Soujanya Poria

338 papers A* 34A 5B 11C 1Misc 3Journal 198Unranked 79

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	10 Open Challenges Steering the Future of Vision-Language-Action Models. AAAI Soujanya Poria, Navonil Majumder, Chia-Yu Hung, Amir Ali Bagherzadeh, Chuan Li, Kenneth Kwok, Ziwei Wang, Cheston Tan, Jiajun Wu, David Hsu
2026	J	`jnl`	Data Agent: Learning to Select Data via End-to-End Dynamic Optimization. CoRR Suorong Yang, Fangjian Su, Hai Gan, Ziqi Ye, Jie Li, Baile Xu, Furao Shen, Soujanya Poria
2026	A*	`conf`	DialogXpert: Driving Intelligent and Emotion-Aware Conversations Through Online Value-Based Reinforcement Learning with LLM Priors. AAAI Tazeek Bin Abdur Rakib, Ambuj Mehrish, Lay-Ki Soon, Wern Han Lim, Soujanya Poria
2026	J	`jnl`	Epistemic Context Learning: Building Trust the Right Way in LLM-Based Multi-Agent Systems. CoRR Ruiwen Zhou, Maojia Song, Xiaobao Wu, Sitao Cheng, Xunjian Yin, Yuxi Xie, Zhuoqun Hao, Wenyue Hua, Liangming Pan, Soujanya Poria, Min-Yen Kan
2026	J	`jnl`	From Perception to Action: An Interactive Benchmark for Vision Reasoning. CoRR Yuhao Wu, Maojia Song, Yihuai Lan, Lei Wang, Zhiqiang Hu, Yao Xiao, Heng Zhou, Weihua Zheng, Dylan Raharja, Soujanya Poria, Roy Ka-Wei Lee
2026	J	`jnl`	LLM Alignment should go beyond Harmlessness-Helpfulness and incorporate Human Agency. Cogn. Comput. Usman Naseem, Tanmoy Chakraborty, Kai-Wei Chang, Mark Dras, Preslav Nakov, Nanyun Peng, Soujanya Poria
2025	J	`jnl`	10 Open Challenges Steering the Future of Vision-Language-Action Models. CoRR Soujanya Poria, Navonil Majumder, Chia-Yu Hung, Amir Ali Bagherzadeh, Chuan Li, Kenneth Kwok, Ziwei Wang, Cheston Tan, Jiajun Wu, David Hsu
2025	J	`jnl`	Action-guided prompt tuning for video grounding. Inf. Fusion Jing Wang, Raymon Tsao, Xuan Wang, Xiaojie Wang, Fangxiang Feng, Shiyu Tian, Soujanya Poria
2025	—	`conf`	AlgoPuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Algorithmic Multimodal Puzzles. NAACL (Long Papers) Deepanway Ghosal, Vernon Toh, Yew Ken Chia, Soujanya Poria
2025	J	`jnl`	Demystifying deep search: a holistic evaluation with hint-free multi-hop questions and factorised metrics. CoRR Maojia Song, Renhang Liu, Xinyu Wang, Yong Jiang, Pengjun Xie, Fei Huang, Soujanya Poria, Jingren Zhou
2025	J	`jnl`	DialogXpert: Driving Intelligent and Emotion-Aware Conversations through Online Value-Based Reinforcement Learning with LLM Priors. CoRR Tazeek Bin Abdur Rakib, Ambuj Mehrish, Lay-Ki Soon, Wern Han Lim, Soujanya Poria
2025	J	`jnl`	DiffPO: Diffusion-styled Preference Optimization for Efficient Inference-Time Alignment of Large Language Models. CoRR Ruizhe Chen, Wenhao Chai, Zhifei Yang, Xiaotian Zhang, Joey Tianyi Zhou, Tony Q. S. Quek, Soujanya Poria, Zuozhu Liu
2025	—	`conf`	DiffPO: Diffusion-styled Preference Optimization for Inference Time Alignment of Large Language Models. ACL (1) Ruizhe Chen, Wenhao Chai, Zhifei Yang, Xiaotian Zhang, Ziyang Wang, Tony Q. S. Quek, Joey Tianyi Zhou, Soujanya Poria, Zuozhu Liu
2025	—	`conf`	Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning. ACL (1) Qi Sun, Pengfei Hong, Pala Tej Deep, Vernon Toh, U-Xuan Tan, Deepanway Ghosal, Soujanya Poria
2025	—	`conf`	Error Typing for Smarter Rewards: Improving Process Reward Models with Error-Aware Hierarchical Supervision. EMNLP (Findings) Pala Tej Deep, Panshul Sharma, Amir Zadeh, Chuan Li, Soujanya Poria
2025	J	`jnl`	Error Typing for Smarter Rewards: Improving Process Reward Models with Error-Aware Hierarchical Supervision. CoRR Pala Tej Deep, Panshul Sharma, Amir Zadeh, Chuan Li, Soujanya Poria
2025	J	`jnl`	Error-Free Linear Attention is a Free Lunch: Exact Solution from Continuous-Time Dynamics. CoRR Jingdi Lei, Di Zhang, Soujanya Poria
2025	—	`conf`	Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk Appetite? EMNLP (Industry Track) Divij Chawla, Ashita Bhutada, Duc Anh Do, Abhinav Raghunathan, Vinod SP, Cathy Guo, Dar Win Liew, Prannaya Gupta, Rishabh Bhardwaj, Rajat Bhardwaj, Soujanya Poria
2025	J	`jnl`	Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk? CoRR Divij Chawla, Ashita Bhutada, Do Duc Anh, Abhinav Raghunathan, Vinod SP, Cathy Guo, Dar Win Liew, Prannaya Gupta, Rishabh Bhardwaj, Rajat Bhardwaj, Soujanya Poria
2025	—	`conf`	Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions. ACL (Findings) Pengfei Hong, Navonil Majumder, Deepanway Ghosal, Somak Aditya, Rada Mihalcea, Soujanya Poria
2025	—	`conf`	Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique. EMNLP (Findings) Pala Tej Deep, Vernon Toh, Rishabh Bhardwaj, Soujanya Poria
2025	—	`conf`	From Grounding to Manipulation: Case Studies of Foundation Model Integration in Embodied Robotic Systems. EMNLP (Findings) Xiuchao Sui, Daiying Tian, Qi Sun, Ruirui Chen, Dongkyu Choi, Kenneth Kwok, Soujanya Poria
2025	J	`jnl`	From Grounding to Manipulation: Case Studies of Foundation Model Integration in Embodied Robotic Systems. CoRR Xiuchao Sui, Daiying Tian, Qi Sun, Ruirui Chen, Dongkyu Choi, Kenneth Kwok, Soujanya Poria
2025	J	`jnl`	Harnessing Large Language Models for Scientific Novelty Detection. CoRR Yan Liu, Zonglin Yang, Soujanya Poria, Thanh-Son Nguyen, Erik Cambria
2025	J	`jnl`	JAM: A Tiny Flow-based Song Generator with Fine-grained Controllability and Aesthetic Alignment. CoRR Renhang Liu, Chia-Yu Hung, Navonil Majumder, Taylor Gautreaux, Amir Ali Bagherzadeh, Chuan Li, Dorien Herremans, Soujanya Poria
2025	J	`jnl`	LLMs Can't Handle Peer Pressure: Crumbling under Multi-Agent Social Interactions. CoRR Maojia Song, Pala Tej Deep, Weisheng Jin, Amir Zadeh, Chuan Li, Dorien Herremans, Soujanya Poria
2025	J	`jnl`	Lessons from Training Grounded LLMs with Verifiable Rewards. CoRR Shang Hong Sim, Pala Tej Deep, Vernon Toh, Hai Leong Chieu, Amir Zadeh, Chuan Li, Navonil Majumder, Soujanya Poria
2025	—	`conf`	Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability. NAACL (System Demonstrations) Haonan Li, Xudong Han, Zenan Zhai, Honglin Mu, Hao Wang, Zhenxuan Zhang, Yilin Geng, Shom Lin, Renxi Wang, Artem Shelmanov, Xiangyu Qi, Yuxia Wang, Donghai Hong, Youliang Yuan, Meng Chen, Haoqin Tu, Fajri Koto, Cong Zeng, Tatsuki Kuribayashi, Rishabh Bhardwaj, Bingchen Zhao, Yawen Duan, Yi Liu, Emad A. Alghamdi, Yaodong Yang, Yinpeng Dong, Soujanya Poria, Pengfei Liu, Zhengzhong Liu, Xuguang Ren, Eduard H. Hovy, Iryna Gurevych, Preslav Nakov, Monojit Choudhury, Timothy Baldwin
2025	A*	`conf`	M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework. EMNLP Yew Ken Chia, Liying Cheng, Hou Pong Chan, Maojia Song, Chaoqun Liu, Mahani Aljunied, Soujanya Poria, Lidong Bing
2025	J	`jnl`	MM-InstructEval: Zero-shot evaluation of (Multimodal) Large Language Models on multimodal reasoning tasks. Inf. Fusion Xiaocui Yang, Wenfang Wu, Shi Feng, Ming Wang, Daling Wang, Yang Li, Qi Sun, Yifei Zhang, Xiaoming Fu, Soujanya Poria
2025	A*	`conf`	MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses. ICLR Zonglin Yang, Wanhao Liu, Ben Gao, Tong Xie, Yuqiang Li, Wanli Ouyang, Soujanya Poria, Erik Cambria, Dongzhan Zhou
2025	A*	`conf`	Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse. ICLR Maojia Song, Shang Hong Sim, Rishabh Bhardwaj, Hai Leong Chieu, Navonil Majumder, Soujanya Poria
2025	J	`jnl`	NORA-1.5: A Vision-Language-Action Model Trained using World Model- and Action-based Preference Rewards. CoRR Chia-Yu Hung, Navonil Majumder, Haoyuan Deng, Liu Renhang, Yankang Ang, Amir Zadeh, Chuan Li, Dorien Herremans, Ziwei Wang, Soujanya Poria
2025	J	`jnl`	NORA: A Small Open-Sourced Generalist Vision Language Action Model for Embodied Tasks. CoRR Chia-Yu Hung, Qi Sun, Pengfei Hong, Amir Zadeh, Chuan Li, U-Xuan Tan, Navonil Majumder, Soujanya Poria
