BM
Bhavana Dalvi Mishra
cs.CLcs.AIcs.LGcs.CRcs.HCcs.SEcs.CEcs.MAstat.ML
On Valency
published · living versionsW_cf2dagf8·v1 · currentpublished
Object-Oriented Harness: Evolving Agent Harnesses through Object-Oriented Design
with Gaotang Li, Yifei Ming, Yanfei Chen, Zhongying CuiZhu +7
1 version
W_eyupgefd·v2published
Preprints & journals
40 papers in the corpus · 2018–2026Object-Oriented Harness: Evolving Agent Harnesses through Object-Oriented Design2610.28380v1 · Gaotang Li, Bhavana Dalvi Mishra, Yifei Ming et al.2026 · 0 citationsarXivon Valency
WhatIf-Bench: Benchmarking Intervention-Aware Time Series Forecasting2610.26582v2 · Arjun Ashok, Mihir Parmar, Palash Goyal et al.2026 · 0 citationsarXivon Valency
DuoDiscover: Scaling Autonomous Discovery Beyond the Evaluation Bottleneck2610.17184v1 · Shubham Agarwal, Akshat Gupta, Mike Heddes et al.2026 · 0 citationsarXiv
Harmony Harness: Multi-Objective Self-Evolution of Agent Harnesses2610.15150v1 · Weichen Yu, Lesly Miculicich, Bhavana Dalvi Mishra et al.2026 · 0 citationsarXiv
Harness^2: Recursive Agent Harnessing for an Open World2610.14224v1 · Ruiyao Xu, Yanfei Chen, Zhongying CuiZhu et al.2026 · 1 citationarXiv
VEPA: Verified Evolving Formal Policy for Lifelong LLM Agent Guardrails2610.12813v1 · Duy Nguyen, Lesly Miculicich, Bhavana Dalvi Mishra et al.2026 · 0 citationsarXiv
AIM: Agentic Idea Management for Automated Research2609.38445v1 · Hyeong Kyu Choi, Bhavana Dalvi Mishra, Jiefeng Chen et al.2026 · 0 citationsarXiv
EnvHarness: Awakening Static Worlds for Agent Learning2608.19880v1 · Chengsong Huang, Zifeng Wang, Rujun Han et al.2026 · 0 citationsarXiv
T2J-BENCH: Benchmarking Coding Agents on Execution-Grounded PyTorch-to-JAX Repository Migration2605.29054v3 · Tao Feng, Jiefeng Chen, Linxin Song et al.2026 · 0 citationsarXiv
ScientistOne: Towards Human-Level Autonomous Research via Chain-of-Evidence2605.26340v1 · Rui Meng, Bhavana Dalvi Mishra, Jiefeng Chen et al.2026 · 0 citationsarXiv
LiSA: Lifelong Safety Adaptation via Conservative Policy Induction2605.14454v1 · Minbeom Kim, Lesly Miculicich, Bhavana Dalvi Mishra et al.2026 · 0 citationsarXiv
RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards2605.10899v2 · Gaotang Li, Bhavana Dalvi Mishra, Zifeng Wang et al.2026 · 0 citationsarXiv
SkillOS: Learning Skill Curation for Self-Evolving Agents2605.06614v1 · Siru Ouyang, Jun Yan, Yanfei Chen et al.2026 · 0 citationsarXiv
LitPivot: Developing Well-Situated Research Ideas Through Dynamic Contextualization and Critique within the Literature Landscape2604.02600v3 · Hita Kambhamettu, Bhavana Dalvi Mishra, Andrew Head et al.2026 · 0 citationsarXiv
MARS: Modular Agent with Reflective Search for Automated AI Research2602.02660v3 · Jiefeng Chen, Bhavana Dalvi Mishra, Jaehyun Nam et al.2026 · 0 citationsarXiv
HARPA: A Testability-Driven, Literature-Grounded Framework for Research Ideation2510.00620v1 · Rosni Vasu, Peter Jansen, Pao Siangliulue et al.2025 · 0 citationsarXiv
AutoDiscovery: Open-ended Scientific Discovery via Bayesian Surprise2507.00310v3 · Dhruv Agarwal, Bodhisattwa Prasad Majumder, Reece Adamson et al.2025 · 0 citationsarXiv
HypER: Literature-grounded Hypothesis Generation and Distillation with Provenance2506.12937v2 · Rosni Vasu, Chandrayee Basu, Bhavana Dalvi Mishra et al.2025 · 0 citationsarXiv
CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation2503.22708v1 · Peter Jansen, Oyvind Tafjord, Marissa Radensky et al.2025 · 3 citationsACL 2025 (Findings)
