FaVIQ: FAct Verification from Information-seeking Questions Jul 5, 2021 Fact Checking Fact Verification
Code Code Available KNOT: Knowledge Distillation using Optimal Transport for Solving NLP Tasks Oct 6, 2021 Emotion Recognition Emotion Recognition in Conversation
Code Code Available Form-NLU: Dataset for the Form Natural Language Understanding Apr 4, 2023 4k Form
Code Code Available CalBERT - Code-mixed Adaptive Language representations using BERT Apr 14, 2022 Natural Language Understanding Sentiment Analysis
Code Code Available DeLoRA: Decoupling Angles and Strength in Low-rank Adaptation Mar 23, 2025 Image Generation Natural Language Understanding
Code Code Available Call for Papers -- The BabyLM Challenge: Sample-efficient pretraining on a developmentally plausible corpus Jan 27, 2023 Language Acquisition Language Modeling
Code Code Available Evaluation Toolkit For Robustness Testing Of Automatic Essay Scoring Systems Jul 14, 2020 Automated Essay Scoring Common Sense Reasoning
Code Code Available Generating Training Data with Language Models: Towards Zero-Shot Language Understanding Feb 9, 2022 Few-Shot Learning MNLI-m
Code Code Available GisPy: A Tool for Measuring Gist Inference Score in Text May 25, 2022 Coherence Evaluation Decision Making
Code Code Available GLADIS: A General and Large Acronym Disambiguation Benchmark Feb 3, 2023 Language Modeling Language Modelling
Code Code Available Active Learning by Acquiring Contrastive Examples Sep 8, 2021 Active Learning Diversity
Code Code Available Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression May 26, 2025 Language Modeling Language Modelling
Code Code Available A Comprehensive Analysis of Adapter Efficiency May 12, 2023 Natural Language Understanding parameter-efficient fine-tuning
Code Code Available A Toolkit for Generating Code Knowledge Graphs Feb 21, 2020 Code Search Image Classification
Code Code Available BERT for Joint Intent Classification and Slot Filling Feb 28, 2019 General Classification intent-classification
Code Code Available CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding Jul 1, 2021 Contrastive Learning Natural Language Understanding
Code Code Available Joint Prompt Optimization of Stacked LLMs using Variational Inference Jun 21, 2023 Natural Language Understanding Variational Inference
Code Code Available How to Select One Among All? An Extensive Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding Sep 13, 2021 Adversarial Robustness All
Code Code Available Beyond Silent Letters: Amplifying LLMs in Emotion Recognition with Vocal Nuances Jul 31, 2024 Emotion Recognition Emotion Recognition in Conversation
Code Code Available Comparison by Conversion: Reverse-Engineering UCCA from Syntax and Lexical Semantics Nov 2, 2020 Natural Language Understanding Sentence
Code Code Available Incorporating BERT into Neural Machine Translation Feb 17, 2020 Decoder Machine Translation
Code Code Available Incorporating BERT into Parallel Sequence Decoding with Adapters Oct 13, 2020 Machine Translation Natural Language Understanding
Code Code Available Capabilities of GPT-4 on Medical Challenge Problems Mar 20, 2023 counterfactual Memorization
Code Code Available Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages Dec 11, 2022 Natural Language Understanding XLM-R
Code Code Available Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning Oct 26, 2022 Language Modeling Language Modelling
Code Code Available InforMask: Unsupervised Informative Masking for Language Model Pretraining Oct 21, 2022 Language Modeling Language Modelling
Code Code Available Dual Inference for Improving Language Understanding and Generation Oct 8, 2020 Natural Language Understanding Text Generation
Code Code Available IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization May 2, 2020 Natural Language Understanding Representation Learning
Code Code Available Anno-MI: A Dataset of Expert-Annotated Counselling Dialogues Apr 27, 2022 Dialogue Generation Natural Language Understanding
Code Code Available Jack the Reader - A Machine Reading Framework Jun 20, 2018 Articles Link Prediction
Code Code Available KALA: Knowledge-Augmented Language Model Adaptation Apr 22, 2022 Domain Adaptation General Knowledge
Code Code Available Causality-aware Concept Extraction based on Knowledge-guided Prompting May 3, 2023 Knowledge Graphs Natural Language Understanding
Code Code Available KLEJ: Comprehensive Benchmark for Polish Language Understanding May 1, 2020 named-entity-recognition Named Entity Recognition
Code Code Available KLUE: Korean Language Understanding Evaluation May 20, 2021 Dependency Parsing Dialogue State Tracking
Code Code Available Debiasing Methods in Natural Language Understanding Make Bias More Accessible Sep 9, 2021 Language Modeling Language Modelling
Code Code Available Benchmarking Robustness of Machine Reading Comprehension Models Apr 29, 2020 Benchmarking Machine Reading Comprehension
Code Code Available K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce Apr 14, 2021 Decoder Knowledge Base Completion
Code Code Available LaMDA: Large Model Fine-Tuning via Spectrally Decomposed Low-Dimensional Adaptation Jun 18, 2024 GPU Natural Language Understanding
Code Code Available Benchmarking Natural Language Understanding Services for building Conversational Agents Mar 13, 2019 Benchmarking General Classification
Code Code Available Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective Oct 6, 2024 CPU GPU
Code Code Available A Large-scale Comprehensive Abusiveness Detection Dataset with Multifaceted Labels from Reddit Nov 1, 2021 Abusive Language Natural Language Understanding
Code Code Available Large Language Models are Temporal and Causal Reasoners for Video Question Answering Oct 24, 2023 Natural Language Understanding Question Answering
Code Code Available A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation Sep 29, 2020 Data Augmentation Machine Translation
Code Code Available Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models Apr 15, 2021 Natural Language Understanding Sentence
Code Code Available C-STS: Conditional Semantic Textual Similarity May 24, 2023 Information Retrieval Language Model Evaluation
Code Code Available Learning to Split for Automatic Bias Detection Apr 28, 2022 Bias Detection image-classification
Code Code Available ChatLog: Carefully Evaluating the Evolution of ChatGPT Across Time Apr 27, 2023 Natural Language Understanding
Code Code Available ALBETO and DistilBETO: Lightweight Spanish Language Models Apr 19, 2022 Natural Language Understanding NER
Code Code Available CTRAN: CNN-Transformer-based Network for Natural Language Understanding Mar 19, 2023 Decoder Intent Detection
Code Code Available Belief Revision based Caption Re-ranker with Visual Semantic Information Sep 16, 2022 Caption Generation Image Captioning
Code Code Available 