2025	J	`jnl`	OffTopicEval: When Large Language Models Enter the Wrong Chat, Almost Always! CoRR Jingdi Lei, Varun Gumma, Rishabh Bhardwaj, Seok Min Lim, Chuan Li, Amir Zadeh, Soujanya Poria
2025	—	`conf`	PREMISE: Matching-based Prediction for Accurate Review Recommendation. NAACL (Findings) Wei Han, Hui Chen, Soujanya Poria
2025	J	`jnl`	PREMISE: Matching-based Prediction for Accurate Review Recommendation. CoRR Wei Han, Hui Chen, Soujanya Poria
2025	J	`jnl`	PROEMO: Prompt-Driven Text-to-Speech Synthesis Based on Emotion and Intensity Control. CoRR Shaozuo Zhang, Ambuj Mehrish, Yingting Li, Soujanya Poria
2025	—	`conf`	Pixel-Level Reasoning Segmentation via Multi-turn Conversations. ACL (1) Dexian Cai, Xiaocui Yang, Yongkang Liu, Daling Wang, Shi Feng, Yifei Zhang, Soujanya Poria
2025	J	`jnl`	Pixel-Level Reasoning Segmentation via Multi-turn Conversations. CoRR Dexian Cai, Xiaocui Yang, Yongkang Liu, Daling Wang, Shi Feng, Yifei Zhang, Soujanya Poria
2025	J	`jnl`	PromptDistill: Query-based Selective Token Retention in Intermediate Layers for Efficient Large Language Model Inference. CoRR Weisheng Jin, Maojia Song, Pala Tej Deep, Yew Ken Chia, Amir Zadeh, Chuan Li, Soujanya Poria
2025	—	`conf`	Reward-Guided Tree Search for Inference Time Alignment of Large Language Models. NAACL (Long Papers) Chia-Yu Hung, Navonil Majumder, Ambuj Mehrish, Soujanya Poria
2025	A*	`conf`	The ACM Multimedia 2025 Grand Challenge of Multimodal Conversational Aspect-based Sentiment Analysis. ACM Multimedia Meng Luo, Hao Fei, Bobo Li, Shengqiong Wu, Qian Liu, Soujanya Poria, Erik Cambria, Mong-Li Lee, Wynne Hsu
2025	J	`jnl`	The Jumping Reasoning Curve? Tracking the Evolution of Reasoning Performance in GPT-[n] and o-[n] Models on Multimodal Puzzles. CoRR Vernon Toh Yan Han, Yew Ken Chia, Deepanway Ghosal, Soujanya Poria
2025	J	`jnl`	Toward Robust Multimodal Sentiment Analysis using multimodal foundational models. Expert Syst. Appl. Xianbing Zhao, Soujanya Poria, Xuejiao Li, Yixin Chen, Buzhou Tang
2025	J	`jnl`	Training Vision-Language Process Reward Models for Test-Time Scaling in Multimodal Reasoning: Key Insights and Lessons Learned. CoRR Brandon Ong, Pala Tej Deep, Vernon Toh, William-Chandra Tjhi, Soujanya Poria
2025	A*	`conf`	Why AI Is WEIRD and Shouldn't Be This Way: Towards AI for Everyone, with Everyone, by Everyone. AAAI Rada Mihalcea, Oana Ignat, Longju Bai, Angana Borah, Luis Chiruzzo, Zhijing Jin, Claude Kwizera, Joan Nwatu, Soujanya Poria, Thamar Solorio
2024	—	`conf`	A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the CHATGPT Era and Beyond. EACL (1) Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Viktor Schlegel, Stefan Winkler, See-Kiong Ng, Soujanya Poria
2024	J	`jnl`	Are Language Models Puzzle Prodigies? Algorithmic Puzzles Unveil Serious Challenges in Multimodal Reasoning. CoRR Deepanway Ghosal, Vernon Toh Yan Han, Yew Ken Chia, Soujanya Poria
2024	—	`conf`	CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency Models. NAACL-HLT (Findings) Xiang Li, FanBu FanBu, Ambuj Mehrish, Yingting Li, Jiale Han, Bo Cheng, Soujanya Poria
2024	J	`jnl`	CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency Models. CoRR Xiang Li, Fan Bu, Ambuj Mehrish, Yingting Li, Jiale Han, Bo Cheng, Soujanya Poria
2024	J	`jnl`	Can-Do! A Dataset and Neuro-Symbolic Grounded Framework for Embodied Planning with Large Multimodal Models. CoRR Yew Ken Chia, Qi Sun, Lidong Bing, Soujanya Poria
2024	A*	`conf`	Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources. ICLR Xingxuan Li, Ruochen Zhao, Yew Ken Chia, Bosheng Ding, Shafiq Joty, Soujanya Poria, Lidong Bing
2024	A*	`conf`	Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction. WWW Qi Sun, Kun Huang, Xiaocui Yang, Rong Tong, Kun Zhang, Soujanya Poria
2024	J	`jnl`	Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction. CoRR Qi Sun, Kun Huang, Xiaocui Yang, Rong Tong, Kun Zhang, Soujanya Poria
2024	J	`jnl`	DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling. CoRR Pala Tej Deep, Rishabh Bhardwaj, Soujanya Poria
2024	J	`jnl`	Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning. CoRR Qi Sun, Pengfei Hong, Pala Tej Deep, Vernon Toh, U-Xuan Tan, Deepanway Ghosal, Soujanya Poria
2024	J	`jnl`	Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique. CoRR Pala Tej Deep, Vernon Toh Yan Han, Rishabh Bhardwaj, Soujanya Poria
2024	—	`conf`	HYPERTTS: Parameter Efficient Adaptation in Text to Speech Using Hypernetworks. LREC/COLING Yingting Li, Rishabh Bhardwaj, Ambuj Mehrish, Bo Cheng, Soujanya Poria
2024	J	`jnl`	Hate speech detection: A comprehensive review of recent works. Expert Syst. J. Knowl. Eng. Ankita Gandhi, Param Ahir, Kinjal Adhvaryu, Pooja Shah, Ritika Lohiya, Erik Cambria, Soujanya Poria, Amir Hussain
2024	J	`jnl`	HyperTTS: Parameter Efficient Adaptation in Text to Speech using Hypernetworks. CoRR Yingting Li, Rishabh Bhardwaj, Ambuj Mehrish, Bo Cheng, Soujanya Poria
2024	J	`jnl`	INSTRAUG: Automatic Instruction Augmentation for Multimodal Instruction Fine-tuning. CoRR Wei Han, Hui Chen, Soujanya Poria
2024	J	`jnl`	Improving Text-To-Audio Models with Synthetic Captions. CoRR Zhifeng Kong, Sang-gil Lee, Deepanway Ghosal, Navonil Majumder, Ambuj Mehrish, Rafael Valle, Soujanya Poria, Bryan Catanzaro
2024	—	`conf`	Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic. ACL (1) Rishabh Bhardwaj, Do Duc Anh, Soujanya Poria
2024	J	`jnl`	Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic. CoRR Rishabh Bhardwaj, Do Duc Anh, Soujanya Poria
2024	—	`conf`	Large Language Models for Automated Open-domain Scientific Hypotheses Discovery. ACL (Findings) Zonglin Yang, Xinya Du, Junxian Li, Jie Zheng, Soujanya Poria, Erik Cambria
2024	J	`jnl`	Leveraging Parameter-Efficient Transfer Learning for Multi-Lingual Text-to-Speech Adaptation. CoRR Yingting Li, Ambuj Mehrish, Bryan Chew, Bo Cheng, Soujanya Poria
2024	J	`jnl`	Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability. CoRR Haonan Li, Xudong Han, Zenan Zhai, Honglin Mu, Hao Wang, Zhenxuan Zhang, Yilin Geng, Shom Lin, Renxi Wang, Artem Shelmanov, Xiangyu Qi, Yuxia Wang, Donghai Hong, Youliang Yuan, Meng Chen, Haoqin Tu, Fajri Koto, Tatsuki Kuribayashi, Cong Zeng, Rishabh Bhardwaj, Bingchen Zhao, Yawen Duan, Yi Liu, Emad A. Alghamdi, Yaodong Yang, Yinpeng Dong, Soujanya Poria, Pengfei Liu, Zhengzhong Liu, Xuguang Ren, Eduard H. Hovy, Iryna Gurevych, Preslav Nakov, Monojit Choudhury, Timothy Baldwin
2024	J	`jnl`	Lightweight Spatial Modeling for Combinatorial Information Extraction From Documents. CoRR Yanfei Dong, Lambert Deng, Jiazheng Zhang, Xiaodong Yu, Ting Lin, Francesco Gelli, Soujanya Poria, Wee Sun Lee
2024	J	`jnl`	M-Longdoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework. CoRR Yew Ken Chia, Liying Cheng, Hou Pong Chan, Chaoqun Liu, Maojia Song, Sharifah Mahani Aljunied, Soujanya Poria, Lidong Bing
2024	J	`jnl`	MM-InstructEval: Zero-Shot Evaluation of (Multimodal) Large Language Models on Multimodal Reasoning Tasks. CoRR Xiaocui Yang, Wenfang Wu, Shi Feng, Ming Wang, Daling Wang, Yang Li, Qi Sun, Yifei Zhang, Xiaoming Fu, Soujanya Poria
2024	J	`jnl`	MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses. CoRR Zonglin Yang, Wanhao Liu, Ben Gao, Tong Xie, Yuqiang Li, Wanli Ouyang, Soujanya Poria, Erik Cambria, Dongzhan Zhou
2024	J	`jnl`	Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse. CoRR Maojia Song, Shang Hong Sim, Rishabh Bhardwaj, Hai Leong Chieu, Navonil Majumder, Soujanya Poria
2024	—	`conf`	Mustango: Toward Controllable Text-to-Music Generation. NAACL-HLT Jan Melechovský, Zixun Guo, Deepanway Ghosal, Navonil Majumder, Dorien Herremans, Soujanya Poria