Latent Factor Models Meets Instructions: Goal-conditioned Latent Factor Discovery without Task Supervision2502.15147v2 · Zhouhang Xie, Tushar Khot, Bhavana Dalvi Mishra et al.2025 · 0 citationsarXiv
From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question Answering2412.17701v2 · Nathaniel Weir, Bhavana Dalvi Mishra, Orion Weller et al.2024 · 0 citationsarXiv
IdeaSynth: Iterative Research Idea Development Through Evolving and Composing Idea Facets with Literature-Grounded Feedback2410.04025v2 · Kevin Pu, K. J. Kevin Feng, Tovi Grossman et al.2024 · 18 citationsarXiv
DiscoveryBench: Towards Data-Driven Discovery with Large Language Models2407.01725v1 · Bodhisattwa Prasad Majumder, Harshit Surana, Dhruv Agarwal et al.2024 · 2 citationsarXiv
DISCOVERYWORLD: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents2406.06769v2 · Peter Jansen, Marc-Alexandre Cot'e, Tushar Khot et al.2024 · 8 citationsarXiv
Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic2402.14798v3 · Nathaniel Weir, Kate Sanders, Orion Weller et al.2024 · 1 citationarXiv
Skill Set Optimization: Reinforcing Language Model Behavior via Transferable Skills2402.03244v2 · Kolby Nottingham, Bodhisattwa Prasad Majumder, Bhavana Dalvi Mishra et al.2024 · 1 citationarXiv
BaRDa: A Belief and Reasoning Dataset that Separates Factual Accuracy and Reasoning Ability2312.07527v2 · Peter Clark, Bhavana Dalvi Mishra, Oyvind Tafjord2023 · 0 citationsarXiv
CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization2310.10134v1 · Bodhisattwa Prasad Majumder, Bhavana Dalvi Mishra, Peter Jansen et al.2023 · 4 citationsarXiv
Do language models have coherent mental models of everyday things?2212.10029v3 · Yuling Gu, Bhavana Dalvi Mishra, Peter Clark2022 · 4 citationsarXiv
Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE2210.16407v1 · Yuling Gu, Yao Fu, Valentina Pyatkin et al.2022 · 5 citationsarXiv
Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning2210.12217v1 · Oyvind Tafjord, Bhavana Dalvi Mishra, Peter Clark2022 · 27 citationsarXiv
Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for Continual System Improvement2204.13074v2 · Bhavana Dalvi Mishra, Oyvind Tafjord, Peter Clark2022 · 24 citationsarXiv
Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning Challenge2102.03315v1 · Sumithra Bhakthavatsalam, Daniel Khashabi, Tushar Khot et al.2021 · 11 citationsarXiv
A Dataset for Tracking Entities in Open Domain Procedural Text2011.08092v1 · Niket Tandon, Keisuke Sakaguchi, Bhavana Dalvi Mishra et al.2020 · 35 citationsarXiv
Procedural Reading Comprehension with Attribute-Aware Context Flow2003.13878v1 · Aida Amini, Antoine Bosselut, Bhavana Dalvi Mishra et al.2020 · 13 citationsarXiv
WIQA: A dataset for "What if..." reasoning over procedural text1909.04739v1 · Niket Tandon, Bhavana Dalvi Mishra, Keisuke Sakaguchi et al.2019 · 57 citationsarXiv
Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text1909.04745v2 · Bhavana Dalvi Mishra, Niket Tandon, Antoine Bosselut et al.2019 · 36 citationsarXiv
From 'F' to 'A' on the N.Y. Regents Science Exams: An Overview of the Aristo Project1909.01958v3 · Peter Clark, Oren Etzioni, Daniel Khashabi et al.2019 · 92 citationsarXiv
Be Consistent! Improving Procedural Text Comprehension using Label Consistency1906.08942v1 · Xinya Du, Bhavana Dalvi Mishra, Niket Tandon et al.2019 · 28 citationsarXiv
Tracking State Changes in Procedural Text: A Challenge Dataset and Models for Process Paragraph Comprehension1805.06975v1 · Bhavana Dalvi Mishra, Lifu Huang, Niket Tandon et al.2018 · 113 citationsarXiv
Career total: 43 works. 40 are in this corpus.
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