Fin-ExBERT: User Intent based Text Extraction in Financial Context using Graph-Augmented BERT and trainable Plugin
Fuente:
arXiv
Saved in:
| Main Authors: | Sarker, Soumick, Rai, Abhijit Kumar |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FinBERT-QA: Financial Question Answering with pre-trained BERT Language Models
by: Yuan, Bithiah
Published: (2025)
by: Yuan, Bithiah
Published: (2025)
KinyaColBERT: A Lexically Grounded Retrieval Model for Low-Resource Retrieval-Augmented Generation
by: Nzeyimana, Antoine, et al.
Published: (2025)
by: Nzeyimana, Antoine, et al.
Published: (2025)
KyrgyzBERT: A Compact, Efficient Language Model for Kyrgyz NLP
by: Metinov, Adilet, et al.
Published: (2025)
by: Metinov, Adilet, et al.
Published: (2025)
IndoBERT-Sentiment: Context-Conditioned Sentiment Classification for Indonesian Text
by: Saputra, Muhammad Apriandito Arya, et al.
Published: (2026)
by: Saputra, Muhammad Apriandito Arya, et al.
Published: (2026)
IndoBERT-Relevancy: A Context-Conditioned Relevancy Classifier for Indonesian Text
by: Saputra, Muhammad Apriandito Arya, et al.
Published: (2026)
by: Saputra, Muhammad Apriandito Arya, et al.
Published: (2026)
BERTologyNavigator: Advanced Question Answering with BERT-based Semantics
by: Rajpal, Shreya, et al.
Published: (2024)
by: Rajpal, Shreya, et al.
Published: (2024)
NameBERT: Scaling Name-Based Nationality Classification with LLM-Augmented Open Academic Data
by: Ming, Cong, et al.
Published: (2026)
by: Ming, Cong, et al.
Published: (2026)
Aspect-Based Sentiment Analysis for Future Tourism Experiences: A BERT-MoE Framework for Persian User Reviews
by: Taskooh, Hamidreza Kazemi, et al.
Published: (2026)
by: Taskooh, Hamidreza Kazemi, et al.
Published: (2026)
Forgotten Words: Benchmarking NeoBERT for Dementia Detection in Low-Resource Conversational Filipino and English Speech
by: Floresca, Rez Samantha Z., et al.
Published: (2026)
by: Floresca, Rez Samantha Z., et al.
Published: (2026)
Adaptive Schema-aware Event Extraction with Retrieval-Augmented Generation
by: Liang, Sheng, et al.
Published: (2025)
by: Liang, Sheng, et al.
Published: (2025)
FETILDA: An Effective Framework For Fin-tuned Embeddings For Long Financial Text Documents
by: Xia, Bolun "Namir", et al.
Published: (2022)
by: Xia, Bolun "Namir", et al.
Published: (2022)
Extracting Structured Insights from Financial News: An Augmented LLM Driven Approach
by: Dolphin, Rian, et al.
Published: (2024)
by: Dolphin, Rian, et al.
Published: (2024)
Preserving Empirical Probabilities in BERT for Small-sample Clinical Entity Recognition
by: Rehman, Abdul, et al.
Published: (2024)
by: Rehman, Abdul, et al.
Published: (2024)
Text Summarization With Graph Attention Networks
by: Ardestani, Mohammadreza, et al.
Published: (2026)
by: Ardestani, Mohammadreza, et al.
Published: (2026)
RuOpinionNE-2024: Extraction of Opinion Tuples from Russian News Texts
by: Loukachevitch, Natalia, et al.
Published: (2025)
by: Loukachevitch, Natalia, et al.
Published: (2025)
Named Entity Recognition for Address Extraction in Speech-to-Text Transcriptions Using Synthetic Data
by: Lajčinová, Bibiána, et al.
Published: (2024)
by: Lajčinová, Bibiána, et al.
Published: (2024)
How BERT Speaks Shakespearean English? Evaluating Historical Bias in Contextual Language Models
by: Cuscito, Miriam, et al.
Published: (2024)
by: Cuscito, Miriam, et al.
Published: (2024)
Intent Classification for Bank Chatbots through LLM Fine-Tuning
by: Lajčinová, Bibiána, et al.
Published: (2024)
by: Lajčinová, Bibiána, et al.
Published: (2024)
Towards Conditioning Clinical Text Generation for User Control
by: Koraş, Osman Alperen, et al.
Published: (2025)
by: Koraş, Osman Alperen, et al.
Published: (2025)
Text-Based Approaches to Item Difficulty Modeling in Large-Scale Assessments: A Systematic Review
by: Peters, Sydney, et al.
Published: (2025)
by: Peters, Sydney, et al.
Published: (2025)
LLM Uncertainty Quantification through Directional Entailment Graph and Claim Level Response Augmentation
by: Da, Longchao, et al.
Published: (2024)
by: Da, Longchao, et al.
