Mrinmaya Sachan
- Papers
- 38
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Authored papers
38MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors
arXiv 2025
From Problem-Solving to Teaching Problem-Solving: Aligning LLMs with Pedagogy using Reinforcement Learning
arXiv 2025
Navigating the Helpfulness-Truthfulness Trade-Off with Uncertainty-Aware Instruction Fine-Tuning
arXiv 2025
How to Select Datapoints for Efficient Human Evaluation of NLG Models?
arXiv 2025
Can Reasoning Help Large Language Models Capture Human Annotator Disagreement?
arXiv 2025
Generating Pedagogically Meaningful Visuals for Math Word Problems: A New Benchmark and Analysis of Text-to-Image Models
arXiv 2025
SeePhys: Does Seeing Help Thinking? -- Benchmarking Vision-Based Physics Reasoning
arXiv 2025
Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors
arXiv 2024
Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals
arXiv 2024
Towards Aligning Language Models with Textual Feedback
arXiv 2024
SMART: Self-learning Meta-strategy Agent for Reasoning Tasks
arXiv 2024
Implicit Personalization in Language Models: A Systematic Study
arXiv 2024
AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators
arXiv 2024
Confidence Regulation Neurons in Language Models
arXiv 2024
Likelihood as a Performance Gauge for Retrieval-Augmented Generation
arXiv 2024
CLadder: Assessing Causal Reasoning in Language Models
cladder-a-benchmark-to-assess-causal
MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems
arXiv 2023
RecurrentGPT: Interactive Generation of (Arbitrarily) Long Text
arXiv 2023
Can Large Language Models Infer Causation from Correlation?
arXiv 2023
A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis
arXiv 2023
CausalCite: A Causal Formulation of Paper Citations
arXiv 2023
Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models
arXiv 2023
World Models for Math Story Problems
arXiv 2023
Beyond Good Intentions: Reporting the Research Landscape of NLP for Social Good
arXiv 2023
A Formal Perspective on Byte-Pair Encoding
arXiv 2023
Discourse Centric Evaluation of Machine Translation with a Densely Annotated Parallel Corpus
arXiv 2023
PWESuite: Phonetic Word Embeddings and Tasks They Facilitate
arXiv 2023
Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models
arXiv 2023
Opportunities and Challenges in Neural Dialog Tutoring
arXiv 2023
Autoregressive Structured Prediction with Language Models
arXiv 2022
Logical Fallacy Detection
arXiv 2022
When to Make Exceptions: Exploring Language Models as Accounts of Human Moral Judgment
arXiv 2022
Automatic Generation of Socratic Subquestions for Teaching Math Word Problems
arXiv 2022
Adapters for Enhanced Modeling of Multilingual Knowledge and Text
arXiv 2022
A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models
arXiv 2022
Distilling Reasoning Capabilities into Smaller Language Models
arXiv 2022
Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP
EMNLP 2021 11
On Learning the Transformer Kernel
on-learning-the-transformer-kernel
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