Amanpreet Singh
30 papers · 2018–2026 · 9 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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(108)
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Conferences
CVPR (6)
EMNLP (5)
ICLR (5)
ACL (4)
NIPS (4)
ECCV (2)
NAACL (2)
EACL (1)
ICCV (1)
Top co-authors
Keywords
multimodal learning
(7)
visual question answering
(4)
information extraction
(3)
text recognition
(3)
transfer learning
(3)
vision language model
(3)
benchmark evaluation
(2)
scholarly document processing
(2)
information retrieval
(2)
data mining
(2)
optical character recognition
(2)
multimodal reasoning
(2)
natural language processing
(2)
scientific text
(2)
transformer architecture
(2)
natural language understanding
(2)
human evaluation
(2)
preference learning
(1)
dataset creation
(1)
few-shot learning
(1)
Papers
Language Models Donβt Know What You Want: Evaluating Personalization in Deep Research Needs Real Users
ACL 2026
LMUNIT: Fine-grained Evaluation with Natural Language Unit Tests
EMNLP 2025
OLMoE: Open Mixture-of-Experts Language Models
ICLR 2025
Generative Representational Instruction Tuning
ICLR 2025
Ai2 Scholar QA: Organized Literature Synthesis with Attribution
ACL 2025
Overview of the Fifth Workshop on Scholarly Document Processing
ACL 2025
TOPICAL: TOPIC Pages AutomagicaLly
NAACL 2024
Overview of the Fourth Workshop on Scholarly Document Processing
ACL 2024
PaperMage: A Unified Toolkit for Processing, Representing, and Manipulating Visually-Rich Scientific Documents
EMNLP 2023
Embedding Recycling for Language Models
EACL 2023
OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents
NIPS 2023
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations
EMNLP 2023
FLAVA: A Foundational Language and Vision Alignment Model
CVPR 2022
Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality
CVPR 2022
Unsupervised Vision-and-Language Pre-Training via Retrieval-Based Multi-Granular Alignment
CVPR 2022
TextOCR: Towards Large-Scale End-to-End Reasoning for Arbitrary-Shaped Scene Text
CVPR 2021
Human-Adversarial Visual Question Answering
NIPS 2021
Dynabench: Rethinking Benchmarking in NLP
NAACL 2021
UniT: Multimodal Multitask Learning With a Unified Transformer
ICCV 2021
Seeing the Un-Scene: Learning Amodal Semantic Maps for Room Navigation
ECCV 2020
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes
NIPS 2020
Iterative Answer Prediction With Pointer-Augmented Multimodal Transformers for TextVQA
CVPR 2020
TextCaps: a Dataset for Image Captioning with Reading Comprehension
ECCV 2020
Infosys Machine Translation System for WMT20 Similar Language Translation Task
EMNLP 2020
Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks
ICLR 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
ICLR 2019
Modeling the Long Term Future in Model-Based Reinforcement Learning
ICLR 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems
NIPS 2019
Towards VQA Models That Can Read
CVPR 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
EMNLP 2018