Published: (2024)
UM_FHS at the CLEF 2025 SimpleText Track: Comparing No-Context and Fine-Tune Approaches for GPT-4.1 Models in Sentence and Document-Level Text Simplification
by: Kocbek, Primoz, et al.
Published: (2025)
by: Kocbek, Primoz, et al.
Published: (2025)
All for One: LLMs Solve Mental Math at the Last Token With Information Transferred From Other Tokens
by: Mamidanna, Siddarth, et al.
Published: (2025)
by: Mamidanna, Siddarth, et al.
Published: (2025)
BERT in Plutarch's Shadows
by: Yamshchikov, Ivan P., et al.
Published: (2022)
by: Yamshchikov, Ivan P., et al.
Published: (2022)
DROID: Dual Representation for Out-of-Scope Intent Detection
by: Rashwan, Wael, et al.
Published: (2025)
by: Rashwan, Wael, et al.
Published: (2025)
CRISP: Persistent Concept Unlearning via Sparse Autoencoders
by: Ashuach, Tomer, et al.
Published: (2025)
by: Ashuach, Tomer, et al.
Published: (2025)
Schema as Parameterized Tools for Universal Information Extraction
by: Liang, Sheng, et al.
Published: (2025)
by: Liang, Sheng, et al.
Published: (2025)
TrustAI at SemEval-2024 Task 8: A Comprehensive Analysis of Multi-domain Machine Generated Text Detection Techniques
by: Urlana, Ashok, et al.
Published: (2024)
by: Urlana, Ashok, et al.
Published: (2024)
The Curious Case of Visual Grounding: Different Effects for Speech- and Text-based Language Encoders
by: Sauter, Adrian, et al.
Published: (2025)
by: Sauter, Adrian, et al.
Published: (2025)
VotIE: Information Extraction from Meeting Minutes
by: Evans, José Pedro, et al.
Published: (2026)
by: Evans, José Pedro, et al.
Published: (2026)
SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading
by: Dinh, Tu Anh, et al.
Published: (2024)
by: Dinh, Tu Anh, et al.
Published: (2024)
A Novel Word Pair-based Gaussian Sentence Similarity Algorithm For Bengali Extractive Text Summarization
by: Morshed, Fahim, et al.
Published: (2024)
by: Morshed, Fahim, et al.
Published: (2024)
Dual Debiasing for Noisy In-Context Learning for Text Generation
by: Liang, Siqi, et al.
Published: (2025)
by: Liang, Siqi, et al.
Published: (2025)
Astro-HEP-BERT: A bidirectional language model for studying the meanings of concepts in astrophysics and high energy physics
by: Simons, Arno
Published: (2024)
by: Simons, Arno
Published: (2024)
Kastor: Fine-tuned Small Language Models for Shape-based Active Relation Extraction
by: Celian, Ringwald, et al.
Published: (2025)
by: Celian, Ringwald, et al.
Published: (2025)
LlamBERT: Large-scale low-cost data annotation in NLP
by: Csanády, Bálint, et al.
Published: (2024)
by: Csanády, Bálint, et al.
Published: (2024)
Enhancing Long-Term Memory using Hierarchical Aggregate Tree for Retrieval Augmented Generation
by: A, Aadharsh Aadhithya, et al.
Published: (2024)
by: A, Aadharsh Aadhithya, et al.
Published: (2024)
Surprise Calibration for Better In-Context Learning
by: Tan, Zhihang, et al.
Published: (2025)
by: Tan, Zhihang, et al.
Published: (2025)
Evaluating the Efficacy of Hybrid Deep Learning Models in Distinguishing AI-Generated Text
by: Oketunji, Abiodun Finbarrs
Published: (2023)
by: Oketunji, Abiodun Finbarrs
Published: (2023)
DESS: DeBERTa Enhanced Syntactic-Semantic Aspect Sentiment Triplet Extraction
by: Thenuwara, Vishal, et al.
Published: (2025)
by: Thenuwara, Vishal, et al.
Published: (2025)
Similar Items
-
FinBERT-QA: Financial Question Answering with pre-trained BERT Language Models
by: Yuan, Bithiah
Published: (2025) -
KinyaColBERT: A Lexically Grounded Retrieval Model for Low-Resource Retrieval-Augmented Generation
by: Nzeyimana, Antoine, et al.
Published: (2025) -
KyrgyzBERT: A Compact, Efficient Language Model for Kyrgyz NLP
by: Metinov, Adilet, et al.
Published: (2025) -
IndoBERT-Sentiment: Context-Conditioned Sentiment Classification for Indonesian Text
by: Saputra, Muhammad Apriandito Arya, et al.
Published: (2026) -
IndoBERT-Relevancy: A Context-Conditioned Relevancy Classifier for Indonesian Text
by: Saputra, Muhammad Apriandito Arya, et al.
Published: (2026)