Bhavana Dalvi Mishra
12 papers · 2022–2025 · 6 venues · across top CS/AI venues
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knowledge distillation
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large language model
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pre-trained language model
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question answering
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hypothesis generation
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natural language inference
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agent system
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latent factor model
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Papers
CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation
ACL 2025
DiscoveryBench: Towards Data-Driven Discovery with Large Language Models
ICLR 2025
From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question-Answering
ICLR 2025
HypER: Literature-grounded Hypothesis Generation and Distillation with Provenance
EMNLP 2025
Latent Factor Models Meets Instructions: Goal-conditioned Latent Factor Discovery without Task Supervision
NAACL 2025
DiscoveryWorld: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents
NeurIPS 2024
Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic
EMNLP 2024
Skill Set Optimization: Reinforcing Language Model Behavior via Transferable Skills
ICML 2024
Do language models have coherent mental models of everyday things?
ACL 2023
Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning
EMNLP 2022
Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE
EMNLP 2022
Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for Continual System Improvement
EMNLP 2022