Julia Hirschberg

86 papers · 2000–2026 · 9 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10) 🏃 Academic Marathon (25) 🌍 Conference Polyglot (8) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (19) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (28) 🤝 Dynamic Duo (11) 🔬 Deep Specialist (26) 🧬 Topic Evolution 🏆 Keyword Champion (5) ❓ The Questioner 💎 Century Club (84) 📈 Trend Setter 🗃️ Keyword Collector (259) 🚀 Conference Pioneer ⚡ Prolific Year (14) 🔥 Unstoppable (6)

Conferences

INTERSPEECH (28) EMNLP (18) NAACL (16) ACL (15) COLING (3) EACL (3) AACL (1) CONLL (1) IJCNLP (1)

Top co-authors

Sarah Ita Levitan (11) Ziwei Gong (10) Lin Ai (9) Rivka Levitan (7) Run Chen (7) Debasmita Bhattacharya (6) Eduardo Coutinho (6) Yue Zhang (6) Andrew Rosenberg (6) Alice Baird (6)

Research topics

Linguistics (2) Analysis (1) Privacy (1)

Keywords

multimodal learning (9) speech analysis (9) deception detection (8) large language model (6) text classification (6) language learning (5) emotion recognition (5) dialogue system (5) feature extraction (5) binary classification (4) sentiment analysis (4) acoustic-prosodic feature (4) acoustic feature (4) affective computing (4) empathy detection (4) speech corpus (4) social media (4) part-of-speech tagging (3) lexical feature (3) multilingual speech (3)

Papers

A Review of Incorporating Psychological Theories in LLMs EACL 2026

Discourse-Driven Code-Switching: Analyzing the Role of Content and Communicative Function in Spanish-English Bilingual Speech EMNLP 2025

Does Context Matter? A Prosodic Comparison of English and Spanish in Monolingual and Multilingual Discourse Settings EMNLP 2025

PAPILLON: Privacy Preservation from Internet-based and Local Language Model Ensembles NAACL 2025

Read to Hear: A Zero-Shot Pronunciation Assessment Using Textual Descriptions and LLMs EMNLP 2025

SMARTMiner: Extracting and Evaluating SMART Goals from Low-Resource Health Coaching Notes EMNLP 2025

Mixed Signals: Understanding Model Disagreement in Multimodal Empathy Detection IJCNLP 2025

Re:Member: Emotional Question Generation from Personal Memories EMNLP 2025

Mixed Signals: Understanding Model Disagreement in Multimodal Empathy Detection AACL 2025

Beyond Silent Letters: Amplifying LLMs in Emotion Recognition with Vocal Nuances NAACL 2025

Multimodal Emotion Recognition in Conversations: A Survey of Methods, Trends, Challenges and Prospects EMNLP 2025

Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and Challenges ACL 2025

Akan Cinematic Emotions (ACE): A Multimodal Multi-party Dataset for Emotion Recognition in Movie Dialogues ACL 2025

VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering ACL 2025

Code-switching in Context: Investigating the Role of Discourse Topic in Bilingual Speech Production EMNLP 2025

PropaInsight: Toward Deeper Understanding of Propaganda in Terms of Techniques, Appeals, and Intent COLING 2025

NovAScore: A New Automated Metric for Evaluating Document Level Novelty COLING 2025

Exploring Robustness in Doctor-Patient Conversation Summarization: An Analysis of Out-of-Domain SOAP Notes NAACL 2024

Using Adaptive Empathetic Responses for Teaching English NAACL 2024

Multimodal Multi-loss Fusion Network for Sentiment Analysis NAACL 2024

Measuring Entrainment in Spontaneous Code-switched Speech NAACL 2024

A Mapping on Current Classifying Categories of Emotions Used in Multimodal Models for Emotion Recognition EACL 2024

EmoKnob: Enhance Voice Cloning with Fine-Grained Emotion Control EMNLP 2024

Enhancing Pre-Trained Generative Language Models with Question Attended Span Extraction on Machine Reading Comprehension EMNLP 2024

Defending Against Social Engineering Attacks in the Age of LLMs EMNLP 2024

EDEN: Empathetic Dialogues for English Learning EMNLP 2024

A Survey on Open Information Extraction from Rule-based Model to Large Language Model EMNLP 2024

From Pixels to Personas: Investigating and Modeling Self-Anthropomorphism in Human-Robot Dialogues EMNLP 2024

Detecting Empathy in Speech INTERSPEECH 2024

Switching Tongues, Sharing Hearts: Identifying the Relationship between Empathy and Code-switching in Speech INTERSPEECH 2024

MultiPA: A Multi-task Speech Pronunciation Assessment Model for Open Response Scenarios INTERSPEECH 2024

Capturing Formality in Speech Across Domains and Languages INTERSPEECH 2023

DialGuide: Aligning Dialogue Model Behavior with Developer Guidelines EMNLP 2023

Acoustic-Prosodic, Lexical and Demographic Cues to Persuasiveness in Competitive Debate Speeches INTERSPEECH 2021

