Mandar Joshi
19 papers · 2014–2024 · 9 venues · across top CS/AI venues
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multimodal learning
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few-shot learning
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distant supervision
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question answering
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zero-shot learning
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coreference resolution
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vision-language model
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large language model
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language model
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transfer learning
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knowledge distillation
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mathematical reasoning
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natural language inference
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in-context learning
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imitation learning
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visual question answering
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object detection
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text generation
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feature selection
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entity linking
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Papers
BAGEL: Bootstrapping Agents by Guiding Exploration with Language
ICML 2024
Efficient End-to-End Visual Document Understanding with Rationale Distillation
NAACL 2024
On Scaling Up a Multilingual Vision and Language Model
CVPR 2024
DePlot: One-shot visual language reasoning by plot-to-table translation
ACL 2023
From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces
NeurIPS 2023
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering
ACL 2023
Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities
ICCV 2023
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding
ICML 2023
HTLM: Hyper-Text Pre-Training and Prompting of Language Models
ICLR 2022
Improving Passage Retrieval with Zero-Shot Question Generation
EMNLP 2022
Cross-document Coreference Resolution over Predicted Mentions
ACL 2021
DESCGEN: A Distantly Supervised Datasetfor Generating Entity Descriptions
ACL 2021
FEWS: Large-Scale, Low-Shot Word Sense Disambiguation with the Dictionary
EACL 2021
Realistic Evaluation Principles for Cross-document Coreference Resolution
ACL 2021
An Information Bottleneck Approach for Controlling Conciseness in Rationale Extraction
EMNLP 2020
BERT for Coreference Resolution: Baselines and Analysis
EMNLP 2019
pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference
NAACL 2019
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension
ACL 2017
Knowledge Graph and Corpus Driven Segmentation and Answer Inference for Telegraphic Entity-seeking Queries
EMNLP 2014