Marzyeh Ghassemi

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Research focus

Natural Language Processing (2)Eval Frameworks & Benchmarks (1)Multimodal Models (1)Reasoning & Chain-of-Thought (1)RLHF & Preference Learning (1)

Frequent co-authors

Charikleia Moraitaki (1)Sarah Pan (1)Skyler Pulling (1)Gwendolyn Flusche (1)K. Alhamoud (1)Isha Puri (1)Mehul Damani (1)Idan Shenfeld (1)

Papers (2)

Apr 21, 2026

Charikleia Moraitaki +5Apr 21, 2026

Disparities In Negation Understanding Across Languages In Vision-Language Models

VLMs struggle to understand negation in non-English languages, with standard CLIP performing at or below chance on non-Latin script languages.

Charikleia Moraitaki, Sarah Pan, Skyler Pulling +3

Eval Frameworks & Benchmarks Multimodal Models Natural Language Processing

Mar 25, 2026

Isha Puri +5Mar 25, 2026·also MIT CSAIL

Reaching Beyond the Mode: RL for Distributional Reasoning in Language Models

LMs can learn to generate multiple plausible answers in a single forward pass, outperforming traditional single-answer models on tasks requiring distributional reasoning and offering a compute-efficient alternative to best-of-k sampling.

Isha Puri, Mehul Damani, Idan Shenfeld +3

Natural Language Processing Reasoning & Chain-of-Thought RLHF & Preference Learning

Marzyeh Ghassemi

Research focus

Frequent co-authors

Papers (2)

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Marzyeh Ghassemi

Research focus

Frequent co-authors

Papers (2)