NLPExplorer

Aram Galstyan

Number of Papers:- 42

Number of Citations:- 5

First ACL Paper:- 2010

Latest ACL Paper:- 2024

Venues:-

NAACL

CoNLL

TrustNLP

EMNLP

Findings

ACL

IJCNLP

Co-Authors:-

Similar Authors:-

Leveraging LLMs for Dialogue Quality Measurement NAACL

Prompt Perturbation Consistency Learning for Robust Language Models F i n d i n g s - E A C L

BELIEVE: Belief-Enhanced Instruction Generation and Augmentation for Zero-Shot Bias Mitigation TrustNLP WS

MICo: Preventative Detoxification of Large Language Models through Inhibition Control F i n d i n g s - N A A C L

Tokenization Matters: Navigating Data-Scarce Tokenization for Gender Inclusive Language Technologies F i n d i n g s - N A A C L

Proceedings of the 4th Workshop on Trustworthy Natural Language Processing (TrustNLP 2024) TrustNLP WS

Correcting Language Model Outputs by Editing Salient Layers F i n d i n g s - E A C L

Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs ACL

The steerability of large language models toward data-driven personas NAACL

Contrastive Instruction Tuning F i n d i n g s - A C L

FLIRT: Feedback Loop In-context Red Teaming EMNLP

Attribute Controlled Fine-tuning for Large Language Models: A Case Study on Detoxification F i n d i n g s - E M N L P

Data Advisor: Dynamic Data Curation for Safety Alignment of Large Language Models EMNLP

Domain Adaptation for Sentiment Analysis Using Robust Internal Representations F i n d i n g s - E M N L P

Mohammad Rostami | Digbalay Bose | Shrikanth Narayanan | Aram Galstyan |

Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models F i n d i n g s - A C L

Measuring and Mitigating Local Instability in Deep Neural Networks F i n d i n g s - A C L

Jointly Reparametrized Multi-Layer Adaptation for Efficient and Private Tuning F i n d i n g s - A C L

Umang Gupta | Aram Galstyan | Greg Ver Steeg |

ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems ACL

Toward More Accurate and Generalizable Evaluation Metrics for Task-Oriented Dialogs ACL

Graph Meets LLM: A Novel Approach to Collaborative Filtering for Robust Conversational Understanding EMNLP

ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-Translation ACL

History repeats: Overcoming catastrophic forgetting for event-centric temporal knowledge graph completion F i n d i n g s - A C L

Mehrnoosh Mirtaheri | Mohammad Rostami | Aram Galstyan |

Resolving Ambiguities in Text-to-Image Generative Models ACL

Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal ACL Findings

DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations ACL

Sarik Ghazarian | Nuan Wen | Aram Galstyan | Nanyun Peng |

On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations ACL

Attributing Fair Decisions with Attention Interventions NAACL TrustNLP

Temporal Generalization for Spoken Language Understanding NAACL

Judith Gaspers | Anoop Kumar | Greg Ver Steeg | Aram Galstyan |

Proceedings of the 2nd Workshop on Trustworthy Natural Language Processing (TrustNLP 2022) NAACL TrustNLP

StATIK: Structure and Text for Inductive Knowledge Graph Completion Findings NAACL

Robust Conversational Agents against Imperceptible Toxicity Triggers NAACL

Ninareh Mehrabi | Ahmad Beirami | Fred Morstatter | Aram Galstyan |

Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning Representations F i n d i n g s - E M N L P