2026
1
BoYaEval: Evaluating Multimodal Large Language Models on Understanding Ancient Chinese Musical Scores
ACL 2026
2
Chain-of-Cognition Through Multi-Agent Collaboration Against Cross-Modal Cognitive Interference
IEEE TASLP
3
4
5
From AR to Diffusion: Efficiently Adapting Large Language Models with Strictly Causal and Elastic Horizons
ACL 2026
6
Generalized and Group Spherical Linear Interpolation for Token-level Context Compression
Neural Networks
8
GoT-R1: Internalizing Graph-of-Thought via Structural Reinforcement for High-Density Reasoning
ACL Findings 2026
9
Multimodal Ancient Document Parsing: Technical Report for EvaHan2026 Competition
LT4HALA 2026 (LREC)
10
11
Phase transitions in large language model compression
npj AI
12
14
15
TrigReason: Trigger-Based Collaboration between Small and Large Reasoning Models
ACL Findings 2026
16
VCB Bench: An Evaluation Benchmark for Audio-Grounded Large Language Model Conversational Agents
ACL Findings 2026
17
Vista-LLM: Decoupled Query-Guided Visual Token Pruning for Efficient Long-Video Large Language Models
ACL 2026
2025
1
AMIA: Automatic Masking and Joint Intention Analysis Makes LVLMs Robust Jailbreak Defenders
EMNLP Findings 2025
3
4
5
DHI: Leveraging Diverse Hallucination Induction for Enhanced Contrastive Factuality Control in Large Language Models
ICONIP
7
Document-Level Neural Machine Translation With Document Embeddings
IEEE Access
9
10
11
12
13
14
15
NOTA: Multimodal Music Notation Understanding for Visual Large Language Model
NAACL Findings 2025
16
17
SmallKV: Small Model Assisted Compensation of KV Cache Compression for Efficient LLM Inference
NeurIPS 2025
18
19
21
22
2024
1
2
3
BatGPT-Chem: A Foundation Large Model For Chemical Engineering
Research, Vol. 8, p. 0827, 2025 (AAAS)
4
5
Bidirectional correlation-driven inter-frame interaction Transformer for referring video object segmentation
PR
6
Bootstrapping interactive image-text alignment for remote sensing image captioning
IEEE TGRS
7
Centroid-centered Modeling for Efficient Vision Transformer Pre-training
PRCV
8
Confidence-based Syntax encoding network for better ancient Chinese understanding
IPM
9
Cross-Modal Adapter: Parameter-Efficient Transfer Learning Approach for Vision-Language Models
ICME
10
Does Image Help? A Survey On Images Based Multimodal Automatic Speech Recognition
MM-Asia Workshops
11
Enhancing Lyrics Rewriting with Weak Supervision from Grammatical Error Correction Pre-training and Reference Knowledge Fusion
ACM TALLIP
12
Entity-Relation Extraction as Full Shallow Semantic Dependency Parsing
IEEE/ACM TASLP
13
Fast and Accurate Incomplete Utterance Rewriting
IEEE Transactions on Audio, Speech and Language Processing, Vol. 33, pp. 3443–3453, 2024
14
16
Keep the Cost Down: A Review on Methods to Optimize LLM's KV-Cache Consumption
COLM
17
19
20
22
Semantics-Preserved Distortion for Personal Privacy Protection in Information Management
ICANN
24
Soft-Prompting with Graph-of-Thought for Multi-modal Representation Learning
COLING
26
2023
1
Bidirectional looking with a novel double exponential moving average to adaptive and non-adaptive momentum optimizers
ICML
2
Contextualized semantic distance between highly overlapped texts
ACL Findings
3
Cross-lingual universal dependency parsing only from one monolingual treebank
IEEE TPAMI
4
Enhancing Visually-Rich Document Understanding via Layout Structure Modeling
ACM MM
5
Enhancing ancient Chinese understanding with derived noisy syntax trees
ACL SRW
6
FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction
ACL
7
Fine-grained position helps memorizing more, a novel music compound transformer model with feature interaction fusion
AAAI
8
Generalizing to Unseen Domains via Patch Mix
Multimedia Systems
9
Heat Up The Sentiment Learning With ICE
ICLR Tiny
10
IRE^2F: Rethinking Effective Refinement in Language Structure Prediction via Efficient Iterative Retrospecting and Reasoning
IJCAI
11
Learning event-aware measures for event coreference resolution
ACL Findings
12
MAPLE: Semi-Supervised Learning with Multi-Alignment and Pseudo-Learning
KDD
13
Semi-Supervised Semantic Role Labeling with Bidirectional Language Models
ACM TALLIP
14
Universal multimodal representation for language understanding
IEEE TPAMI
2022
1
A fuzzy training framework for controllable sequence-to-sequence generation
IEEE Access
3
Dependency and span, cross-style semantic role labeling on PropBank and NomBank
ACM TALLIP
4
5
Incorporating rich syntax information in Grammatical Error Correction
IPM
6
7
Nested Named Entity Recognition as Holistic Structure Parsing
COLING
8
Neural Character-Level Syntactic Parsing for Chinese
JAIR
9
10
Restricted or Not: A General Training Framework for Neural Machine Translation
ACL SRW
11
What Works and Doesn’t Work, A Deep Decoder for Neural Machine Translation
ACL Findings
2021
1
Syntax Role for Neural Semantic Role Labeling
Computational Linguistics
2
NICT's Neural Machine Translation Systems for the WAT21 Restricted Translation Task
WAT 2021
3
Learning Context-Aware Convolutional Filters for Implicit Discourse Relation Classification
IEEE/ACM TASLP
4
Neural Unsupervised Semantic Role Labeling
ACM TALLIP
5
Text compression-aided transformer encoding
IEEE TPAMI
6
Document-Level Neural Machine Translation with Associated Memory Network
IEICE
7
8
HPSG-inspired Joint Neural Constituent and Dependency Parsing in O () Time Complexity
IEEE/ACM TASLP
9
MiSS: An Assistant for Multi-Style Simultaneous Translation
EMNLP Demo
10
MiSS@ WMT21: Contrastive Learning-reinforced Domain Adaptation in Neural Machine Translation
WMT ST
12
13
Tri-training for Dependency Parsing Domain Adaptation
ACM TALLIP
14
2020
1
Adaptive Convolution for Semantic Role Labeling
IEEE/ACM TASLP
2
Memory Network for Linguistic Structure Parsing
IEEE/ACM TASLP
3
SJTU-NICT's Supervised and Unsupervised Neural Machine Translation Systems for the WMT20 News Translation Task
WMT 2020
4
Grammatical Error Correction: More Data with More Context
IALP 2020
11
2019
1
Effective representation for easy-first dependency parsing
PRICAI 2019
2
Effective subword segmentation for text comprehension
IEEE/ACM TASLP
3
SJTU-NICT at MRP 2019: Multi-Task Learning for End-to-End Uniform Semantic Graph Parsing
CoNLL ST 2019
4
Cross-Domain Transfer Learning for Dependency Parsing
NLPCC 2019
5
Explicit Contextual Semantics for Text Comprehension
PACLIC 2019
6
2018
1
Joint learning of POS and dependencies for multilingual universal dependency parsing
CoNLL ST 2018
2
Moon IME: neural-based chinese pinyin aided input method with customizable association
ACL Demo 2018
3
2017
1
2016
1
High precision gesture sensing via quantitative characterization of the Doppler effect
ICPR 2016