Aplicactions of NLP in HR domain(recruitment, job search, candidate matching)
Ankush Chander
Ankush-Chander
AI & ML interests
NLP on scientific literature, Personalised summarisation, neural NLP
Organizations
Hypothesis generation
Automated produce novel, plausible, accurate research directions
-
AAAR-1.0: Assessing AI's Potential to Assist Research
Paper • 2410.22394 • Published • 16 -
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
Paper • 2410.07076 • Published • 2 -
Learning to Generate Novel Scientific Directions with Contextualized Literature-based Discovery
Paper • 2305.14259 • Published • 1 -
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
Paper • 2409.04109 • Published • 48
Document processing
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DocLayNet: A Large Human-Annotated Dataset for Document-Layout Analysis
Paper • 2206.01062 • Published • 2 -
Docling Technical Report
Paper • 2408.09869 • Published • 1 -
TableFormer: Table Structure Understanding with Transformers
Paper • 2203.01017 • Published -
TableFormer: Robust Transformer Modeling for Table-Text Encoding
Paper • 2203.00274 • Published
LLMs
LLM variants, usecases etc
-
Adapting Large Language Models via Reading Comprehension
Paper • 2309.09530 • Published • 81 -
LLaMA: Open and Efficient Foundation Language Models
Paper • 2302.13971 • Published • 17 -
Finetuned Language Models Are Zero-Shot Learners
Paper • 2109.01652 • Published • 3 -
LIMA: Less Is More for Alignment
Paper • 2305.11206 • Published • 26
NLP for Human Resources
Aplicactions of NLP in HR domain(recruitment, job search, candidate matching)
Document processing
-
DocLayNet: A Large Human-Annotated Dataset for Document-Layout Analysis
Paper • 2206.01062 • Published • 2 -
Docling Technical Report
Paper • 2408.09869 • Published • 1 -
TableFormer: Table Structure Understanding with Transformers
Paper • 2203.01017 • Published -
TableFormer: Robust Transformer Modeling for Table-Text Encoding
Paper • 2203.00274 • Published
Hypothesis generation
Automated produce novel, plausible, accurate research directions
-
AAAR-1.0: Assessing AI's Potential to Assist Research
Paper • 2410.22394 • Published • 16 -
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
Paper • 2410.07076 • Published • 2 -
Learning to Generate Novel Scientific Directions with Contextualized Literature-based Discovery
Paper • 2305.14259 • Published • 1 -
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
Paper • 2409.04109 • Published • 48
LLMs
LLM variants, usecases etc
-
Adapting Large Language Models via Reading Comprehension
Paper • 2309.09530 • Published • 81 -
LLaMA: Open and Efficient Foundation Language Models
Paper • 2302.13971 • Published • 17 -
Finetuned Language Models Are Zero-Shot Learners
Paper • 2109.01652 • Published • 3 -
LIMA: Less Is More for Alignment
Paper • 2305.11206 • Published • 26