2024	J	`jnl`	Not All Votes Count! Programs as Verifiers Improve Self-Consistency of Language Models for Math Reasoning. CoRR Vernon Toh Yan Han, Deepanway Ghosal, Soujanya Poria
2024	A*	`conf`	PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis. ACM Multimedia Meng Luo, Hao Fei, Bobo Li, Shengqiong Wu, Qian Liu, Soujanya Poria, Erik Cambria, Mong-Li Lee, Wynne Hsu
2024	J	`jnl`	PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis. CoRR Meng Luo, Hao Fei, Bobo Li, Shengqiong Wu, Qian Liu, Soujanya Poria, Erik Cambria, Mong-Li Lee, Wynne Hsu
2024	—	`conf`	PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns. ACL (Findings) Yew Ken Chia, Vernon Toh, Deepanway Ghosal, Lidong Bing, Soujanya Poria
2024	J	`jnl`	PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns. CoRR Yew Ken Chia, Vernon Toh Yan Han, Deepanway Ghosal, Lidong Bing, Soujanya Poria
2024	—	`conf`	Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths. EMNLP (Findings) Yew Ken Chia, Guizhen Chen, Weiwen Xu, Anh Tuan Luu, Soujanya Poria, Lidong Bing
2024	J	`jnl`	Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths. CoRR Yew Ken Chia, Guizhen Chen, Weiwen Xu, Luu Anh Tuan, Soujanya Poria, Lidong Bing
2024	J	`jnl`	Reward Steering with Evolutionary Heuristics for Decoding-time Alignment. CoRR Chia-Yu Hung, Navonil Majumder, Ambuj Mehrish, Soujanya Poria
2024	J	`jnl`	Ruby Teaming: Improving Quality Diversity Search with Memory for Automated Red Teaming. CoRR Vernon Toh Yan Han, Rishabh Bhardwaj, Soujanya Poria
2024	A*	`conf`	Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations. EMNLP Rima Hazra, Sayan Layek, Somnath Banerjee, Soujanya Poria
2024	J	`jnl`	Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations. CoRR Rima Hazra, Sayan Layek, Somnath Banerjee, Soujanya Poria
2024	—	`conf`	Self-Adaptive Sampling for Accurate Video Question Answering on Image Text Models. NAACL-HLT (Findings) Wei Han, Hui Chen, Min-Yen Kan, Soujanya Poria
2024	—	`conf`	Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models. ACL (Findings) Rima Hazra, Sayan Layek, Somnath Banerjee, Soujanya Poria
2024	J	`jnl`	Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models. CoRR Rima Hazra, Sayan Layek, Somnath Banerjee, Soujanya Poria
2024	J	`jnl`	Stuck in the Quicksand of Numeracy, Far from AGI Summit: Evaluating LLMs' Mathematical Competency through Ontology-guided Perturbations. CoRR Pengfei Hong, Deepanway Ghosal, Navonil Majumder, Somak Aditya, Rada Mihalcea, Soujanya Poria
2024	A*	`conf`	Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization. ACM Multimedia Navonil Majumder, Chia-Yu Hung, Deepanway Ghosal, Wei-Ning Hsu, Rada Mihalcea, Soujanya Poria
2024	J	`jnl`	Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization. CoRR Navonil Majumder, Chia-Yu Hung, Deepanway Ghosal, Wei-Ning Hsu, Rada Mihalcea, Soujanya Poria
2024	J	`jnl`	TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization. CoRR Chia-Yu Hung, Navonil Majumder, Zhifeng Kong, Ambuj Mehrish, Rafael Valle, Bryan Catanzaro, Soujanya Poria
2024	J	`jnl`	Toward Robust Multimodal Learning using Multimodal Foundational Models. CoRR Xianbing Zhao, Soujanya Poria, Xuejiao Li, Yixin Chen, Buzhou Tang
2024	J	`jnl`	Two are better than one: Context window extension with multi-grained self-injection. CoRR Wei Han, Pan Zhou, Soujanya Poria, Shuicheng Yan
2024	—	`conf`	Understanding the Capabilities and Limitations of Large Language Models for Cultural Commonsense. NAACL-HLT Siqi Shen, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Soujanya Poria, Rada Mihalcea
2024	J	`jnl`	Understanding the Capabilities and Limitations of Large Language Models for Cultural Commonsense. CoRR Siqi Shen, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Soujanya Poria, Rada Mihalcea
2024	—	`conf`	Understanding, Leveraging, and Improving Large Language Models. WWW (Companion Volume) Soujanya Poria
2024	J	`jnl`	Video2Music: Suitable music generation from videos using an Affective Multimodal Transformer model. Expert Syst. Appl. Jaeyong Kang, Soujanya Poria, Dorien Herremans
2024	—	`conf`	WalledEval: A Comprehensive Safety Evaluation Toolkit for Large Language Models. EMNLP (System Demonstrations) Prannaya Gupta, Le Qi Yau, Hao Han Low, I-Shiang Lee, Hugo Maximus Lim, Yu Xin Teoh, Jia Hng Koh, Dar Win Liew, Rishabh Bhardwaj, Rajat Bhardwaj, Soujanya Poria
2024	J	`jnl`	WalledEval: A Comprehensive Safety Evaluation Toolkit for Large Language Models. CoRR Prannaya Gupta, Le Qi Yau, Hao Han Low, I-Shiang Lee, Hugo Maximus Lim, Yu Xin Teoh, Jia Hng Koh, Dar Win Liew, Rishabh Bhardwaj, Rajat Bhardwaj, Soujanya Poria
2024	J	`jnl`	Why AI Is WEIRD and Should Not Be This Way: Towards AI For Everyone, With Everyone, By Everyone. CoRR Rada Mihalcea, Oana Ignat, Longju Bai, Angana Borah, Luis Chiruzzo, Zhijing Jin, Claude Kwizera, Joan Nwatu, Soujanya Poria, Thamar Solorio
2023	—	`conf`	A Robust Information-Masking Approach for Domain Counterfactual Generation. ACL (Findings) Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria
2023	J	`jnl`	A review of deep learning techniques for speech processing. Inf. Fusion Ambuj Mehrish, Navonil Majumder, Rishabh Bharadwaj, Rada Mihalcea, Soujanya Poria
2023	A	`conf`	ADAPTERMIX: Exploring the Efficacy of Mixture of Adapters for Low-Resource TTS Adaptation. INTERSPEECH Ambuj Mehrish, Abhinav Ramesh Kashyap, Yingting Li, Navonil Majumder, Soujanya Poria
2023	J	`jnl`	ADAPTERMIX: Exploring the Efficacy of Mixture of Adapters for Low-Resource TTS Adaptation. CoRR Ambuj Mehrish, Abhinav Ramesh Kashyap, Yingting Li, Navonil Majumder, Soujanya Poria
2023	—	`conf`	Adapter Pruning using Tropical Characterization. EMNLP (Findings) Rishabh Bhardwaj, Tushar Vaidya, Soujanya Poria
2023	J	`jnl`	Adapter Pruning using Tropical Characterization. CoRR Rishabh Bhardwaj, Tushar Vaidya, Soujanya Poria
2023	J	`jnl`	Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research. IEEE Trans. Affect. Comput. Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, Rada Mihalcea
2023	J	`jnl`	Beyond Words: A Comprehensive Survey of Sentence Representations. CoRR Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Viktor Schlegel, Stefan Winkler, See-Kiong Ng, Soujanya Poria
2023	J	`jnl`	Chain of Knowledge: A Framework for Grounding Large Language Models with Structured Knowledge Bases. CoRR Xingxuan Li, Ruochen Zhao, Yew Ken Chia, Bosheng Ding, Lidong Bing, Shafiq R. Joty, Soujanya Poria
2023	J	`jnl`	Contrastive Chain-of-Thought Prompting. CoRR Yew Ken Chia, Guizhen Chen, Luu Anh Tuan, Soujanya Poria, Lidong Bing
2023	J	`jnl`	Dialogue Relation Extraction with Document-Level Heterogeneous Graph Attention Networks. Cogn. Comput. Hui Chen, Pengfei Hong, Wei Han, Navonil Majumder, Soujanya Poria
2023	J	`jnl`	Domain-Expanded ASTE: Rethinking Generalization in Aspect Sentiment Triplet Extraction. CoRR Yew Ken Chia, Hui Chen, Wei Han, Guizhen Chen, Sharifah Mahani Aljunied, Soujanya Poria, Lidong Bing
2023	Misc	`conf`	Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding. ICASSP Yingting Li, Ambuj Mehrish, Rishabh Bhardwaj, Navonil Majumder, Bo Cheng, Shuai Zhao, Amir Zadeh, Rada Mihalcea, Soujanya Poria
2023	J	`jnl`	Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding. CoRR Yingting Li, Ambuj Mehrish, Shuai Zhao, Rishabh Bhardwaj, Amir Zadeh, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2023	—	`conf`	Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt. ACL (Findings) Xiaocui Yang, Shi Feng, Daling Wang, Qi Sun, Wenfang Wu, Yifei Zhang, Pengfei Hong, Soujanya Poria
2023	J	`jnl`	Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt. CoRR Xiaocui Yang, Shi Feng, Daling Wang, Sun Qi, Wenfang Wu, Yifei Zhang, Pengfei Hong, Soujanya Poria
