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Ramakanth Pasunuru

34 papers · 2017–2026 · 7 venues · across top CS/AI venues

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Achievements

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+9 more ↓ πŸ—ΊοΈ Taxonomy Completionist (64) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Gold 🐣 Hot Topic Early Bird
πŸ‘₯ Mega-Team Β· Squad 🧬 Topic Evolution 🀝 Dynamic Duo (24) 🌈 Renaissance Researcher (6) πŸ”₯ Unstoppable Β· Silver ⚑ Prolific Year Β· Productive πŸ’Ž Century Club Β· Bronze πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (149)

Venues

NAACL (10) ACL (9) EMNLP (9) AAAI (2) COLING (2) CoNLL (1) CVPR (1)

Top co-authors

Mohit Bansal (24) Asli Celikyilmaz (7) Han Guo (6) Veselin Stoyanov (6) Ido Dagan (6) Ori Shapira (6) Luke Zettlemoyer (4) Srini Iyer (3) Koustuv Sinha (3) Mikel Artetxe (3)

Research topics

Machine Learning (25) Natural Language Processing (21) Artificial Intelligence (19) Learning Types Β· Machine Learning (17) Core AI (15) Generation (14) Deep Learning (12) Optimization & Theory (9) Application Areas (7) Applications (7) Learning Types Β· Deep Learning (7) Resources & Methods (7) Reinforcement Learning (5) Core Methods (5) Methods (5)

Keywords

large language model (6) multi-task learning (5) multi-document summarization (5) abstractive summarization (5) few-shot learning (3) multi-armed bandit (3) multi-step reasoning (3) in-context learning (3) text classification (3) interactive summarization (3) language generation (2) reinforcement learning (2) pre-trained language model (2) video captioning (2) sequence-to-sequence model (2) policy gradient (2) deep reinforcement learning (2) natural language inference (2) chain-of-thought reasoning (2) text summarization (2)

Papers

HoneyBee: Data Recipes for Vision-Language Reasoners CVPR 2026 Byte Latent Transformer: Patches Scale Better Than Tokens ACL 2025 Efficient Tool Use with Chain-of-Abstraction Reasoning COLING 2025 ACUEval: Fine-grained Hallucination Evaluation and Correction for Abstractive Summarization ACL 2024 The ART of LLM Refinement: Ask, Refine, and Trust NAACL 2024 Complementary Explanations for Effective In-Context Learning ACL 2023 Crystal: Introspective Reasoners Reinforced with Self-Feedback EMNLP 2023 MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation ACL 2023 Training Trajectories of Language Models Across Scales ACL 2023 Efficient Large Scale Language Modeling with Mixtures of Experts EMNLP 2022 Few-shot Learning with Multilingual Generative Language Models EMNLP 2022 Improving In-Context Few-Shot Learning via Self-Supervised Training NAACL 2022 Interactive Query-Assisted Summarization via Deep Reinforcement Learning NAACL 2022 Proposition-Level Clustering for Multi-Document Summarization NAACL 2022 An Overview of Uncertainty Calibration for Text Classification and the Role of Distillation ACL 2021 Continual Few-Shot Learning for Text Classification EMNLP 2021 Data Augmentation for Abstractive Query-Focused Multi-Document Summarization AAAI 2021 Efficiently Summarizing Text and Graph Encodings of Multi-Document Clusters NAACL 2021 Extending Multi-Document Summarization Evaluation to the Interactive Setting NAACL 2021 iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration EMNLP 2021 Summary-Source Proposition-level Alignment: Task, Datasets and Supervised Baseline CoNLL 2021 The Effect of Pretraining on Extractive Summarization for Scientific Documents NAACL 2021 DORB: Dynamically Optimizing Multiple Rewards with Bandits EMNLP 2020 FENAS: Flexible and Expressive Neural Architecture Search EMNLP 2020 Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits AAAI 2020 AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning NAACL 2019 Continual and Multi-Task Architecture Search ACL 2019 Crowdsourcing Lightweight Pyramids for Manual Summary Evaluation NAACL 2019 Dynamic Multi-Level Multi-Task Learning for Sentence Simplification COLING 2018 Game-Based Video-Context Dialogue EMNLP 2018 Multi-Reward Reinforced Summarization with Saliency and Entailment NAACL 2018 Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation ACL 2018 Multi-Task Video Captioning with Video and Entailment Generation ACL 2017 Reinforced Video Captioning with Entailment Rewards EMNLP 2017