| Prompt Tuning Vision Language Models with Margin Regularizer for Few-Shot Learning under Distribution Shifts | May 21, 2025 | Few-Shot LearningTask 2 | CodeCode Available | 0 |
| Cross-Lingual Lemmatization and Morphology Tagging with Two-Stage Multilingual BERT Fine-Tuning | Aug 1, 2019 | LemmatizationMorphological Analysis | CodeCode Available | 0 |
| Feature Fusion Revisited: Multimodal CTR Prediction for MMCTR Challenge | Apr 26, 2025 | Click-Through Rate PredictionInformation Retrieval | CodeCode Available | 0 |
| NER4ID at SemEval-2022 Task 2: Named Entity Recognition for Idiomaticity Detection | Jul 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| IXA/Cogcomp at SemEval-2023 Task 2: Context-enriched Multilingual Named Entity Recognition using Knowledge Bases | Apr 20, 2023 | Multilingual Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| JARVix at SemEval-2022 Task 2: It Takes One to Know One? Idiomaticity Detection using Zero and One-Shot Learning | Feb 4, 2022 | Binary ClassificationClassification | CodeCode Available | 0 |
| An Empirical Methodology for Detecting and Prioritizing Needs during Crisis Events | Jun 2, 2020 | Task 2 | CodeCode Available | 0 |
| Detecting Political Biases of Named Entities and Hashtags on Twitter | Sep 16, 2022 | Multi-Task LearningTask 2 | CodeCode Available | 0 |
| Jmp8 at SemEval-2017 Task 2: A simple and general distributional approach to estimate word similarity | Aug 1, 2017 | Dimensionality ReductionSemantic Similarity | CodeCode Available | 0 |
| Adapting Document-Grounded Dialog Systems to Spoken Conversations using Data Augmentation and a Noisy Channel Model | Dec 16, 2021 | Data AugmentationTask 2 | CodeCode Available | 0 |
| Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation | Jun 5, 2024 | Argument MiningMetric Learning | CodeCode Available | 0 |
| Human Attention in Image Captioning: Dataset and Analysis | Mar 6, 2019 | Image CaptioningImage Description | CodeCode Available | 0 |
| nigam@COLIEE-22: Legal Case Retrieval and Entailment using Cascading of Lexical and Semantic-based models | Apr 16, 2022 | RetrievalSentence | CodeCode Available | 0 |
| Fine-tuning Tree-LSTM for phrase-level sentiment classification on a Polish dependency treebank. Submission to PolEval task 2 | Nov 3, 2017 | General ClassificationSentiment Analysis | CodeCode Available | 0 |
| Deep Representations for Time-varying Brain Datasets | May 23, 2022 | AttributeGraph Neural Network | CodeCode Available | 0 |
| Forecasting the presence and intensity of hostility on Instagram using linguistic and social features | Apr 18, 2018 | Task 2 | CodeCode Available | 0 |
| KFU NLP Team at SMM4H 2020 Tasks: Cross-lingual Transfer Learning with Pretrained Language Models for Drug Reactions | Dec 1, 2020 | Cross-Lingual TransferTask 2 | CodeCode Available | 0 |
| MaLei at the PLABA Track of TAC-2024: RoBERTa for Task 1 -- LLaMA3.1 and GPT-4o for Task 2 | Nov 11, 2024 | Task 2 | CodeCode Available | 0 |
| Why Do Pretrained Language Models Help in Downstream Tasks? An Analysis of Head and Prompt Tuning | Jun 17, 2021 | Task 2 | CodeCode Available | 0 |
| Automated Detection of Myopic Maculopathy in MMAC 2023: Achievements in Classification, Segmentation, and Spherical Equivalent Prediction | Jan 8, 2024 | ClassificationContrastive Learning | CodeCode Available | 0 |
| FZI-WIM at SemEval-2024 Task 2: Self-Consistent CoT for Complex NLI in Biomedical Domain | Jun 14, 2024 | Natural Language InferenceTask 2 | CodeCode Available | 0 |
| Deep Learning for Longitudinal Gross Tumor Volume Segmentation in MRI-Guided Adaptive Radiotherapy for Head and Neck Cancer | Dec 1, 2024 | SegmentationTask 2 | CodeCode Available | 0 |
| A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model | Jan 26, 2022 | Grammatical Error CorrectionLanguage Modeling | CodeCode Available | 0 |
| Zhestyatsky at SemEval-2021 Task 2: ReLU over Cosine Similarity for BERT Fine-tuning | Apr 13, 2021 | Task 2 | CodeCode Available | 0 |