2023	A*	`conf`	Few-shot Multimodal Sentiment Analysis Based on Multimodal Probabilistic Fusion Prompts. ACM Multimedia Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang, Soujanya Poria
2023	J	`jnl`	Flacuna: Unleashing the Problem Solving Power of Vicuna using FLAN Fine-Tuning. CoRR Deepanway Ghosal, Yew Ken Chia, Navonil Majumder, Soujanya Poria
2023	J	`jnl`	INSTRUCTEVAL: Towards Holistic Evaluation of Instruction-Tuned Large Language Models. CoRR Yew Ken Chia, Pengfei Hong, Lidong Bing, Soujanya Poria
2023	A*	`conf`	LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models. EMNLP Zhiqiang Hu, Lei Wang, Yihuai Lan, Wanyu Xu, Ee-Peng Lim, Lidong Bing, Xing Xu, Soujanya Poria, Roy Ka-Wei Lee
2023	J	`jnl`	LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models. CoRR Zhiqiang Hu, Yihuai Lan, Lei Wang, Wanyu Xu, Ee-Peng Lim, Roy Ka-Wei Lee, Lidong Bing, Soujanya Poria
2023	—	`conf`	Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts. EMNLP (Findings) Deepanway Ghosal, Navonil Majumder, Roy Ka-Wei Lee, Rada Mihalcea, Soujanya Poria
2023	J	`jnl`	Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts. CoRR Deepanway Ghosal, Navonil Majumder, Roy Ka-Wei Lee, Rada Mihalcea, Soujanya Poria
2023	J	`jnl`	Language Model Unalignment: Parametric Red-Teaming to Expose Hidden Harms and Biases. CoRR Rishabh Bhardwaj, Soujanya Poria
2023	J	`jnl`	Large Language Models for Automated Open-domain Scientific Hypotheses Discovery. CoRR Zonglin Yang, Xinya Du, Junxian Li, Jie Zheng, Soujanya Poria, Erik Cambria
2023	—	`conf`	Lightweight Spatial Modeling for Combinatorial Information Extraction From Documents. EACL (Findings) Yanfei Dong, Lambert Deng, Jiazheng Zhang, Xiaodong Yu, Ting Lin, Francesco Gelli, Soujanya Poria, Wee Sun Lee
2023	J	`jnl`	MM-BigBench: Evaluating Multimodal Models on Multimodal Content Comprehension Tasks. CoRR Xiaocui Yang, Wenfang Wu, Shi Feng, Ming Wang, Daling Wang, Yang Li, Qi Sun, Yifei Zhang, Xiaoming Fu, Soujanya Poria
2023	J	`jnl`	Multimodal sentiment analysis: A systematic review of history, datasets, multimodal fusion methods, applications, challenges and future directions. Inf. Fusion Ankita Gandhi, Kinjal Adhvaryu, Soujanya Poria, Erik Cambria, Amir Hussain
2023	Misc	`conf`	Multiple Contrastive Learning for Multimodal Sentiment Analysis. ICASSP Xiaocui Yang, Shi Feng, Daling Wang, Pengfei Hong, Soujanya Poria
2023	J	`jnl`	ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation. CoRR Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria
2023	J	`jnl`	Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment. CoRR Rishabh Bhardwaj, Soujanya Poria
2023	J	`jnl`	SAS Video-QA: Self-Adaptive Sampling for Efficient Video Question-Answering. CoRR Wei Han, Hui Chen, Min-Yen Kan, Soujanya Poria
2023	A	`conf`	Sentence Embedder Guided Utterance Encoder (SEGUE) for Spoken Language Understanding. INTERSPEECH Yi Xuan Tan, Navonil Majumder, Soujanya Poria
2023	J	`jnl`	Sentence Embedder Guided Utterance Encoder (SEGUE) for Spoken Language Understanding. CoRR Yi Xuan Tan, Navonil Majumder, Soujanya Poria
2023	A*	`conf`	Text-to-Audio Generation using Instruction Guided Latent Diffusion Model. ACM Multimedia Deepanway Ghosal, Navonil Majumder, Ambuj Mehrish, Soujanya Poria
2023	J	`jnl`	Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model. CoRR Deepanway Ghosal, Navonil Majumder, Ambuj Mehrish, Soujanya Poria
2023	A	`conf`	UDAPTER - Efficient Domain Adaptation Using Adapters. EACL Bhavitvya Malik, Abhinav Ramesh Kashyap, Min-Yen Kan, Soujanya Poria
2023	J	`jnl`	UDApter - Efficient Domain Adaptation Using Adapters. CoRR Bhavitvya Malik, Abhinav Ramesh Kashyap, Min-Yen Kan, Soujanya Poria
2023	—	`conf`	Uncertainty Guided Label Denoising for Document-level Distant Relation Extraction. ACL (1) Qi Sun, Kun Huang, Xiaocui Yang, Pengfei Hong, Kun Zhang, Soujanya Poria
2023	J	`jnl`	Uncertainty Guided Label Denoising for Document-level Distant Relation Extraction. CoRR Qi Sun, Kun Huang, Xiaocui Yang, Pengfei Hong, Kun Zhang, Soujanya Poria
2023	J	`jnl`	Video2Music: Suitable Music Generation from Videos using an Affective Multimodal Transformer model. CoRR Jaeyong Kang, Soujanya Poria, Dorien Herremans
2023	J	`jnl`	WikiDes: A Wikipedia-based dataset for generating short descriptions from paragraphs. Inf. Fusion Hoang Thang Ta, Abu Bakar Siddiqur Rahman, Navonil Majumder, Amir Hussain, Lotfollah Najjar, Newton Howard, Soujanya Poria, Alexander F. Gelbukh
2023	—	`conf`	kNN-CM: A Non-parametric Inference-Phase Adaptation of Parametric Text Classifiers. EMNLP (Findings) Rishabh Bhardwaj, Yingting Li, Navonil Majumder, Bo Cheng, Soujanya Poria
2022	A*	`conf`	A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach. EMNLP Yew Ken Chia, Lidong Bing, Sharifah Mahani Aljunied, Luo Si, Soujanya Poria
2022	J	`jnl`	A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach. CoRR Yew Ken Chia, Lidong Bing, Sharifah Aljunied Mahani, Luo Si, Soujanya Poria
2022	—	`conf`	Analyzing Modality Robustness in Multimodal Sentiment Analysis. NAACL-HLT Devamanyu Hazarika, Yingting Li, Bo Cheng, Shuai Zhao, Roger Zimmermann, Soujanya Poria
2022	J	`jnl`	Analyzing Modality Robustness in Multimodal Sentiment Analysis. CoRR Devamanyu Hazarika, Yingting Li, Bo Cheng, Shuai Zhao, Roger Zimmermann, Soujanya Poria
2022	—	`conf`	CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues. ACL (1) Deepanway Ghosal, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2022	J	`jnl`	CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues. CoRR Deepanway Ghosal, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2022	B	`conf`	DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification. COLING Hui Chen, Wei Han, Diyi Yang, Soujanya Poria
2022	J	`jnl`	DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification. CoRR Hui Chen, Wei Han, Diyi Yang, Soujanya Poria
2022	J	`jnl`	Exemplars-Guided Empathetic Response Generation Controlled by the Elements of Human Communication. IEEE Access Navonil Majumder, Deepanway Ghosal, Devamanyu Hazarika, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria
2022	J	`jnl`	Few-shot Multimodal Sentiment Analysis based on Multimodal Probabilistic Fusion Prompts. CoRR Xiaocui Yang, Shi Feng, Daling Wang, Pengfei Hong, Soujanya Poria
2022	—	`ed.`	Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, Online only, November 20-23, 2022 AACL/IJCNLP (Findings) Yulan He, Heng Ji, Yang Liu, Sujian Li, Chia-Hui Chang, Soujanya Poria, Chenghua Lin, Wray L. Buntine, Maria Liakata, Hanqi Yan, Zonghan Yan, Sebastian Ruder, Xiaojun Wan, Miguel Arana-Catania, Zhongyu Wei, Hen-Hsen Huang, Jheng-Long Wu, Min-Yuh Day, Pengfei Liu, Ruifeng Xu
2022	J	`jnl`	Improving Zero-Shot Learning Baselines with Commonsense Knowledge. Cogn. Comput. Abhinaba Roy, Deepanway Ghosal, Erik Cambria, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2022	J	`jnl`	Improving aspect-level sentiment analysis with aspect extraction. Neural Comput. Appl. Navonil Majumder, Rishabh Bhardwaj, Soujanya Poria, Alexander F. Gelbukh, Amir Hussain
2022	B	`conf`	KNOT: Knowledge Distillation Using Optimal Transport for Solving NLP Tasks. COLING Rishabh Bhardwaj, Tushar Vaidya, Soujanya Poria
2022	—	`conf`	Knowledge Enhanced Reflection Generation for Counseling Dialogues. ACL (1) Siqi Shen, Verónica Pérez-Rosas, Charles Welch, Soujanya Poria, Rada Mihalcea
2022	A*	`conf`	MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences. EMNLP Wei Han, Hui Chen, Min-Yen Kan, Soujanya Poria
2022	J	`jnl`	MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences. CoRR Wei Han, Hui Chen, Min-Yen Kan, Soujanya Poria
