Information-Preserving De-propagandization of News Articles (Student Abstract).
AAAI
Aaryan Bhagat, Faraaz Mallick, Neel Karia, Ayush Kaushal
2022 — conf
What do tokens know about their characters and how do they know it?
NAACL-HLT
Ayush Kaushal, Kyle Mahowald
2022 J jnl
What do tokens know about their characters and how do they know it?
CoRR
Ayush Kaushal, Kyle Mahowald
2021 — conf
Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP.
EMNLP (1)
Zhijing Jin, Julius von Kügelgen, Jingwei Ni, Tejas Vaidhya, Ayush Kaushal, Mrinmaya Sachan, Bernhard Schölkopf
2021 J jnl
Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP.
CoRR
Zhijing Jin, Julius von Kügelgen, Jingwei Ni, Tejas Vaidhya, Ayush Kaushal, Mrinmaya Sachan, Bernhard Schölkopf
2021 — conf
KGP at SemEval-2021 Task 8: Leveraging Multi-Staged Language Models for Extracting Measurements, their Attributes and Relations.
SemEval@ACL/IJCNLP
Neel Karia, Ayush Kaushal, Faraaz Mallick
2021 — conf
tWT-WT: A Dataset to Assert the Role of Target Entities for Detecting Stance of Tweets.
NAACL-HLT
Ayush Kaushal, Avirup Saha, Niloy Ganguly
2020 J jnl
Domain specific BERT representation for Named Entity Recognition of lab protocol.
CoRR
Tejas Vaidhya, Ayush Kaushal
2020 — conf
IITKGP at W-NUT 2020 Shared Task-1: Domain specific BERT representation for Named Entity Recognition of lab protocol.
W-NUT@EMNLP
Tejas Vaidhya, Ayush Kaushal
2020 J jnl
Leveraging Event Specific and Chunk Span features to Extract COVID Events from tweets.
CoRR
Ayush Kaushal, Tejas Vaidhya
2020 — conf
Winners at W-NUT 2020 Shared Task-3: Leveraging Event Specific and Chunk Span information for Extracting COVID Entities from Tweets.
W-NUT@EMNLP
Ayush Kaushal, Tejas Vaidhya
2020 J jnl
WordTokenizers.jl: Basic tools for tokenizing natural language in Julia.
J. Open Source Softw.
Ayush Kaushal, Lyndon White, Mike Innes, Rohit Kumar