Singh, Sameer

Impact of Pretraining Term Frequencies on Few-Shot Numerical Reasoning

Razeghi, Y., Logan IV, R. L., Gardner, M., & Singh, S. (2022) · Findings of the Association for Computational Linguistics: EMNLP 2022

Topic ModelingNatural Language Processing Techniques

Cited by 89

Competency Problems: On Finding and Removing Artifacts in Language Data

Gardner, M., Merrill, W., Dodge, J., Peters, M., Ross, A., Singh, S., & Smith, N. A. (2021) · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Sentiment Analysis and Opinion MiningTopic Modeling

Cited by 81

Rethinking Explainability as a Dialogue: A Practitioner's Perspective

Lakkaraju, H., Slack, D., Chen, Y., Tan, C., & Singh, S. (2022) · arXiv

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 62

Impact of Pretraining Term Frequencies on Few-Shot Reasoning

Razeghi, Y., Logan, R. L., Gardner, M., & Singh, S. (2022) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 53

Do Embodied Agents Dream of Pixelated Sheep?: Embodied Decision Making using Language Guided World Modelling

Nottingham, K., Ammanabrolu, P., Suhr, A., Choi, Y., Hajishirzi, H., Singh, S., & Fox, R. (2023) · arXiv

Reinforcement Learning in RoboticsAI-based Problem Solving and Planning

Cited by 12

What's In My Big Data?

Elazar, Y., Bhagia, A., Magnusson, I., Ravichander, A., Schwenk, D., Suhr, A., Walsh, P., Groeneveld, D., Soldaini, L., Singh, S., et al. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 9

PURR: Efficiently Editing Language Model Hallucinations by Denoising Language Model Corruptions

Chen, A., Pasupat, P., Singh, S., Lee, H., & Guu, K. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 7

Post Hoc Explanations of Language Models Can Improve Language Models

Krishna, S., Ma, J., Slack, D., Ghandeharioun, A., Singh, S., & Lakkaraju, H. (2023) · Advances in Neural Information Processing Systems 36

Explainable Artificial Intelligence (XAI)Natural Language Processing Techniques

Cited by 2

Semantic Probabilistic Control of Language Models

Ahmed, K., Belem, C. G., Smyth, P., & Singh, S. (2025) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 0

EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning

Mekala, R. R., Razeghi, Y., & Singh, S. (2023) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 0