Zhuosheng Zhang

AwesomeMRC. IJCAI 2021 Tutorial & code for Retrospective Reader for Machine Reading Comprehension (AAAI 2021)

DeepUtteranceAggregation. Modeling Multi-turn Conversation with Deep Utterance Aggregation (COLING 2018)

SemBERT. Semantics-aware BERT for Language Understanding (AAAI 2020)

Auto-GUI. Official implementation for "You Only Look at Screens: Multimodal Chain-of-Action Agents" (Findings of ACL 2024)

PaperWritingTips. Tips for paper writing and researches 科技论文写作经验记录和总结

UVR-NMT. Neural Machine Translation with universal Visual Representation (ICLR 2020)

SG-Net. SG-Net: Syntax-guided machine reading comprehension (AAAI 2020)

dive-into-llms. Dive-into-LLMs Tutorial for Beginners

CompassMTL. Task Compass: Scaling Multi-task Pre-training with Task Prefix (EMNLP 2022: Findings) (stay tuned & more will be updated)

OpenIME. Open Vocabulary Learning for Neural Chinese Pinyin IME (ACL 2020)

subMrc. Subword-augmented Embedding for Cloze Reading Comprehension (COLING 2018)

Paper_Writing_Tips.

OneshotQA. One-shot Learning for Question-Answering in Gaokao History Challenge (COLING 2018)

SPIDER. Structural Pre-training for Dialogue Comprehension (ACL 2021)

Mengzi. Mengzi Pretrained Models

LIMIT-BERT. LIMIT-BERT: Linguistics Informed Multi-Task BERT (EMNLP 2020: Findings)

InstanceReg. Instance Regularization for Discriminative Language Model Pre-training (EMNLP 2022) (stay tuned & more will be updated)

subword_seg. Effective Subword Segmentation for Text Comprehension (TASLP 2019)

MDFN. Mask-based Decoupling-Fusing Network (AAAI 2021)

SyntaxGen. Syntax-aware Multi-spans Generation for Reading Comprehension (TASLP 2022)

DP_QA_joint_model. Multi-tasking Dialogue Comprehension with Discourse Parsing (PACLIC 35)

DGM. Dialogue Graph Modeling for Conversational Machine Reading (ACL 2021: Findings)

AppleLM. Which Apple Keeps Which Doctor Away? Colorful Word Representations with Visual Oracles (TASLP 2022)

mm-cot. Official implementation for "Multimodal Chain-of-Thought Reasoning in Language Models" (stay tuned and more will be updated)

TADAM. Topic-Aware Multi-turn Dialogue Modeling (AAAI 2021)

KKT. Multi-turn Dialogue Reading Comprehension with Pivot Turns and Knowledge (TASLP 2021)

DocBench. DocBench: A Benchmark for Evaluating LLM-based Document Reading Systems

Logical-Reasoning-Graph. Modeling Hierarchical Reasoning Chains by Linking Discourse Units and Key Phrases for Reading Comprehension (COLING 2022)

span-fine-tuning. Span Fine-tuning for Pre-trained Language Models (EMNLP 2021: Findings)

CorefAwareMRC. Tracing Origins: Coreference-aware Machine Reading Comprehension (ACL 2022)

Auto-CoT. Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)

StructureCharacterization4DD. Structural Modeling for Dialogue Disentanglement (ACL 2022)

duma_code. DUMA: Reading Comprehension with Transposition Thinking (TASLP 2022)

Meta-Reasoning. Code and Data Repo for Paper "Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models"

DCSR. Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval (ACL2022)

OOD-Math-Reasoning. Code and Data Repo for Paper "Trajectory Volatility for Out-of-Distribution Detection in Mathematical Reasoning"

Distinguishing-Non-Natural. Distinguishing Non-natural from Natural Adversarial Samples for More Robust Pre-trained Language Model (ACL 2022: Findings)

Chain-of-ThoughtsPapers. A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".

RekNet. Reference Knowledgeable Network for Machine Reading Comprehension (TASLP 2022)