Bhavana Dalvi Mishra
12 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
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ACL (2)
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ICML (1)
NAACL (1)
NIPS (1)
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Keywords
knowledge distillation
(2)
hypothesis generation
(2)
mental model
(2)
natural language inference
(2)
question answering
(2)
pre-trained language model
(2)
agent system
(2)
instruction following
(1)
explanation generation
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multi-task learning
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code generation
(1)
multi-modal learning
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knowledge probing
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automated reasoning
(1)
automated discovery
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language model
(1)
latent factor model
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text representation
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user feedback
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memory retrieval
(1)
Papers
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
CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation
ACL 2025
From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question-Answering
ICLR 2025
DiscoveryBench: Towards Data-Driven Discovery with Large Language Models
ICLR 2025
Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic
EMNLP 2024
DiscoveryWorld: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents
NIPS 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
Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for Continual System Improvement
EMNLP 2022
Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning
EMNLP 2022
Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE
EMNLP 2022