“Talk to me with left, right, and angles”: Lexical entrainment in spoken Hebrew dialogue EACL 2021

CHoRaL: Collecting Humor Reaction Labels from Millions of Social Media Users EMNLP 2021

Automatic Detection and Prediction of Psychiatric Hospitalizations From Social Media Posts NAACL 2021

Detection of Mental Health from Reddit via Deep Contextualized Representations EMNLP 2020

A Novel Methodology for Developing Automatic Harassment Classifiers for Twitter EMNLP 2020

Multimodal Deception Detection Using Automatically Extracted Acoustic, Visual, and Lexical Features INTERSPEECH 2020

Improving Code-Switched Language Modeling Performance Using Cognate Features INTERSPEECH 2019

Predicting Humor by Learning from Time-Aligned Comments INTERSPEECH 2019

Sincerity in Acted Speech: Presenting the Sincere Apology Corpus and Results INTERSPEECH 2019

Linguistically-Informed Training of Acoustic Word Embeddings for Low-Resource Languages INTERSPEECH 2019

Crowdsourced Hedge Term Disambiguation ACL 2019

SpatialNet: A Declarative Resource for Spatial Relations NAACL 2019

Acoustic-Prosodic Indicators of Deception and Trust in Interview Dialogues INTERSPEECH 2018

Proceedings of the Third Workshop on Computational Approaches to Linguistic Code-Switching ACL 2018

Joint Part-of-Speech and Language ID Tagging for Code-Switched Data ACL 2018

Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task ACL 2018

Deep Personality Recognition for Deception Detection INTERSPEECH 2018

The Role of Cognate Words, POS Tags and Entrainment in Code-Switching INTERSPEECH 2018

A Comparison of Speaker-based and Utterance-based Data Selection for Text-to-Speech Synthesis INTERSPEECH 2018

Predicting Arousal and Valence from Waveforms and Spectrograms Using Deep Neural Networks INTERSPEECH 2018

Linguistic Cues to Deception and Perceived Deception in Interview Dialogues NAACL 2018

Using Hedge Detection to Improve Committed Belief Tagging NAACL 2018

Crowdsourcing Universal Part-of-Speech Tags for Code-Switching INTERSPEECH 2017

Utterance Selection for Optimizing Intelligibility of TTS Voices Trained on ASR Data INTERSPEECH 2017

Hybrid Acoustic-Lexical Deep Learning Approach for Deception Detection INTERSPEECH 2017

The Native Language Sub-Challenge: The Data INTERSPEECH 2016

The Sincerity Sub-Challenge: The Data INTERSPEECH 2016

Combining Acoustic-Prosodic, Lexical, and Phonotactic Features for Automatic Deception Detection INTERSPEECH 2016

The Deception Sub-Challenge: The Data INTERSPEECH 2016

The INTERSPEECH 2016 Computational Paralinguistics Challenge: Deception, Sincerity & Native Language INTERSPEECH 2016

Automatically Classifying Self-Rated Personality Scores from Speech INTERSPEECH 2016

Implementing Acoustic-Prosodic Entrainment in a Conversational Avatar INTERSPEECH 2016

Data Selection and Adaptation for Naturalness in HMM-Based Speech Synthesis INTERSPEECH 2016

Incrementally Learning a Dependency Parser to Support Language Documentation in Field Linguistics COLING 2016

Computational Approaches to Linguistic Code Switching INTERSPEECH 2016

The INTERSPEECH 2016 Computational Paralinguistics Challenge: A Summary of Results INTERSPEECH 2016

WELT: Using Graphics Generation in Linguistic Fieldwork ACL 2014

Acoustic-Prosodic Entrainment and Social Behavior NAACL 2012

Entrainment in Speech Preceding Backchannels. ACL 2011

Improving the Arabic Pronunciation Dictionary for Phone and Word Recognition with Linguistically-Based Pronunciation Rules NAACL 2009

Detecting Pitch Accents at the Word, Syllable and Vowel Level NAACL 2009

High Frequency Word Entrainment in Spoken Dialogue ACL 2008

An Unsupervised Approach to Biography Production Using Wikipedia ACL 2008

V-Measure: A Conditional Entropy-Based External Cluster Evaluation Measure CONLL 2007

On the role of context and prosody in the interpretation of ‘okay’ ACL 2007

V-Measure: A Conditional Entropy-Based External Cluster Evaluation Measure EMNLP 2007

Story Segmentation of Broadcast News in English, Mandarin and Arabic NAACL 2006

Summarizing Speech Without Text Using Hidden Markov Models NAACL 2006

Identifying Agreement and Disagreement in Conversational Speech: Use of Bayesian Networks to Model Pragmatic Dependencies ACL 2004

Identifying User Corrections Automatically in Spoken Dialogue Systems NAACL 2001

Predicting User Reactions to System Error ACL 2001

Modeling Local Context for Pitch Accent Prediction ACL 2000