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MatSciRE: Leveraging Pointer Networks to Automate Entity and Relation
  Extraction for Material Science Knowledge-base Construction

MatSciRE: Leveraging Pointer Networks to Automate Entity and Relation Extraction for Material Science Knowledge-base Construction

18 January 2024
Ankan Mullick
Akash Ghosh
G. Chaitanya
Samir Ghui
Tapas Nayak
Seung-Cheol Lee
S. Bhattacharjee
Pawan Goyal
ArXiv (abs)PDFHTMLGithub (697★)

Papers citing "MatSciRE: Leveraging Pointer Networks to Automate Entity and Relation Extraction for Material Science Knowledge-base Construction"

9 / 9 papers shown
IDALC: A Semi-Supervised Framework for Intent Detection and Active Learning based Correction
IDALC: A Semi-Supervised Framework for Intent Detection and Active Learning based CorrectionIEEE Transactions on Artificial Intelligence (IEEE TAI), 2025
Ankan Mullick
Sukannya Purkayastha
Saransh Sharma
Pawan Goyal
Niloy Ganguly
187
0
0
08 Nov 2025
LLM Meets Diffusion: A Hybrid Framework for Crystal Material Generation
LLM Meets Diffusion: A Hybrid Framework for Crystal Material Generation
Subhojyoti Khastagir
Kishalay Das
Pawan Goyal
Seung-Cheol Lee
S. Bhattacharjee
Niloy Ganguly
162
5
0
27 Oct 2025
Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents
Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents
Ankan Mullick
Sombit Bose
Rounak Saha
Ayan Kumar Bhowmick
Aditya Vempaty
Prasenjit Dey
Ravi Kokku
Pawan Goyal
Niloy Ganguly
288
1
0
13 Sep 2025
Text Takes Over: A Study of Modality Bias in Multimodal Intent Detection
Text Takes Over: A Study of Modality Bias in Multimodal Intent Detection
Ankan Mullick
Saransh Sharma
Abhik Jana
Pawan Goyal
374
2
0
22 Aug 2025
A Pointer Network-based Approach for Joint Extraction and Detection of
  Multi-Label Multi-Class Intents
A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class IntentsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Ankan Mullick
Sombit Bose
Abhilash Nandy
G. Chaitanya
Pawan Goyal
341
6
0
29 Oct 2024
MELT: Materials-aware Continued Pre-training for Language Model
  Adaptation to Materials Science
MELT: Materials-aware Continued Pre-training for Language Model Adaptation to Materials ScienceConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Junho Kim
Yeachan Kim
Jun-Hyung Park
Yerim Oh
Suho Kim
S. Lee
CLLAI4CE
219
5
0
19 Oct 2024
On The Persona-based Summarization of Domain-Specific Documents
On The Persona-based Summarization of Domain-Specific Documents
Ankan Mullick
Sombit Bose
Rounak Saha
Ayan Kumar Bhowmick
Pawan Goyal
Niloy Ganguly
Prasenjit Dey
Ravi Kokku
301
6
0
06 Jun 2024
Intent Detection and Entity Extraction from BioMedical Literature
Intent Detection and Entity Extraction from BioMedical Literature
Ankan Mullick
Mukur Gupta
Pawan Goyal
MedIm
289
7
0
04 Apr 2024
Mining experimental data from Materials Science literature with Large
  Language Models: an evaluation study
Mining experimental data from Materials Science literature with Large Language Models: an evaluation study
Luca Foppiano
Guillaume Lambard
Toshiyuki Amagasa
Masashi Ishii
296
35
0
19 Jan 2024
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