| Data Valuation using Reinforcement Learning | Sep 25, 2019 | Data ValuationDomain Adaptation | CodeCode Available | 0 |
| General-purpose Tagging of Freesound Audio with AudioSet Labels: Task Description, Dataset, and Baseline | Jul 26, 2018 | Audio TaggingTask 2 | CodeCode Available | 0 |
| SVC-onGoing: Signature Verification Competition | Aug 13, 2021 | Task 2 | CodeCode Available | 0 |
| Retrieval-Augmented Neural Field for HRTF Upsampling and Personalization | Jan 22, 2025 | Audio GenerationRetrieval | CodeCode Available | 0 |
| Not-NUTs at W-NUT 2020 Task 2: A BERT-based System in Identifying Informative COVID-19 English Tweets | Sep 14, 2020 | Task 2 | CodeCode Available | 0 |
| Large Language Models for Cross-lingual Emotion Detection | Oct 21, 2024 | Task 2 | CodeCode Available | 0 |
| Large-Scale Multi-Domain Recommendation: an Automatic Domain Feature Extraction and Personalized Integration Framework | Apr 12, 2024 | Feature EngineeringTask 2 | CodeCode Available | 0 |
| TLDR at SemEval-2024 Task 2: T5-generated clinical-Language summaries for DeBERTa Report Analysis | Apr 14, 2024 | Natural Language InferenceTask 2 | CodeCode Available | 0 |
| GX at SemEval-2021 Task 2: BERT with Lemma Information for MCL-WiC Task | Aug 1, 2021 | LEMMAMachine Translation | CodeCode Available | 0 |
| UQ at #SMM4H 2023: ALEX for Public Health Analysis with Social Media | Sep 8, 2023 | Data AugmentationTask 2 | CodeCode Available | 0 |
| BanglaNLP at BLP-2023 Task 2: Benchmarking different Transformer Models for Sentiment Analysis of Bangla Social Media Posts | Oct 13, 2023 | BenchmarkingSentiment Analysis | CodeCode Available | 0 |
| NTUA-SLP at SemEval-2018 Task 2: Predicting Emojis using RNNs with Context-aware Attention | Apr 18, 2018 | Task 2Word Embeddings | CodeCode Available | 0 |
| NTUNLPL at FinCausal 2020, Task 2:Improving Causality Detection Using Viterbi Decoder | Dec 1, 2020 | DecoderTask 2 | CodeCode Available | 0 |
| NutCracker at WNUT-2020 Task 2: Robustly Identifying Informative COVID-19 Tweets using Ensembling and Adversarial Training | Oct 9, 2020 | Task 2Text Classification | CodeCode Available | 0 |
| Automatic Analysis of Flaws in Pre-Trained NLP Models | Dec 1, 2016 | Task 2 | CodeCode Available | 0 |
| HHMM at SemEval-2019 Task 2: Unsupervised Frame Induction using Contextualized Word Embeddings | May 5, 2019 | ClusteringTask 2 | CodeCode Available | 0 |
| One-Shot Learning of Multi-Step Tasks from Observation via Activity Localization in Auxiliary Video | Jun 29, 2018 | One-Shot LearningReinforcement Learning | CodeCode Available | 0 |
| Lisbon Computational Linguists at SemEval-2024 Task 2: Using A Mistral 7B Model and Data Augmentation | Aug 6, 2024 | Data AugmentationLanguage Modeling | CodeCode Available | 0 |
| HiJoNLP at SemEval-2022 Task 2: Detecting Idiomaticity of Multiword Expressions using Multilingual Pretrained Language Models | May 27, 2022 | Task 2 | CodeCode Available | 0 |
| Sew-Embed at SemEval-2017 Task 2: Language-Independent Concept Representations from a Semantically Enriched Wikipedia | Aug 1, 2017 | Semantic Textual SimilarityTask 2 | CodeCode Available | 0 |
| LLM-BABYBENCH: Understanding and Evaluating Grounded Planning and Reasoning in LLMs | May 17, 2025 | Task 2 | CodeCode Available | 0 |
| Classifying Math KCs via Task-Adaptive Pre-Trained BERT | May 24, 2021 | MathPrediction | CodeCode Available | 0 |
| RSM-NLP at BLP-2023 Task 2: Bangla Sentiment Analysis using Weighted and Majority Voted Fine-Tuned Transformers | Oct 22, 2023 | Sentiment AnalysisTask 2 | CodeCode Available | 0 |
| Sexism Prediction in Spanish and English Tweets Using Monolingual and Multilingual BERT and Ensemble Models | Nov 8, 2021 | Task 2 | CodeCode Available | 0 |
| CRCL at SemEval-2024 Task 2: Simple prompt optimizations | May 3, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| LowResource at BLP-2023 Task 2: Leveraging BanglaBert for Low Resource Sentiment Analysis of Bangla Language | Nov 21, 2023 | Sentiment AnalysisTask 2 | CodeCode Available | 0 |