| Labeling supervised fine-tuning data with the scaling law | May 5, 2024 | coreference-resolutionCoreference Resolution | CodeCode Available | 7 |
| Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling | Apr 3, 2023 | Common Sense ReasoningCoreference Resolution | CodeCode Available | 6 |
| Zero-Shot Learners for Natural Language Understanding via a Unified Multiple Choice Perspective | Oct 16, 2022 | Coreference ResolutionMultiple-choice | CodeCode Available | 4 |
| N-Grammer: Augmenting Transformers with latent n-grams | Jul 13, 2022 | Common Sense ReasoningCoreference Resolution | CodeCode Available | 4 |
| RAKG:Document-level Retrieval Augmented Knowledge Graph Construction | Apr 14, 2025 | coreference-resolutionCoreference Resolution | CodeCode Available | 3 |
| Scaling Instruction-Finetuned Language Models | Oct 20, 2022 | Coreference ResolutionCross-Lingual Question Answering | CodeCode Available | 3 |
| ST-MoE: Designing Stable and Transferable Sparse Expert Models | Feb 17, 2022 | ARCCommon Sense Reasoning | CodeCode Available | 3 |
| Finetuned Language Models Are Zero-Shot Learners | Sep 3, 2021 | ARCCommon Sense Reasoning | CodeCode Available | 3 |
| Language Models are Few-Shot Learners | May 28, 2020 | answerability predictionArticles | CodeCode Available | 3 |
| BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding | Oct 11, 2018 | Citation Intent ClassificationCommon Sense Reasoning | CodeCode Available | 3 |
| Attention Is All You Need | Jun 12, 2017 | Abstractive Text SummarizationAll | CodeCode Available | 3 |
| Maverick: Efficient and Accurate Coreference Resolution Defying Recent Trends | Jul 31, 2024 | coreference-resolutionCoreference Resolution | CodeCode Available | 2 |
| The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning | May 23, 2023 | Common Sense ReasoningCommon Sense Reasoning (Zero-Shot) | CodeCode Available | 2 |
| LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions | Apr 27, 2023 | Common Sense ReasoningCoreference Resolution | CodeCode Available | 2 |
| Hungry Hungry Hippos: Towards Language Modeling with State Space Models | Dec 28, 2022 | 8kCoreference Resolution | CodeCode Available | 2 |
| Crosslingual Generalization through Multitask Finetuning | Nov 3, 2022 | Coreference ResolutionCross-Lingual Transfer | CodeCode Available | 2 |
| Ask Me Anything: A simple strategy for prompting language models | Oct 5, 2022 | Coreference ResolutionNatural Language Inference | CodeCode Available | 2 |
| AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model | Aug 2, 2022 | Causal Language ModelingCommon Sense Reasoning | CodeCode Available | 2 |
| PaLM: Scaling Language Modeling with Pathways | Apr 5, 2022 | Auto DebuggingCode Generation | CodeCode Available | 2 |
| DeBERTa: Decoding-enhanced BERT with Disentangled Attention | Jun 5, 2020 | Common Sense ReasoningCoreference Resolution | CodeCode Available | 2 |
| Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer | Oct 23, 2019 | Answer GenerationCommon Sense Reasoning | CodeCode Available | 2 |
| Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models | Jun 4, 2024 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking | Apr 19, 2024 | Benchmarkingcoreference-resolution | CodeCode Available | 1 |
| Seq2seq is All You Need for Coreference Resolution | Oct 20, 2023 | Allcoreference-resolution | CodeCode Available | 1 |
| 2∗n is better than n^2: Decomposing Event Coreference Resolution into Two Tractable Problems | Jul 1, 2023 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| 2 * n is better than n^2: Decomposing Event Coreference Resolution into Two Tractable Problems | May 9, 2023 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Radar de Parité: An NLP system to measure gender representation in French news stories | Apr 19, 2023 | Articlescoreference-resolution | CodeCode Available | 1 |
| Exploring the Benefits of Training Expert Language Models over Instruction Tuning | Feb 7, 2023 | Common Sense ReasoningCoreference Resolution | CodeCode Available | 1 |
| A Case Study for Compliance as Code with Graphs and Language Models: Public release of the Regulatory Knowledge Graph | Feb 3, 2023 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Autoregressive Structured Prediction with Language Models | Oct 26, 2022 | Coreference ResolutionNamed Entity Recognition | CodeCode Available | 1 |
| Cross-document Event Coreference Search: Task, Dataset and Modeling | Oct 23, 2022 | Coreference ResolutionCross Document Coreference Resolution | CodeCode Available | 1 |
| Longtonotes: OntoNotes with Longer Coreference Chains | Oct 7, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners | Oct 6, 2022 | Common Sense ReasoningCoreference Resolution | CodeCode Available | 1 |
| GRAVL-BERT: Graphical Visual-Linguistic Representations for Multimodal Coreference Resolution | Oct 1, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| F-coref: Fast, Accurate and Easy to Use Coreference Resolution | Sep 9, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Knowledge Extraction From Texts Based on Wikidata | Jul 1, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| End-to-End Chinese Speaker Identification | Jul 1, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Cross-document Misinformation Detection based on Event Graph Reasoning | Jul 1, 2022 | Articlescoreference-resolution | CodeCode Available | 1 |
| Personal Entity, Concept, and Named Entity Linking in Conversations | Jun 15, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| VD-PCR: Improving Visual Dialog with Pronoun Coreference Resolution | May 29, 2022 | AI Agentcoreference-resolution | CodeCode Available | 1 |
| LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution | May 25, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| DeepStruct: Pretraining of Language Models for Structure Prediction | May 21, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| UL2: Unifying Language Learning Paradigms | May 10, 2022 | Arithmetic ReasoningCommon Sense Reasoning | CodeCode Available | 1 |
| A Structured Span Selector | May 8, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| A sequence-to-sequence approach for document-level relation extraction | Apr 3, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Incorporating Constituent Syntax for Coreference Resolution | Feb 22, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| DocAMR: Multi-Sentence AMR Representation and Evaluation | Dec 15, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| A Hybrid Rule-Based and Neural Coreference Resolution System with an Evaluation on Dutch Literature | Nov 1, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| On Generalization in Coreference Resolution | Sep 20, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Word-Level Coreference Resolution | Sep 9, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