2022	J	`jnl`	Multimodal research in vision and language: A review of current and emerging trends. Inf. Fusion Shagun Uppal, Sarthak Bhagat, Devamanyu Hazarika, Navonil Majumder, Soujanya Poria, Roger Zimmermann, Amir Zadeh
2022	J	`jnl`	Multiview Contextual Commonsense Inference: A New Dataset and Task. CoRR Siqi Shen, Deepanway Ghosal, Navonil Majumder, Henry Lim, Rada Mihalcea, Soujanya Poria
2022	—	`conf`	PIP: Physical Interaction Prediction via Mental Simulation with Span Selection. ECCV (35) Jiafei Duan, Samson Yu, Soujanya Poria, Bihan Wen, Cheston Tan
2022	—	`ed.`	Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, AACL/IJCNLP 2022 - Volume 1: Long Papers, Online Only, November 20-23, 2022 AACL/IJCNLP (1) Yulan He, Heng Ji, Yang Liu, Sujian Li, Chia-Hui Chang, Soujanya Poria, Chenghua Lin, Wray L. Buntine, Maria Liakata, Hanqi Yan, Zonghan Yan, Sebastian Ruder, Xiaojun Wan, Miguel Arana-Catania, Zhongyu Wei, Hen-Hsen Huang, Jheng-Long Wu, Min-Yuh Day, Pengfei Liu, Ruifeng Xu
2022	—	`ed.`	Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, AACL/IJCNLP 2022 - Volume 2: Short Papers, Online only, November 20-23, 2022 AACL/IJCNLP (2) Yulan He, Heng Ji, Yang Liu, Sujian Li, Chia-Hui Chang, Soujanya Poria, Chenghua Lin, Wray L. Buntine, Maria Liakata, Hanqi Yan, Zonghan Yan, Sebastian Ruder, Xiaojun Wan, Miguel Arana-Catania, Zhongyu Wei, Hen-Hsen Huang, Jheng-Long Wu, Min-Yuh Day, Pengfei Liu, Ruifeng Xu
2022	—	`conf`	RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction. ACL (Findings) Yew Ken Chia, Lidong Bing, Soujanya Poria, Luo Si
2022	J	`jnl`	RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction. CoRR Yew Ken Chia, Lidong Bing, Soujanya Poria, Luo Si
2022	B	`conf`	SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning. COLING Wei Han, Hui Chen, Zhen Hai, Soujanya Poria, Lidong Bing
2022	J	`jnl`	SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning. CoRR Wei Han, Hui Chen, Zhen Hai, Soujanya Poria, Lidong Bing
2022	—	`conf`	SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training. EMNLP (Findings) Hui Chen, Wei Han, Soujanya Poria
2022	J	`jnl`	SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training. CoRR Hui Chen, Wei Han, Soujanya Poria
2022	—	`conf`	So Different Yet So Alike! Constrained Unsupervised Text Style Transfer. ACL (1) Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan, Roger Zimmermann, Soujanya Poria
2022	J	`jnl`	So Different Yet So Alike! Constrained Unsupervised Text Style Transfer. CoRR Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan, Roger Zimmermann, Soujanya Poria
2022	J	`jnl`	Towards solving NLP tasks with optimal transport loss. J. King Saud Univ. Comput. Inf. Sci. Rishabh Bhardwaj, Tushar Vaidya, Soujanya Poria
2022	A*	`conf`	Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering. EMNLP Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2022	J	`jnl`	Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering. CoRR Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2022	A*	`conf`	Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding. EMNLP Rishabh Bhardwaj, Amrita Saha, Steven C. H. Hoi, Soujanya Poria
2022	J	`jnl`	WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs. CoRR Hoang Thang Ta, Abu Bakar Siddiqur Rahman, Navonil Majumder, Amir Hussain, Lotfollah Najjar, Newton Howard, Soujanya Poria, Alexander F. Gelbukh
2021	J	`jnl`	Affect Recognition for Multimodal Natural Language Processing. Cogn. Comput. Soujanya Poria, Yew-Soon Ong, Bing Liu, Lidong Bing
2021	A	`conf`	Aspect Sentiment Triplet Extraction Using Reinforcement Learning. CIKM Samson Yu Bai Jian, Tapas Nayak, Navonil Majumder, Soujanya Poria
2021	J	`jnl`	Aspect Sentiment Triplet Extraction Using Reinforcement Learning. CoRR Samson Yu Bai Jian, Tapas Nayak, Navonil Majumder, Soujanya Poria
2021	B	`conf`	Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis. ICMI Wei Han, Hui Chen, Alexander F. Gelbukh, Amir Zadeh, Louis-Philippe Morency, Soujanya Poria
2021	J	`jnl`	Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis. CoRR Wei Han, Hui Chen, Alexander F. Gelbukh, Amir Zadeh, Louis-Philippe Morency, Soujanya Poria
2021	B	`conf`	CIDER: Commonsense Inference for Dialogue Explanation and Reasoning. SIGDIAL Deepanway Ghosal, Pengfei Hong, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2021	J	`jnl`	CIDER: Commonsense Inference for Dialogue Explanation and Reasoning. CoRR Deepanway Ghosal, Pengfei Hong, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2021	J	`jnl`	Conversational transfer learning for emotion recognition. Inf. Fusion Devamanyu Hazarika, Soujanya Poria, Roger Zimmermann, Rada Mihalcea
2021	A*	`conf`	DOZEN: Cross-Domain Zero Shot Named Entity Recognition with Knowledge Graph. SIGIR Hoang Van Nguyen, Francesco Gelli, Soujanya Poria
2021	J	`jnl`	Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey. CoRR Tapas Nayak, Navonil Majumder, Pawan Goyal, Soujanya Poria
2021	J	`jnl`	Deep Neural Approaches to Relation Triplets Extraction: a Comprehensive Survey. Cogn. Comput. Tapas Nayak, Navonil Majumder, Pawan Goyal, Soujanya Poria
2021	J	`jnl`	Discriminative Dictionary Design for Action Classification in Still Images and Videos. Cogn. Comput. Abhinaba Roy, Biplab Banerjee, Amir Hussain, Soujanya Poria
2021	J	`jnl`	Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication. CoRR Navonil Majumder, Deepanway Ghosal, Devamanyu Hazarika, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria
2021	—	`conf`	Exploring the Role of Context in Utterance-level Emotion, Act and Intent Classification in Conversations: An Empirical Study. ACL/IJCNLP (Findings) Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2021	J	`jnl`	Federated Distillation of Natural Language Understanding with Confident Sinkhorns. CoRR Rishabh Bhardwaj, Tushar Vaidya, Soujanya Poria
2021	Misc	`conf`	Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering. RANLP Tapas Nayak, Navonil Majumder, Soujanya Poria
2021	J	`jnl`	Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering. CoRR Tapas Nayak, Navonil Majumder, Soujanya Poria
2021	—	`conf`	Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis. EMNLP (1) Wei Han, Hui Chen, Soujanya Poria
2021	J	`jnl`	Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis. CoRR Wei Han, Hui Chen, Soujanya Poria
2021	J	`jnl`	Information fusion for affective computing and sentiment analysis. Inf. Fusion Amir Hussain, Erik Cambria, Soujanya Poria, Ahmad Y. A. Hawalah, Francisco Herrera
2021	J	`jnl`	Investigating Gender Bias in BERT. Cogn. Comput. Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria
2021	B	`conf`	M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations. ICMI Dushyant Singh Chauhan, Gopendra Vikram Singh, Navonil Majumder, Amir Zadeh, Asif Ekbal, Pushpak Bhattacharyya, Louis-Philippe Morency, Soujanya Poria
2021	J	`jnl`	M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations. CoRR Dushyant Singh Chauhan, Gopendra Vikram Singh, Navonil Majumder, Amir Zadeh, Asif Ekbal, Pushpak Bhattacharyya, Louis-Philippe Morency, Soujanya Poria
2021	—	`conf`	MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences. NAACL-HLT Jianing Yang, Yongxin Wang, Ruitao Yi, Yuying Zhu, Azaan Rehman, Amir Zadeh, Soujanya Poria, Louis-Philippe Morency
2021	—	`conf`	More Identifiable yet Equally Performant Transformers for Text Classification. ACL/IJCNLP (1) Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria, Eduard H. Hovy
2021	J	`jnl`	More Identifiable yet Equally Performant Transformers for Text Classification. CoRR Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria, Eduard H. Hovy
