Avi Sharma

Avi Sharma Hi! I’m an undergrad studying Electrical Engineering and Computer Science (EECS) at the University of California, Berkeley and doing research at Berkeley Artificial Intelligence Research. I’m interested in robotics, reinforcement learning, and neuro-symbolic AI. Email GitHub Google Scholar LinkedIn Twitter
Publications and Preprints
SCHEDBench: A Benchmark for Evaluating LLM Constraint Faithfulness in Natural-Language Combinatorial Scheduling Shrenil Shaun Sharma, Avi Sharma EMNLP 2026 Findings arXiv Code 🤗 Dataset BibTeX We introduce SCHEDBench, a benchmark for testing whether LLMs can remain faithful to scheduling constraints in natural-language combinatorial planning tasks. `@inproceedings{sharma2026schedbench, title = {{SCHEDBench}: A Benchmark for Evaluating LLM Constraint Faithfulness in Natural-Language Combinatorial Scheduling}, author = {Sharma, Shrenil Shaun and Sharma, Avi}, booktitle = {{Findings of the Association for Computational Linguistics: EMNLP 2026}}, year = {2026}, url = {https://arxiv.org/abs/2608.00991} }` × 2026
Improving Natural-Language Combinatorial-Optimization Accuracy in Resource-Constrained Language Models via Formal Abstractions Shrenil Shaun Sharma, Avi Sharma MathNLP Workshop @ EMNLP 2026 arXiv Coming Soon We introduce SDDL, a neuro-symbolic framework for combinatorial scheduling, and demonstrate how formal intermediate representations can improve LLM planning capabilities. `@inproceedings{placeholderYEARpaper, author = {Sharma, Shrenil Shaun and Sharma, Avi}, booktitle = {{MathNLP @ EMNLP Workshop}}, title = {{PLACEHOLDER Paper Title}}, url = {PLACEHOLDER_ARXIV_ABS_URL}, year = {2026}, }` × YEAR
PLACEHOLDER IMAGE PLACEHOLDER Paper Title Author 1, Author 2, Avi Sharma, Author 4 CONFERENCE YEAR Worst Paper Award arXiv Paper Code Website Video Poster 🤗 Dataset BibTeX PLACEHOLDER one-to-two sentence summary of the core problem, method, and main result. `@inproceedings{placeholderYEARpaper2, author = {Author 1 and Author 2 and Sharma, Avi and Author 4}, booktitle = {{Conference Name}}, title = {{PLACEHOLDER Paper Title}}, url = {PLACEHOLDER_ARXIV_ABS_URL}, year = {YEAR}, }` × YEAR
equal contribution

Publications and Preprints