Malihe Alikhani

56 papers · 2018–2025 · 10 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (10) 🏃 Academic Marathon (7) 🗺️ Taxonomy Completionist (80) 🌈 Renaissance Researcher (12) 🔬 Deep Specialist (12) 🤝 Dynamic Duo (16) 🏆 Keyword Champion (2) 🔥 Unstoppable (8) ❓ The Questioner (2) 💎 Century Club (56) 🗃️ Keyword Collector (208) ⚡ Prolific Year (12) 📈 Trend Setter

Conferences

ACL (14) COLING (10) EMNLP (9) NAACL (6) AAAI (4) EACL (4) IJCNLP (4) AACL (3) IJCAI (1) UAI (1)

Top co-authors

Anthony Sicilia (16) Katherine Atwell (12) Mert Inan (11) Sabit Hassan (10) Matthew Stone (10) Varun Gangal (4) Eduard Hovy (4) Steven Y. Feng (4) Kayo Yin (4) Junyi Jessy Li (3)

Research topics

Linguistics (1)

Keywords

large language model (8) text generation (8) multimodal learning (7) text classification (5) sign language processing (5) dialogue system (5) uncertainty quantification (4) coherence relation (4) domain adaptation (3) bias mitigation (3) sentiment analysis (3) conversation forecasting (3) sign language generation (3) discourse analysis (3) image captioning (3) active learning (3) transformer model (3) natural language processing (2) unsupervised learning (2) language model (2)

Papers

How to Align Multiple Signed Language Corpora for Better Sign-to-Sign Translations? NAACL 2025

Identifying & Interactively Refining Ambiguous User Goals for Data Visualization Code Generation EMNLP 2025

Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI COLING 2025

An Active Learning Framework for Inclusive Generation by Large Language Models COLING 2025

Adaptive Platt Scaling with Causal Interpretations for Self-Reflective Language Model Uncertainty Estimates EMNLP 2025

Evaluating Theory of (an uncertain) Mind: Predicting the Uncertain Beliefs of Others from Conversational Cues ACL 2025

Measuring Bias and Agreement in Large Language Model Presupposition Judgments ACL 2025

SignAlignLM: Integrating Multimodal Sign Language Processing into Large Language Models ACL 2025

Accounting for Sycophancy in Language Model Uncertainty Estimation NAACL 2025

Studying and Mitigating Biases in Sign Language Understanding Models EMNLP 2024

Generating Signed Language Instructions in Large-Scale Dialogue Systems NAACL 2024

Seeing Eye-to-Eye: Cross-Modal Coherence Relations Inform Eye-gaze Patterns During Comprehension & Production COLING 2024

Combining Discourse Coherence with Large Language Models for More Inclusive, Equitable, and Robust Task-Oriented Dialogue COLING 2024

HumBEL: A Human-in-the-Loop Approach for Evaluating Demographic Factors of Language Models in Human-Machine Conversations EACL 2024

Eliciting Uncertainty in Chain-of-Thought to Mitigate Bias against Forecasting Harmful User Behaviors EMNLP 2024

Active Learning for Robust and Representative LLM Generation in Safety-Critical Scenarios EMNLP 2024

Deal, or no deal (or who knows)? Forecasting Uncertainty in Conversations using Large Language Models ACL 2024

PANCETTA: Phoneme Aware Neural Completion to Elicit Tongue Twisters Automatically EACL 2023

DisCGen: A Framework for Discourse-Informed Counterspeech Generation AACL 2023

DisCGen: A Framework for Discourse-Informed Counterspeech Generation IJCNLP 2023

Practical Tools from Domain Adaptation for Designing Inclusive, Equitable, and Robust Generative AI AACL 2023

Learning to Generate Equitable Text in Dialogue from Biased Training Data ACL 2023

MedNgage: A Dataset for Understanding Engagement in Patient-Nurse Conversations ACL 2023

D-CALM: A Dynamic Clustering-based Active Learning Approach for Mitigating Bias ACL 2023

Including Facial Expressions in Contextual Embeddings for Sign Language Generation ACL 2023

How people talk about each other: Modeling Generalized Intergroup Bias and Emotion EACL 2023

Multilingual Content Moderation: A Case Study on Reddit EACL 2023

Practical Tools from Domain Adaptation for Designing Inclusive, Equitable, and Robust Generative AI IJCNLP 2023

SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization EMNLP 2023

Findings of the Second WMT Shared Task on Sign Language Translation (WMT-SLT23) EMNLP 2023

The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error ACL 2022

Retrieve, Caption, Generate: Visual Grounding for Enhancing Commonsense in Text Generation Models AAAI 2022

LEATHER: A Framework for Learning to Generate Human-like Text in Dialogue AACL 2022

Including Signed Languages in Natural Language Processing (Extended Abstract) IJCAI 2022

Cross-Modal Coherence for Text-to-Image Retrieval AAAI 2022

PAC-Bayesian domain adaptation bounds for multiclass learners UAI 2022

NAREOR: The Narrative Reordering Problem AAAI 2022

APPDIA: A Discourse-aware Transformer-based Style Transfer Model for Offensive Social Media Conversations COLING 2022

PINEAPPLE: Personifying INanimate Entities by Acquiring Parallel Personification Data for Learning Enhanced Generation COLING 2022

The Role of Context and Uncertainty in Shallow Discourse Parsing COLING 2022

Political Ideology and Polarization: A Multi-dimensional Approach NAACL 2022

Modeling Intensification for Sign Language Generation: A Computational Approach ACL 2022

Signed Coreference Resolution EMNLP 2021

Including Signed Languages in Natural Language Processing ACL 2021

Entheos: A Multimodal Dataset for Studying Enthusiasm ACL 2021

COSMic: A Coherence-Aware Generation Metric for Image Descriptions EMNLP 2021

Including Signed Languages in Natural Language Processing IJCNLP 2021

Entheos: A Multimodal Dataset for Studying Enthusiasm IJCNLP 2021

Cross-modal Coherence Modeling for Caption Generation ACL 2020

Combining Cognitive Modeling and Reinforcement Learning for Clarification in Dialogue COLING 2020

Achieving Common Ground in Multi-modal Dialogue ACL 2020

That and There: Judging the Intent of Pointing Actions with Robotic Arms AAAI 2020

Aspectuality Across Genre: A Distributional Semantics Approach COLING 2020

“Caption” as a Coherence Relation: Evidence and Implications NAACL 2019

CITE: A Corpus of Image-Text Discourse Relations NAACL 2019

Arrows are the Verbs of Diagrams COLING 2018