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![image-center](/assets/images/resources/logo-explanation.png){: .width-paper-image-100 .align-center}
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![image-center](/assets/images/resources/lab.jpg){: .width-paper-image-100 .align-center}
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### News
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<div class="notice--success">
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<h4>ACL 2024</h4>
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<p> We got four papers accepted at ACL 2024! Congratulations to all the co-authors.
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</p>
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</div>
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<div class="notice--success">
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<h4>Google's Gemma Academic Program Award!</h4>
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<p> We are thrilled to receive a research grant from Google! Congratulations to Rishabh.
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</p>
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</div>
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<div class="notice--success">
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<h4>ICLR, EACL and WWW</h4>
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<p> We got one paper at ICLR, one at EACL, and one at WWW. Congratulations to all the co-authors!
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</p>
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</div>
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<h4>ACM MM 2023</h4>
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<p> Two papers accepted at ACM MM 2023.
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</p>
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<div class="notice--success">
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<h4>Oracle Research Grant 2023</h4>
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<p> DeCLaRe Lab is proud to receive a research grant from Oracle. It will help us to train our generative models on Oracle's cloud infrastructure.
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<h4>Interspeech 2023</h4>
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<p> Two papers accepted at Interspeech 2023. Congratulations to all the collaborators.
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</p>
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</div>
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<div class="notice--success">
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<h4>ACL 2023</h4>
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<p> Three papers accepted at ACL 2023. Congratulations to all the collaborators.
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</p>
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<h4>Collaboration with Microsoft Research</h4>
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<p> DeCLaRe Lab is thrilled to announce our selection for the Microsoft Research Accelerate Foundation Models Academic Research program. This program will enable us to contribute to the development of fair and responsible open source LLMs. We are excited to compare the performance of our models to OpenAI's LLMs, including GPT-4 and ChatGPT. </p>
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<h4>ICASSP 2023</h4>
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<p> Two papers accepted at ICASSP 2023. Congratulations to all the collaborators.
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</p>
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</div>
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<h4>EACL 2023</h4>
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<p> Two papers accepted at EACL 2022. Congratulations to all the collaborators.
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</p>
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</div>
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<h4>EMNLP 2022</h4>
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<p> Five papers accepted at EMNLP 2022. Congratulations to all the collaborators.
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</p>
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</div>
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<div class="notice--warning">
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<h4>COLING 2022</h4>
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<p>New paper: KNOT: Knowledge Distillation using Optimal Transport for Solving NLP Tasks. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/KNOT.pdf" target="_blank">Download Now!</a>
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<h4>ACL 2022</h4>
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<p>Prof. Soujanya Poria is serving as Publicity co-chair for <a href="https://www.2022.aclweb.org/" target="_blank">ACL 2022</a>!
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<h4>ACL 2022</h4>
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<p>Prof. Soujanya Poria is serving as Workshop co-chair for <a href="https://www.2022.aclweb.org/" target="_blank">AACL 2022</a>!
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<h4>New paper</h4>
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Best Paper Award Honorable Mention - Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis. ICMI 2021. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/Bi-Bimodal_Analysis.pdf">Read here</a>.
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<h4>New paper</h4>
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New Paper - Multimodal Sentiment Detection Based on Multi-channel Graph Neural Networks. ACL 2021. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/Multimodal Sentiment Detection Based on Multi-channel.pdf">Read here</a>.
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<h4>New paper</h4>
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New Paper - Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction. ACL 2021. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction.pdf">Read here</a>.
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<h4>New paper</h4>
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New Paper - Federated Distillation of Natural Language Understanding with Confident Sinkhorns. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/FEDERATED DISTILLATION OF NATURAL LANGUAGE.pdf">Read here</a>.
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<h4>New paper</h4>
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New Paper - Multi-trends Enhanced Dynamic Micro-video Recommendation. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/Multi-trends Enhanced Dynamic Micro-video Recommendation.pdf">Read here</a>.
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<h4>New paper</h4>
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New Paper - Multimodal Research in Vision and Language: A Review of Current and Emerging Trends. Information Fusion 77. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/Multimodal Research in Vision and Language.pdf">Read here</a>.
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<h4>New paper</h4>
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New Paper - Causal Augmentation for Causal Sentence Classification. ACL 2021. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/Causal Augmentation for Causal Sentence Classification.pdf">Read here</a>.
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<h4>New paper</h4>
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New Paper - Zero-Shot Controlled Generation with Encoder-Decoder Transformers. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/Zero-Shot Controlled Generation with Encoder-Decoder Transformers.pdf">Read here</a>.
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<h4>New paper</h4>
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New Paper - Analyzing the Domain Robustness of Pretrained Language Models, Layer by Layer. ACL 2021. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/Analyzing the Domain Robustness of Pretrained Language Models.pdf">Read here</a>.