2021	J	`jnl`	PIP: Physical Interaction Prediction via Mental Imagery with Span Selection. CoRR Jiafei Duan, Samson Yu, Soujanya Poria, Bihan Wen, Cheston Tan
2021	J	`jnl`	Persuasive dialogue understanding: The baselines and negative results. Neurocomputing Hui Chen, Deepanway Ghosal, Navonil Majumder, Amir Hussain, Soujanya Poria
2021	J	`jnl`	Phonetic-enriched text representation for Chinese sentiment analysis with reinforcement learning. Inf. Fusion Haiyun Peng, Yukun Ma, Soujanya Poria, Yang Li, Erik Cambria
2021	J	`jnl`	Recognizing Emotion Cause in Conversations. Cogn. Comput. Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Deepanway Ghosal, Rishabh Bhardwaj, Samson Yu Bai Jian, Pengfei Hong, Romila Ghosh, Abhinaba Roy, Niyati Chhaya, Alexander F. Gelbukh, Rada Mihalcea
2021	J	`jnl`	Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering. CoRR Fengbin Zhu, Wenqiang Lei, Chao Wang, Jianming Zheng, Soujanya Poria, Tat-Seng Chua
2021	—	`conf`	STaCK: Sentence Ordering with Temporal Commonsense Knowledge. EMNLP (1) Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2021	J	`jnl`	STaCK: Sentence Ordering with Temporal Commonsense Knowledge. CoRR Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2020	J	`jnl`	Anaphora and coreference resolution: A review. Inf. Fusion Rhea Sukthanker, Soujanya Poria, Erik Cambria, Ramkumar Thirunavukarasu
2020	J	`jnl`	Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research. CoRR Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, Rada Mihalcea
2020	—	`conf`	CMU-MOSEAS: A Multimodal Language Dataset for Spanish, Portuguese, German and French. EMNLP (1) AmirAli Bagher Zadeh, Yansheng Cao, Smon Hessner, Paul Pu Liang, Soujanya Poria, Louis-Philippe Morency
2020	—	`conf`	COSMIC: COmmonSense knowledge for eMotion Identification in Conversations. EMNLP (Findings) Deepanway Ghosal, Navonil Majumder, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria
2020	J	`jnl`	COSMIC: COmmonSense knowledge for eMotion Identification in Conversations. CoRR Deepanway Ghosal, Navonil Majumder, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria
2020	J	`jnl`	Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks. CoRR Hui Chen, Pengfei Hong, Wei Han, Navonil Majumder, Soujanya Poria
2020	J	`jnl`	Dialogue systems with audio context. Neurocomputing Tom Young, Vlad Pandelea, Soujanya Poria, Erik Cambria
2020	J	`jnl`	Emerging Trends of Multimodal Research in Vision and Language. CoRR Shagun Uppal, Sarthak Bhagat, Devamanyu Hazarika, Navonil Majumder, Soujanya Poria, Roger Zimmermann, Amir Zadeh
2020	J	`jnl`	Improving Aspect-Level Sentiment Analysis with Aspect Extraction. CoRR Navonil Majumder, Rishabh Bhardwaj, Soujanya Poria, Amir Zadeh, Alexander F. Gelbukh, Amir Hussain, Louis-Philippe Morency
2020	J	`jnl`	Improving Zero Shot Learning Baselines with Commonsense Knowledge. CoRR Abhinaba Roy, Deepanway Ghosal, Erik Cambria, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2020	J	`jnl`	Investigating Gender Bias in BERT. CoRR Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria
2020	A*	`conf`	KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis. ACL Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2020	J	`jnl`	KinGDOM: Knowledge-Guided DOMain adaptation for sentiment analysis. CoRR Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2020	—	`conf`	MIME: MIMicking Emotions for Empathetic Response Generation. EMNLP (1) Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria
2020	J	`jnl`	MIME: MIMicking Emotions for Empathetic Response Generation. CoRR Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria
2020	A*	`conf`	MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis. ACM Multimedia Devamanyu Hazarika, Roger Zimmermann, Soujanya Poria
2020	J	`jnl`	MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis. CoRR Devamanyu Hazarika, Roger Zimmermann, Soujanya Poria
2020	J	`jnl`	MTGAT: Multimodal Temporal Graph Attention Networks for Unaligned Human Multimodal Language Sequences. CoRR Jianing Yang, Yongxin Wang, Ruitao Yi, Yuying Zhu, Azaan Rehman, Amir Zadeh, Soujanya Poria, Louis-Philippe Morency
2020	J	`jnl`	Persuasive Dialogue Understanding: the Baselines and Negative Results. CoRR Hui Chen, Deepanway Ghosal, Navonil Majumder, Amir Hussain, Soujanya Poria
2020	J	`jnl`	Recognizing Emotion Cause in Conversations. CoRR Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Deepanway Ghosal, Rishabh Bhardwaj, Samson Yu Bai Jian, Romila Ghosh, Niyati Chhaya, Alexander F. Gelbukh, Rada Mihalcea
2020	A	`conf`	SenticNet 6: Ensemble Application of Symbolic and Subsymbolic AI for Sentiment Analysis. CIKM Erik Cambria, Yang Li, Frank Z. Xing, Soujanya Poria, Kenneth Kwok
2020	J	`jnl`	Social Media Marketing and Financial Forecasting. Inf. Process. Manag. Frank Z. Xing, Soujanya Poria, Erik Cambria, Roy E. Welsch
2020	J	`jnl`	Utterance-level Dialogue Understanding: An Empirical Study. CoRR Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2019	B	`conf`	An Attention-Based Model for Learning Dynamic Interaction Networks. IJCNN Sandro Cavallari, Soujanya Poria, Erik Cambria, Vincent W. Zheng, Hongyun Cai
2019	J	`jnl`	Computational Intelligence for Affective Computing and Sentiment Analysis [Guest Editorial]. IEEE Comput. Intell. Mag. Erik Cambria, Soujanya Poria, Amir Hussain, Bing Liu
2019	—	`conf`	DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation. EMNLP/IJCNLP (1) Deepanway Ghosal, Navonil Majumder, Soujanya Poria, Niyati Chhaya, Alexander F. Gelbukh
2019	J	`jnl`	DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation. CoRR Deepanway Ghosal, Navonil Majumder, Soujanya Poria, Niyati Chhaya, Alexander F. Gelbukh
2019	A*	`conf`	DialogueRNN: An Attentive RNN for Emotion Detection in Conversations. AAAI Navonil Majumder, Soujanya Poria, Devamanyu Hazarika, Rada Mihalcea, Alexander F. Gelbukh, Erik Cambria
2019	J	`jnl`	Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances. IEEE Access Soujanya Poria, Navonil Majumder, Rada Mihalcea, Eduard H. Hovy
2019	J	`jnl`	Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances. CoRR Soujanya Poria, Navonil Majumder, Rada Mihalcea, Eduard H. Hovy
2019	J	`jnl`	Emotion Recognition in Conversations with Transfer Learning from Generative Conversation Modeling. CoRR Devamanyu Hazarika, Soujanya Poria, Roger Zimmermann, Rada Mihalcea
2019	J	`jnl`	Factorized Multimodal Transformer for Multimodal Sequential Learning. CoRR Amir Zadeh, Chengfeng Mao, Kelly Shi, Yiwei Zhang, Paul Pu Liang, Soujanya Poria, Louis-Philippe Morency
2019	—	`conf`	Fusing Phonetic Features and Chinese Character Representation for Sentiment Analysis. CICLing (2) Haiyun Peng, Soujanya Poria, Yang Li, Erik Cambria
2019	—	`conf`	MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations. ACL (1) Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, Gautam Naik, Erik Cambria, Rada Mihalcea
2019	—	`conf`	Multi-task Learning for Detecting Stance in Tweets. CICLing (2) Devamanyu Hazarika, Gangeshwar Krishnamurthy, Soujanya Poria, Roger Zimmermann
2019	—	`conf`	Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis. NAACL-HLT (1) Md. Shad Akhtar, Dushyant Singh Chauhan, Deepanway Ghosal, Soujanya Poria, Asif Ekbal, Pushpak Bhattacharyya
2019	J	`jnl`	Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis. CoRR Md. Shad Akhtar, Dushyant Singh Chauhan, Deepanway Ghosal, Soujanya Poria, Asif Ekbal, Pushpak Bhattacharyya
2019	J	`jnl`	Phonetic-enriched Text Representation for Chinese Sentiment Analysis with Reinforcement Learning. CoRR Haiyun Peng, Yukun Ma, Soujanya Poria, Yang Li, Erik Cambria
