Amit Sharma

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authored 7 papers 3 months ago

Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals

Paper • 2310.00603 • Published Oct 1, 2023

Teaching Transformers Causal Reasoning through Axiomatic Training

Paper • 2407.07612 • Published Jul 10, 2024 • 2

Plan$\times$RAG: Planning-guided Retrieval Augmented Generation

Paper • 2410.20753 • Published Oct 28, 2024

Causal Reasoning and Large Language Models: Opening a New Frontier for Causality

Paper • 2305.00050 • Published Apr 28, 2023

Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks

Paper • 2505.20047 • Published May 26 • 3

RE-IMAGINE: Symbolic Benchmark Synthesis for Reasoning Evaluation

Paper • 2506.15455 • Published Jun 18 • 4

Characterizing Deep Research: A Benchmark and Formal Definition

Paper • 2508.04183 • Published Aug 6 • 4