Swaroop Mishra

PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving EMNLP 2025 Reverse Thinking Makes LLMs Stronger Reasoners NAACL 2025 Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting ICLR 2025 Towards Robust Mathematical Reasoning EMNLP 2025 AutoMix: Automatically Mixing Language Models NeurIPS 2024 In-Context Principle Learning from Mistakes ICML 2024 InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis NAACL 2024 Large Language Models Cannot Self-Correct Reasoning Yet ICLR 2024 SELF-DISCOVER: Large Language Models Self-Compose Reasoning Structures NeurIPS 2024 Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models ICLR 2024 Don’t Blame the Annotator: Bias Already Starts in the Annotation Instructions EACL 2023 HELP ME THINK: A Simple Prompting Strategy for Non-experts to Create Customized Content with Models ACL 2023 How Many Data Samples is an Additional Instruction Worth? EACL 2023 InstructExcel: A Benchmark for Natural Language Instruction in Excel EMNLP 2023 “John is 50 years old, can his son be 65?” Evaluating NLP Models’ Understanding of Feasibility EACL 2023 Real-Time Visual Feedback to Guide Benchmark Creation: A Human-and-Metric-in-the-Loop Workflow EACL 2023 Self-Instruct: Aligning Language Models with Self-Generated Instructions ACL 2023 Cross-Task Generalization via Natural Language Crowdsourcing Instructions ACL 2022 Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness ACL 2022 ILDAE: Instance-Level Difficulty Analysis of Evaluation Data ACL 2022 In-BoXBART: Get Instructions into Biomedical Multi-Task Learning NAACL 2022 Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings ACL 2022 Is a Question Decomposition Unit All We Need? EMNLP 2022 Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering NeurIPS 2022 Less is More: Summary of Long Instructions is Better for Program Synthesis EMNLP 2022 Let the Model Decide its Curriculum for Multitask Learning NAACL 2022 LILA: A Unified Benchmark for Mathematical Reasoning EMNLP 2022 NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks ACL 2022 Reframing Instructional Prompts to GPTk’s Language ACL 2022 Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks EMNLP 2022 Towards Improving Selective Prediction Ability of NLP Systems ACL 2022 Constructing Flow Graphs from Procedural Cybersecurity Texts ACL 2021 How Robust are Model Rankings : A Leaderboard Customization Approach for Equitable Evaluation AAAI 2021 Do We Need to Create Big Datasets to Learn a Task? EMNLP 2020