2019	—	`ed.`	Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics, SEM@NAACL-HLT 2019, Minneapolis, MN, USA, June 6-7, 2019 SEM@NAACL-HLT Rada Mihalcea, Ekaterina Shutova, Lun-Wei Ku, Kilian Evang, Soujanya Poria
2019	J	`jnl`	Sentiment and Sarcasm Classification With Multitask Learning. IEEE Intell. Syst. Navonil Majumder, Soujanya Poria, Haiyun Peng, Niyati Chhaya, Erik Cambria, Alexander F. Gelbukh
2019	J	`jnl`	Sentiment and Sarcasm Classification with Multitask Learning. CoRR Navonil Majumder, Soujanya Poria, Haiyun Peng, Niyati Chhaya, Erik Cambria, Alexander F. Gelbukh
2019	J	`jnl`	The Nitty-GRITties of Success: Computational Analysis of Grit From Language. IEEE Access Tushar Maheshwari, Aishwarya N. Reganti, Soujanya Poria, Rada Mihalcea
2019	—	`conf`	Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper). ACL (1) Santiago Castro, Devamanyu Hazarika, Verónica Pérez-Rosas, Roger Zimmermann, Rada Mihalcea, Soujanya Poria
2019	J	`jnl`	Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper). CoRR Santiago Castro, Devamanyu Hazarika, Verónica Pérez-Rosas, Roger Zimmermann, Rada Mihalcea, Soujanya Poria
2019	J	`jnl`	Variational Fusion for Multimodal Sentiment Analysis. CoRR Navonil Majumder, Soujanya Poria, Gangeshwar Krishnamurthy, Niyati Chhaya, Rada Mihalcea, Alexander F. Gelbukh
2019	J	`jnl`	WildMix Dataset and Spectro-Temporal Transformer Model for Monoaural Audio Source Separation. CoRR Amir Zadeh, Tianjun Ma, Soujanya Poria, Louis-Philippe Morency
2018	—	`conf`	A Deep Learning Approach for Multimodal Deception Detection. CICLing (1) Gangeshwar Krishnamurthy, Navonil Majumder, Soujanya Poria, Erik Cambria
2018	J	`jnl`	A Deep Learning Approach for Multimodal Deception Detection. CoRR Gangeshwar Krishnamurthy, Navonil Majumder, Soujanya Poria, Erik Cambria
2018	J	`jnl`	Anaphora and Coreference Resolution: A Review. CoRR Rhea Sukthanker, Soujanya Poria, Erik Cambria, Ramkumar Thirunavukarasu
2018	B	`conf`	CASCADE: Contextual Sarcasm Detection in Online Discussion Forums. COLING Devamanyu Hazarika, Soujanya Poria, Sruthi Gorantla, Erik Cambria, Roger Zimmermann, Rada Mihalcea
2018	J	`jnl`	CASCADE: Contextual Sarcasm Detection in Online Discussion Forums. CoRR Devamanyu Hazarika, Soujanya Poria, Sruthi Gorantla, Erik Cambria, Roger Zimmermann, Rada Mihalcea
2018	A*	`conf`	Contextual Inter-modal Attention for Multi-modal Sentiment Analysis. EMNLP Deepanway Ghosal, Md. Shad Akhtar, Dushyant Singh Chauhan, Soujanya Poria, Asif Ekbal, Pushpak Bhattacharyya
2018	—	`conf`	Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos. NAACL-HLT Devamanyu Hazarika, Soujanya Poria, Amir Zadeh, Erik Cambria, Louis-Philippe Morency, Roger Zimmermann
2018	J	`jnl`	DialogueRNN: An Attentive RNN for Emotion Detection in Conversations. CoRR Navonil Majumder, Soujanya Poria, Devamanyu Hazarika, Rada Mihalcea, Alexander F. Gelbukh, Erik Cambria
2018	A*	`conf`	IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis. EMNLP Navonil Majumder, Soujanya Poria, Alexander F. Gelbukh, Md. Shad Akhtar, Erik Cambria, Asif Ekbal
2018	A*	`conf`	ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection. EMNLP Devamanyu Hazarika, Soujanya Poria, Rada Mihalcea, Erik Cambria, Roger Zimmermann
2018	—	`conf`	Learning Visual Concepts in Images Using Temporal Convolutional Networks. SSCI Qian Chen, Iti Chaturvedi, Soujanya Poria, Erik Cambria, Lorenzo Malandri
2018	J	`jnl`	MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations. CoRR Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, Gautam Naik, Erik Cambria, Rada Mihalcea
2018	A*	`conf`	Memory Fusion Network for Multi-view Sequential Learning. AAAI Amir Zadeh, Paul Pu Liang, Navonil Mazumder, Soujanya Poria, Erik Cambria, Louis-Philippe Morency
2018	J	`jnl`	Memory Fusion Network for Multi-view Sequential Learning. CoRR Amir Zadeh, Paul Pu Liang, Navonil Mazumder, Soujanya Poria, Erik Cambria, Louis-Philippe Morency
2018	—	`conf`	Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis. NAACL-HLT (2) Devamanyu Hazarika, Soujanya Poria, Prateek Vij, Gangeshwar Krishnamurthy, Erik Cambria, Roger Zimmermann
2018	A*	`conf`	Multi-attention Recurrent Network for Human Communication Comprehension. AAAI Amir Zadeh, Paul Pu Liang, Soujanya Poria, Prateek Vij, Erik Cambria, Louis-Philippe Morency
2018	J	`jnl`	Multi-attention Recurrent Network for Human Communication Comprehension. CoRR Amir Zadeh, Paul Pu Liang, Soujanya Poria, Prateek Vij, Erik Cambria, Louis-Philippe Morency
2018	—	`conf`	Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph. ACL (1) Amir Zadeh, Paul Pu Liang, Soujanya Poria, Erik Cambria, Louis-Philippe Morency
2018	J	`jnl`	Multimodal Sentiment Analysis using Hierarchical Fusion with Context Modeling. CoRR Navonil Majumder, Devamanyu Hazarika, Alexander F. Gelbukh, Erik Cambria, Soujanya Poria
2018	J	`jnl`	Multimodal Sentiment Analysis: Addressing Key Issues and Setting Up the Baselines. IEEE Intell. Syst. Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Erik Cambria, Alexander F. Gelbukh, Amir Hussain
2018	J	`jnl`	Multimodal Sentiment Analysis: Addressing Key Issues and Setting up Baselines. CoRR Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Erik Cambria, Amir Hussain, Alexander F. Gelbukh
2018	J	`jnl`	Multimodal sentiment analysis using hierarchical fusion with context modeling. Knowl. Based Syst. Navonil Majumder, Devamanyu Hazarika, Alexander F. Gelbukh, Erik Cambria, Soujanya Poria
2018	J	`jnl`	OntoSenticNet: A Commonsense Ontology for Sentiment Analysis. IEEE Intell. Syst. Mauro Dragoni, Soujanya Poria, Erik Cambria
2018	J	`jnl`	Recent Trends in Deep Learning Based Natural Language Processing [Review Article]. IEEE Comput. Intell. Mag. Tom Young, Devamanyu Hazarika, Soujanya Poria, Erik Cambria
2018	—	`conf`	Self-Attentive Feature-Level Fusion for Multimodal Emotion Detection. MIPR Devamanyu Hazarika, Sruthi Gorantla, Soujanya Poria, Roger Zimmermann
2018	A*	`conf`	SenticNet 5: Discovering Conceptual Primitives for Sentiment Analysis by Means of Context Embeddings. AAAI Erik Cambria, Soujanya Poria, Devamanyu Hazarika, Kenneth Kwok
2018	—	`ch.`	Sentiment Analysis, Basic Tasks of. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. Iti Chaturvedi, Soujanya Poria, Erik Cambria
2018	—	`conf`	Singlish SenticNet: A Concept-Based Sentiment Resource for Singapore English. SSCI Danyuan Ho, Diyana Hamzah, Soujanya Poria, Erik Cambria
2017	J	`jnl`	A review of affective computing: From unimodal analysis to multimodal fusion. Inf. Fusion Soujanya Poria, Erik Cambria, Rajiv Bajpai, Amir Hussain
2017	J	`jnl`	Basic tasks of sentiment analysis. CoRR Iti Chaturvedi, Soujanya Poria, Erik Cambria
2017	—	`conf`	Benchmarking Multimodal Sentiment Analysis. CICLing (2) Erik Cambria, Devamanyu Hazarika, Soujanya Poria, Amir Hussain, R. B. V. Subramanyam
2017	J	`jnl`	Benchmarking Multimodal Sentiment Analysis. CoRR Erik Cambria, Devamanyu Hazarika, Soujanya Poria, Amir Hussain, R. B. V. Subramanyam
2017	—	`conf`	Context-Dependent Sentiment Analysis in User-Generated Videos. ACL (1) Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Navonil Majumder, Amir Zadeh, Louis-Philippe Morency
2017	J	`jnl`	Deep Learning-Based Document Modeling for Personality Detection from Text. IEEE Intell. Syst. Navonil Majumder, Soujanya Poria, Alexander F. Gelbukh, Erik Cambria
2017	J	`jnl`	Developing a concept-level knowledge base for sentiment analysis in Singlish. CoRR Rajiv Bajpai, Soujanya Poria, Danyuan Ho, Erik Cambria
2017	J	`jnl`	Ensemble application of convolutional neural networks and multiple kernel learning for multimodal sentiment analysis. Neurocomputing Soujanya Poria, Haiyun Peng, Amir Hussain, Newton Howard, Erik Cambria
