Duy Vu

BENCHMARKING AND MODIFYING BEHAVIORAL ROBUSTNESS OF TEXT-TO-SQL MODELS

GENERATIVE MODEL BASED QUERY LANGUAGE GENERATION FOR DATE TIME EXPRESSIONS

INSTRUCTION INDUCTION FOR NL2SQL PROMPTS AND GENERATIVE MODELS

FUSION OF WORD EMBEDDINGS AND WORD SCORES FOR TEXT CLASSIFICATION

LARGE LANGUAGE MODELS FOR NL2SQL WITH LONG CONTEXT FINETUNING

IN-CONTEXT LEARNING FOR NL2SQL WITH PATTERN BASED RETRIEVAL

EXECUTION AND SEMANTIC ERROR CORRECTION CAPABILITIES FOR NATURAL LANGUAGE TO LOGICAL FORM MODEL

CONTEXT TAG INTEGRATION WITH NAMED ENTITY RECOGNITION MODELS

FRAMEWORK FOR FOCUSED TRAINING OF LANGUAGE MODELS AND TECHNIQUES FOR END-TO-END HYPERTUNING OF THE FRAMEWORK

SYSTEM AND METHOD FOR IMPROVING AN END-TO-END AUTOMATIC SPEECH RECOGNITION MODEL

Techniques for out-of-domain (OOD) detection

MULTI-TASK MODEL WITH CONTEXT MASKING

DATA AUGMENTATION AND BATCH BALANCING FOR TRAINING MULTI-LINGUAL MODEL

CONTEXT TAG INTEGRATION WITH NAMED ENTITY RECOGNITION MODELS

Techniques for out-of-domain (OOD) detection

DATA AUGMENTATION AND BATCH BALANCING METHODS TO ENHANCE NEGATION AND FAIRNESS

NAMED ENTITY BIAS DETECTION AND MITIGATION TECHNIQUES FOR SENTENCE SENTIMENT ANALYSIS

DATA AUGMENTATION AND BATCH BALANCING METHODS TO ENHANCE NEGATION AND FAIRNESS

WIDE AND DEEP NETWORK FOR LANGUAGE DETECTION USING HASH EMBEDDINGS

FUSION OF WORD EMBEDDINGS AND WORD SCORES FOR TEXT CLASSIFICATION

Framework for focused training of language models and techniques for end-to-end hypertuning of the framework

Context tag integration with named entity recognition models

Techniques for out-of-domain (OOD) detection