A supervised approach to movie emotion tracking. - Nikos Malandrakis; Alexandros Potamianos; Georgios Evangelopoulos; Athanasia Zlatintsi (ICASSP, 2011)

Kernel Models for Affective Lexicon Creation. - Nikos Malandrakis; Alexandros Potamianos; Elias Iosif; Shrikanth S. Narayanan (INTERSPEECH, 2011)

EmotiWord: Affective Lexicon Creation with Application to Interaction and Multimedia Data. - Nikos Malandrakis; Alexandros Potamianos; Elias Iosif; Shrikanth S. Narayanan (MUSCLE, 2011)

DeepPurple: Estimating Sentence Semantic Similarity using N-gram Regression Models and Web Snippets. - Nikos Malandrakis; Elias Iosif; Alexandros Potamianos (SemEval@NAACL-HLT, 2012)

Continuous models of affect from text using n-grams. - Nikos Malandrakis; Alexandros Potamianos; Shrikanth S. Narayanan (ICASSP, 2013)

Affective classification of generic audio clips using regression models. - Nikos Malandrakis; Shiva Sundaram; Alexandros Potamianos (INTERSPEECH, 2013)

SAIL: A hybrid approach to sentiment analysis. - Nikolaos Malandrakis; Abe Kazemzadeh; Alexandros Potamianos; Shrikanth S. Narayanan (SemEval@NAACL-HLT, 2013)

DeepPurple: Lexical, String and Affective Feature Fusion for Sentence-Level Semantic Similarity Estimation. - Nikolaos Malandrakis; Elias Iosif; Vassiliki Prokopi; Alexandros Potamianos; Shrikanth S. Narayanan (*SEM@NAACL-HLT, 2013)

Distributional Semantic Models for Affective Text Analysis. - Nikos Malandrakis; Alexandros Potamianos; Elias Iosif; Shrikanth S. Narayanan (IEEE Trans. Speech Audio Process., 2013)

Affective language model adaptation via corpus selection. - Nikolaos Malandrakis; Alexandros Potamianos; Kean J. Hsu; Kalina N. Babeva; Michelle C. Feng; Gerald C. Davison; Shrikanth S. Narayanan (ICASSP, 2014)

Multimodal Prediction of Affective Dimensions and Depression in Human-Computer Interactions. - Rahul Gupta 001; Nikolaos Malandrakis; Bo Xiao 003; Tanaya Guha; Maarten Van Segbroeck; Matthew Black; Alexandros Potamianos; Shrikanth S. Narayanan (AVEC@MM, 2014)

SAIL: Sentiment Analysis using Semantic Similarity and Contrast Features. - Nikolaos Malandrakis; Michael Falcone; Colin Vaz; Jesse James Bisogni; Alexandros Potamianos; Shrikanth S. Narayanan (SemEval@COLING, 2014)

SAIL-GRS: Grammar Induction for Spoken Dialogue Systems using CF-IRF Rule Similarity. - Kalliopi Zervanou; Nikolaos Malandrakis; Shrikanth S. Narayanan (SemEval@COLING, 2014)

A quantitative analysis of gender differences in movies using psycholinguistic normatives. - Anil Ramakrishna; Nikolaos Malandrakis; Elizabeth Staruk; Shrikanth S. Narayanan (EMNLP, 2015)

Predicting therapist empathy in motivational interviews using language features inspired by psycholinguistic norms. - James Gibson; Nikolaos Malandrakis; Francisco Romero; David C. Atkins; Shrikanth S. Narayanan (INTERSPEECH, 2015)

Therapy language analysis using automatically generated psycholinguistic norms. - Nikolaos Malandrakis; Shrikanth S. Narayanan (INTERSPEECH, 2015)

Objective Language Feature Analysis in Children with Neurodevelopmental Disorders During Autism Assessment. - Manoj Kumar 007; Rahul Gupta 001; Daniel Bone; Nikolaos Malandrakis; Somer Bishop; Shrikanth S. Narayanan (INTERSPEECH, 2016)

Tweester at SemEval-2016 Task 4: Sentiment Analysis in Twitter Using Semantic-Affective Model Adaptation. - Elisavet Palogiannidi; Athanasia Kolovou; Fenia Christopoulou; Filippos Kokkinos; Elias Iosif; Nikolaos Malandrakis; Haris Papageorgiou; Shrikanth S. Narayanan; Alexandros Potamianos (SemEval@NAACL-HLT, 2016)

Linguistic analysis of differences in portrayal of movie characters. - Anil Ramakrishna; Victor R. Martinez; Nikolaos Malandrakis; Karan Singla; Shrikanth S. Narayanan (ACL (1), 2017)

Extracting Situation Frames from Non-English Speech: Evaluation Framework and Pilot Results. - Nikolaos Malandrakis; Ondrej Glembek; Shrikanth S. Narayanan (INTERSPEECH, 2017)

Team ELISA System for DARPA LORELEI Speech Evaluation 2016. - Pavlos Papadopoulos; Ruchir Travadi; Colin Vaz; Nikolaos Malandrakis; Ulf Hermjakob; Nima Pourdamghani; Michael Pust; Boliang Zhang; Xiaoman Pan; Di Lu 003; Ying Lin; Ondrej Glembek; et al. (INTERSPEECH, 2017)

Tweester at SemEval-2017 Task 4: Fusion of Semantic-Affective and pairwise classification models for sentiment analysis in Twitter. - Athanasia Kolovou; Filippos Kokkinos; Aris Fergadis; Pinelopi Papalampidi; Elias Iosif; Nikolaos Malandrakis; Elisavet Palogiannidi; Haris Papageorgiou; Shrikanth S. Narayanan; Alexandros Potamianos (SemEval@ACL, 2017)

COGNIMUSE: a multimodal video database annotated with saliency, events, semantics and emotion with application to summarization. - Athanasia Zlatintsi; Petros Koutras; Georgios Evangelopoulos; Nikolaos Malandrakis; Niki Efthymiou; Katerina Pastra; Alexandros Potamianos; Petros Maragos (EURASIP J. Image Video Process., 2017)

GOAALLL!: Using sentiment in the world cup to explore theories of emotion. - Gale M. Lucas; Jonathan Gratch; Nikolaos Malandrakis; Evan Szablowski; Eli Fessler; Jeffrey Nichols 001 (Image Vis. Comput., 2017)

The ELISA Situation Frame extraction for low resource languages pipeline for LoReHLT'2016. - Nikolaos Malandrakis; Anil Ramakrishna; Victor R. Martinez; Tanner Sorensen; Dogan Can; Shrikanth S. Narayanan (Mach. Transl., 2018)

Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents. - Nikolaos Malandrakis; Minmin Shen; Anuj Kumar Goyal; Shuyang Gao; Abhishek Sethi; Angeliki Metallinou (NGT@EMNLP-IJCNLP, 2019)

Multi-User MultiWOZ: Task-Oriented Dialogues among Multiple Users. - Yohan Jo; Xinyan Zhao; Arijit Biswas; Nikoletta Basiou; Vincent Auvray; Nikolaos Malandrakis; Angeliki Metallinou; Alexandros Potamianos (EMNLP (Findings), 2023)