2017	A*	`conf`	Multi-level Multiple Attentions for Contextual Multimodal Sentiment Analysis. ICDM Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Navonil Majumder, Amir Zadeh, Louis-Philippe Morency
2017	—	`—`	Novel symbolic and machine-learning approaches for text-based and multimodal sentiment analysis. Soujanya Poria
2017	J	`jnl`	Recent Trends in Deep Learning Based Natural Language Processing. CoRR Tom Young, Devamanyu Hazarika, Soujanya Poria, Erik Cambria
2017	J	`jnl`	Sentiment Analysis Is a Big Suitcase. IEEE Intell. Syst. Erik Cambria, Soujanya Poria, Alexander F. Gelbukh, Mike Thelwall
2017	A*	`conf`	Tensor Fusion Network for Multimodal Sentiment Analysis. EMNLP Amir Zadeh, Minghai Chen, Soujanya Poria, Erik Cambria, Louis-Philippe Morency
2017	J	`jnl`	Tensor Fusion Network for Multimodal Sentiment Analysis. CoRR Amir Zadeh, Minghai Chen, Soujanya Poria, Erik Cambria, Louis-Philippe Morency
2016	B	`conf`	A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural Networks. COLING Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Prateek Vij
2016	J	`jnl`	A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural Networks. CoRR Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Prateek Vij
2016	J	`jnl`	Aspect extraction for opinion mining with a deep convolutional neural network. Knowl. Based Syst. Soujanya Poria, Erik Cambria, Alexander F. Gelbukh
2016	—	`conf`	Bayesian Deep Convolution Belief Networks for Subjectivity Detection. ICDM Workshops Iti Chaturvedi, Erik Cambria, Soujanya Poria, Rajiv Bajpai
2016	A*	`conf`	Convolutional MKL Based Multimodal Emotion Recognition and Sentiment Analysis. ICDM Soujanya Poria, Iti Chaturvedi, Erik Cambria, Amir Hussain
2016	J	`jnl`	Erratum to: Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques. Cogn. Comput. Kia Dashtipour, Soujanya Poria, Amir Hussain, Erik Cambria, Ahmad Y. A. Hawalah, Alexander F. Gelbukh, Qiang Zhou
2016	J	`jnl`	Fusing audio, visual and textual clues for sentiment analysis from multimodal content. Neurocomputing Soujanya Poria, Erik Cambria, Newton Howard, Guang-Bin Huang, Amir Hussain
2016	J	`jnl`	Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques. Cogn. Comput. Kia Dashtipour, Soujanya Poria, Amir Hussain, Erik Cambria, Ahmad Y. A. Hawalah, Alexander F. Gelbukh, Qiang Zhou
2016	B	`conf`	Sentic LDA: Improving on LDA with semantic similarity for aspect-based sentiment analysis. IJCNN Soujanya Poria, Iti Chaturvedi, Erik Cambria, Federica Bisio
2016	B	`conf`	SenticNet 4: A Semantic Resource for Sentiment Analysis Based on Conceptual Primitives. COLING Erik Cambria, Soujanya Poria, Rajiv Bajpai, Björn W. Schuller
2016	J	`jnl`	Unsupervised Commonsense Knowledge Enrichment for Domain-Specific Sentiment Analysis. Cogn. Comput. Nir Ofek, Soujanya Poria, Lior Rokach, Erik Cambria, Amir Hussain, Asaf Shabtai
2015	A*	`conf`	AffectiveSpace 2: Enabling Affective Intuition for Concept-Level Sentiment Analysis. AAAI Erik Cambria, Jie Fu, Federica Bisio, Soujanya Poria
2015	J	`jnl`	Concept-Level Sentiment Analysis with Dependency-Based Semantic Parsing: A Novel Approach. Cogn. Comput. Basant Agarwal, Soujanya Poria, Namita Mittal, Alexander F. Gelbukh, Amir Hussain
2015	A*	`conf`	Deep Convolutional Neural Network Textual Features and Multiple Kernel Learning for Utterance-level Multimodal Sentiment Analysis. EMNLP Soujanya Poria, Erik Cambria, Alexander F. Gelbukh
2015	—	`conf`	Modelling Public Sentiment in Twitter: Using Linguistic Patterns to Enhance Supervised Learning. CICLing (2) Prerna Chikersal, Soujanya Poria, Erik Cambria, Alexander F. Gelbukh, Chng Eng Siong
2015	—	`conf`	SeNTU: Sentiment Analysis of Tweets by Combining a Rule-based Classifier with Supervised Learning. SemEval@NAACL-HLT Prerna Chikersal, Soujanya Poria, Erik Cambria
2015	J	`jnl`	Sentiment Data Flow Analysis by Means of Dynamic Linguistic Patterns. IEEE Comput. Intell. Mag. Soujanya Poria, Erik Cambria, Alexander F. Gelbukh, Federica Bisio, Amir Hussain
2015	—	`conf`	The CLSA Model: A Novel Framework for Concept-Level Sentiment Analysis. CICLing (2) Erik Cambria, Soujanya Poria, Federica Bisio, Rajiv Bajpai, Iti Chaturvedi
2015	J	`jnl`	Towards an intelligent framework for multimodal affective data analysis. Neural Networks Soujanya Poria, Erik Cambria, Amir Hussain, Guang-Bin Huang
2014	—	`conf`	A Rule-Based Approach to Aspect Extraction from Product Reviews. SocialNLP@COLING Soujanya Poria, Erik Cambria, Lun-Wei Ku, Chen Gui, Alexander F. Gelbukh
2014	—	`conf`	Dependency Tree-Based Rules for Concept-Level Aspect-Based Sentiment Analysis. SemWebEval@ESWC Soujanya Poria, Nir Ofek, Alexander F. Gelbukh, Amir Hussain, Lior Rokach
2014	—	`conf`	Dependency-Based Semantic Parsing for Concept-Level Text Analysis. CICLing (1) Soujanya Poria, Basant Agarwal, Alexander F. Gelbukh, Amir Hussain, Newton Howard
2014	J	`jnl`	EmoSenticSpace: A novel framework for affective common-sense reasoning. Knowl. Based Syst. Soujanya Poria, Alexander F. Gelbukh, Erik Cambria, Amir Hussain, Guang-Bin Huang
2014	—	`conf`	Sentic API: A Common and Common-Sense Knowledge API for Cognition-Driven Sentiment Analysis. #MSM Erik Cambria, Soujanya Poria, Alexander F. Gelbukh, Kenneth Kwok
2014	J	`jnl`	Sentic patterns: Dependency-based rules for concept-level sentiment analysis. Knowl. Based Syst. Soujanya Poria, Erik Cambria, Grégoire Winterstein, Guang-Bin Huang
2013	—	`conf`	A Review of Artificial Intelligence and Biologically Inspired Computational Approaches to Solving Issues in Narrative Financial Disclosure. BICS Saliha Minhas, Soujanya Poria, Amir Hussain, Khalid Hussainey
2013	—	`conf`	Common Sense Knowledge Based Personality Recognition from Text. MICAI (2) Soujanya Poria, Alexander F. Gelbukh, Basant Agarwal, Erik Cambria, Newton Howard
2013	J	`jnl`	Enhanced SenticNet with Affective Labels for Concept-Based Opinion Mining. IEEE Intell. Syst. Soujanya Poria, Alexander F. Gelbukh, Amir Hussain, Newton Howard, Dipankar Das, Sivaji Bandyopadhyay
2013	—	`conf`	Erratum: Common Sense Knowledge Based Personality Recognition from Text. MICAI (2) Soujanya Poria, Alexander F. Gelbukh, Basant Agarwal, Erik Cambria, Newton Howard
2013	—	`conf`	Music Genre Classification: A Semi-supervised Approach. MCPR Soujanya Poria, Alexander F. Gelbukh, Amir Hussain, Sivaji Bandyopadhyay, Newton Howard
2013	—	`ch.`	Sentic Computing for Social Media Analysis, Representation, and Retrieval. Social Media Retrieval Erik Cambria, Marco Grassi, Soujanya Poria, Amir Hussain
2012	C	`conf`	A Classifier Based Approach to Emotion Lexicon Construction. NLDB Dipankar Das, Soujanya Poria, Sivaji Bandyopadhyay
2012	—	`conf`	Enriching SenticNet Polarity Scores through Semi-Supervised Fuzzy Clustering. ICDM Workshops Soujanya Poria, Alexander F. Gelbukh, Erik Cambria, Dipankar Das, Sivaji Bandyopadhyay
2012	—	`conf`	Fuzzy Clustering for Semi-supervised Learning - Case Study: Construction of an Emotion Lexicon. MICAI (1) Soujanya Poria, Alexander F. Gelbukh, Dipankar Das, Sivaji Bandyopadhyay
2012	—	`conf`	SMSFR: SMS-Based FAQ Retrieval System. MICAI (2) Partha Pakray, Santanu Pal, Soujanya Poria, Sivaji Bandyopadhyay, Alexander F. Gelbukh
2011	—	`conf`	A Textual Entailment System using Anaphora Resolution. TAC Partha Pakray, Snehasis Neogi, Pinaki Bhaskar, Soujanya Poria, Sivaji Bandyopadhyay, Alexander F. Gelbukh
2011	J	`jnl`	Semantic Textual Entailment Recognition using UNL. Polibits Partha Pakray, Soujanya Poria, Sivaji Bandyopadhyay, Alexander F. Gelbukh
2010	—	`conf`	JU_CSE_TAC: Textual Entailment Recognition System at TAC RTE-6. TAC Partha Pakray, Santanu Pal, Soujanya Poria, Sivaji Bandyopadhyay, Alexander F. Gelbukh