Diptesh Kanojia

47 papers · 2012–2026 · 11 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (11) 🏃 Academic Marathon (13) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (9) 🗺️ Taxonomy Completionist (76) 🤝 Dynamic Duo (20) 🔬 Deep Specialist (22) ❓ The Questioner (4) ⚡ Prolific Year (9) 📈 Trend Setter 🗃️ Keyword Collector (179) 💎 Century Club (44) 🚀 Conference Pioneer 🔥 Unstoppable (6)

Conferences

EMNLP (17) ACL (9) COLING (6) AAAI (3) EACL (3) NAACL (3) IJCAI (2) AACL (1) CONLL (1) IJCNLP (1) NIPS (1)

Top co-authors

Pushpak Bhattacharyya (20) Constantin Orasan (14) Sourabh Deoghare (7) Shenbin Qian (7) Tharindu Ranasinghe (6) Frédéric Blain (5) Archchana Sindhujan (5) Abhijit Mishra (5) Félix do Carmo (4) Swapnil Bhosale (4)

Keywords

machine translation (15) quality estimation (14) neural machine translation (7) automatic post-editing (6) multimodal learning (5) multi-task learning (5) word-level prediction (4) sentence-level prediction (4) large language model (4) transfer learning (4) low-resource language (3) ensemble learning (3) eye tracking (3) gaze behaviour (3) translation evaluation (3) text classification (3) sentiment analysis (2) parameter-efficient fine-tuning (2) error detection (2) multilingual model (2)

Papers

Domain-Specific Quality Estimation for Machine Translation in Low-Resource Scenarios EACL 2026

Parameter-Efficient Quality Estimation via Frozen Recursive Models EACL 2026

TRACE: Textual Relevance Augmentation and Contextual Encoding for Multimodal Hate Detection AAAI 2026

Findings of the WMT25 Shared Task on Automated Translation Evaluation Systems: Linguistic Diversity is Challenging and References Still Help EMNLP 2025

Giving the Old a Fresh Spin: Quality Estimation-Assisted Constrained Decoding for Automatic Post-Editing NAACL 2025

Refer to the Reference: Reference-focused Synthetic Automatic Post-Editing Data Generation COLING 2025

When LLMs Struggle: Reference-less Translation Evaluation for Low-resource Languages COLING 2025

Unsupervised Audio-Visual Segmentation with Modality Alignment AAAI 2025

BESSTIE: A Benchmark for Sentiment and Sarcasm Classification for Varieties of English ACL 2025

Automatically Generating Chinese Homophone Words to Probe Machine Translation Estimation Systems NAACL 2025

Findings of the Quality Estimation Shared Task at WMT 2024: Are LLMs Closing the Gap in QE? EMNLP 2024

Together We Can: Multilingual Automatic Post-Editing for Low-Resource Languages EMNLP 2024

Centrality-aware Product Retrieval and Ranking EMNLP 2024

What do Large Language Models Need for Machine Translation Evaluation? EMNLP 2024

AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis NIPS 2024

DiffSED: Sound Event Detection with Denoising Diffusion AAAI 2024

A Survey of Multimodal Sarcasm Detection IJCAI 2024

A Multi-task Learning Framework for Evaluating Machine Translation of Emotion-loaded User-generated Content EMNLP 2024

Using character-level models for efficient abbreviation and long-form detection COLING 2024

Are Large Language Models State-of-the-art Quality Estimators for Machine Translation of User-generated Content? EMNLP 2024

Findings of the WMT 2023 Shared Task on Quality Estimation EMNLP 2023

YANMTT: Yet Another Neural Machine Translation Toolkit ACL 2023

A Multi-task Learning Framework for Quality Estimation ACL 2023

Modelling Political Aggression on Social Media Platforms ACL 2023

Towards Safer Communities: Detecting Aggression and Offensive Language in Code-Mixed Tweets to Combat Cyberbullying ACL 2023

Predict and Use: Harnessing Predicted Gaze to Improve Multimodal Sarcasm Detection EMNLP 2023

Quality Estimation-Assisted Automatic Post-Editing EMNLP 2023

Findings of the WMT 2023 Shared Task on Automatic Post-Editing EMNLP 2023

SurreyAI 2023 Submission for the Quality Estimation Shared Task EMNLP 2023

SURREY-CTS-NLP at WASSA2022: An Experiment of Discourse and Sentiment Analysis for the Prediction of Empathy, Distress and Emotion ACL 2022

Findings of the WMT 2022 Shared Task on Quality Estimation EMNLP 2022

Harnessing Abstractive Summarization for Fact-Checked Claim Detection COLING 2022

Utilizing Weak Supervision to Create S3D: A Sarcasm Annotated Dataset EMNLP 2022

Findings of the WMT 2022 Shared Task on Automatic Post-Editing EMNLP 2022

FrameNet-assisted Noun Compound Interpretation ACL 2021

FrameNet-assisted Noun Compound Interpretation IJCNLP 2021

Pushing the Right Buttons: Adversarial Evaluation of Quality Estimation EMNLP 2021

“So You Think You’re Funny?”: Rating the Humour Quotient in Standup Comedy EMNLP 2021

Cognition-aware Cognate Detection EACL 2021

A Survey on Using Gaze Behaviour for Natural Language Processing IJCAI 2020

Happy Are Those Who Grade without Seeing: A Multi-Task Learning Approach to Grade Essays Using Gaze Behaviour AACL 2020

Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages COLING 2020

Eyes are the Windows to the Soul: Predicting the Rating of Text Quality Using Gaze Behaviour ACL 2018

Harnessing Cognitive Features for Sarcasm Detection ACL 2016

Leveraging Cognitive Features for Sentiment Analysis CONLL 2016

More than meets the eye: Study of Human Cognition in Sense Annotation NAACL 2013

Discrimination-Net for Hindi COLING 2012