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<h4>New paper</h4>
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New Paper - Conversational Transfer Learning for Emotion Recognition. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/Conversational Transfer Learning for Emotion.pdf">Read here</a>.
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<h4>New paper</h4>
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New Paper - Aspect Sentiment Triplet Extraction Using Reinforcement Learning. CIKM 77. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/Aspect Sentiment Triplet Extraction Using.pdf">Read here</a>.
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<h4>New paper</h4>
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New Paper - M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations. ICMI 2021. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/M2H2.pdf">Read here</a>.
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<h4>New paper</h4>
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New Paper - Multimodal Analysis Combining Monitoring Modalities To Elicit Cognitive States And Perform Screening For Mental Disorders. US Patent App. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/MULTIMODAL ANALYSIS COMBINING MONITORING MODALITIES.pdf">Read here</a>.
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<h4>New paper</h4>
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New Paper - Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering. ACL 2021. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/Improving Distantly Supervised Relation Extraction.pdf">Read here</a>.
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<h4>New paper</h4>
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New Paper - STaCK: Sentence Ordering with Temporal Commonsense Knowledge. EMNLP 2021. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/STaCK.pdf">Read here</a>.
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<h4>New paper</h4>
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New Paper - Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis. EMNLP 2021. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/Improving_Multimodal_Fusion.pdf">Read here</a>.
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<h4>New paper</h4>
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New Paper - More Identifiable yet Equally Performant Transformers for Text Classification. ACL 2021. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/Equally Performant Transformers.pdf">Read here</a>.
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<h4>New paper</h4>
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New Paper - CIDER: Commonsense Inference for Dialogue Explanation and Reasoning. ACL 2021. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/Investigating Gender Bias in BERT.pdf">Read here</a>.
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<h4>New paper</h4>
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New Paper - Investigating Gender Bias in BERT. Cognitive Computation. Cognitive Computation, 1-11. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/Investigating Gender Bias in BERT.pdf">Read here</a>.
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<h4>New paper</h4>
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New Paper - Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/Deep Neural Approaches to Relation Triplets Extraction.pdf">Read here</a>.
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<h4>New paper</h4>
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New Paper - Persuasive Dialogue Understanding: the Baselines and Negative Results. Neurocomputing 431. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/Persuasive Dialogue Understanding the Baselines and Negative Results.pdf">Read here</a>.
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<h4>Funding</h4>
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<p>The DeCLaRe lab has been awarded Tier 2 funding by the Ministry of Education (MoE), Singapore. We are grateful to MoE for their generosity. The project will focus on building techniques for Commonsense-aware NLP. Shoutout to the team-- Prof. Rada Mihalcea, Dr. Navonil Majumder, Prof. Alexander Gelbukh, Devamanyu Hazarika, and Deepanway Ghosal without whom it was not possible.
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<h4>New paper</h4>
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New paper - Aspect Sentiment Triplet Extraction Using Reinforcement Learning. CIKM 2021. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/ASTE_RL_CIKM_2021_FINAL.pdf">Read here</a>.
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<h4>New paper</h4>
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New paper - Exploring the Role of Context in Utterance-level Emotion, Act and Intent Classification in Conversations: An Empirical Study. ACL-IJCNLP 2021. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/dialogue-understanding-acl2021-findings.pdf">Read here</a>.
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<h4>New paper</h4>
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New paper - Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication. <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/Exemplars-guided Empathetic Response.pdf">Read here</a>.
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<h4>New paper</h4>
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New paper - Recognizing Emotion Cause in Conversations. Cognitive Computation 13 (5). <a href="https://arxiv.org/pdf/2012.11820.pdf">Read here</a>.
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<h4>New paper</h4>
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New paper on Sentiment Analysis - Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research <a href="{{ site.url }}{{ site.baseurl }}/assets/pdfs/Sentiment_Analysis_New_Directions.pdf">Read here</a>.
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<h4>Opening</h4>
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<p>We have a number of openings to join us at the DeCLaRe Lab as postdocs and research assistants/associates. Drop an email to <a href="mailto:[email protected]">Soujanya</a></p>
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<h4>Funding</h4>
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<p>The DeCLaRe lab has been awarded programmatic funding by AME. We are grateful to AME for their generosity. The project will focus on building knowledge graph-based question answering.
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<h4>Funding</h4>
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The DeCLaRe lab secured funding from DSO for a project on complex question answering. Thank you, DSO!
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<h4>New paper</h4>
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New paper on transfer learning - Hazarika, Devamanyu, Soujanya Poria, Roger Zimmermann, and Rada Mihalcea. "Emotion Recognition in Conversations with Transfer Learning from Generative Conversation Modeling. <a href="https://arxiv.org/pdf/1910.04980">[Download the paper].</a>
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