PKUNLP-ICLER

FastV

[ECCV 2024] Code for paper: An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models

PCA-EVAL

[ACL 2024] PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain

MIC

MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU

ChildTuning

GroupMeeting

Group Meeting Record for Baobao Chang Group in Peking University

Two-Stage-CAMRP

Source code for paper "A Two-Stage Method for Chinese AMR Parsing" @ CAMRP-2022 & CCL-2022

IKE

TSAR

Source code for "A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction" @ NAACL 2022

GAIN

Source code for EMNLP 2020 paper: Double Graph Based Reasoning for Document-level Relation Extraction

MLS

Source code of our paper "Focus on the Target’s Vocabulary: Masked Label Smoothing for Machine Translation" @ ACL 2022

AGED

code for " Query Your Model with Definitions in FrameNet: An Effective Method for Frame Semantic Role Labeling" at AAAI-2023

SCL-RAI

Code for "SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER" @COLING-2022

ATP

Source code for paper "ATP: AMRize Than Parse! Enhancing AMR Parsing with PseudoAMRs" @NAACL-2022

COFFTEA

Code for the paper "Coarse-to-Fine Dual Encoders are Better Frame Identification Learners"

KID

code for "A Double-Graph Based Framework for Frame Semantic Parsing"

Paper_Writing_Tips

AMR_reverse_graph_linearization

The implementation for Findings of EMNLP2023 paper "Guiding AMR Parsing with Reverse Graph Linearization".

IE_Paper_Notes

Paper notes for Information Extraction, including Relation Extraction (RE), Named Entity Recognition (NER), Entity Linking (EL), Event Extraction (EE), Named Entity Disambiguation (NED).

ParetoMNMT

Source code for paper "On the Pareto Front of Multilingual Neural Machine Translation" @ NeurIPS 2023

ALSACE

The official implementation of "Mitigating Language-Level Performance Disparity in mPLMs via Teacher Language Selection and Cross-lingual Self-Distillation (NAACL 2024)"

ContrastivePruning

pkunlp-icler.github.io

.github

CBioNAMER

Nested Named Entity Recognition for Chinese Biomedical Text

MMEvalPro

Source code for MMEvalPro, a more trustworthy and efficient benchmark for evaluating LMMs

NREPapers

Must-read papers on neural relation extraction (NRE)

Off-Target-MNMT

Code For Paper "On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation" @ACL2023

QUEEN

Repo for "Mining Clues from Incomplete Utterance: A Query-enhanced Network for Incomplete Utterance Rewriting"

SANTA

Code for "SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition" @ACL-2023

TableIE