20/12/24 |
Huda |
|
13/12/24 |
Procheta |
|
06/12/24 |
Masaru Isonuma |
|
29/11/24 |
Taichi |
|
22/11/24 |
Zhidong Ling |
Construction of Evaluation Dataset for Japanese Semantic Change Detection |
15/11/24 |
Gaifan |
Understanding Higher-Order Correlations Among Semantic Components in Embeddings |
08/11/24 |
Danushka |
Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human Interventions |
01/11/24 |
Mike |
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! |
25/10/24 |
Tulika |
Rethinking Task-Oriented Dialogue Systems: From Complex Modularity to Zero-Shot Autonomous Agent |
18/10/24 |
Tianhui |
Commonsense Knowledge Editing Based on Free-Text in LLMs |
11/10/24 |
Lingfang |
Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small |
04/10/24 |
Jodie |
Debiasing Vision-Language Models via Biased Prompts |
27/09/24 |
Jack |
“I’d Like to Have an Argument, Please”: Argumentative Reasoning in Large Language Models |
20/09/24 |
Huda |
Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity |
13/09/24 |
Procheta |
Skill-Mix: a Flexible and Expandable Family of Evaluations for AI models |
06/09/24 |
Danushka |
Mission Impossible Language Models |
26/07/24 |
Mike |
ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems |
19/07/24 |
Tulika |
SummEdits: Measuring LLM Ability at Factual Reasoning Through The Lens of Summarization |
12/07/24 |
Tianhui |
UNcommonsense Reasoning: Abductive Reasoning about Uncommon Situations |
28/06/24 |
Lingfang |
What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions |
21/06/24 |
Jodie |
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark |
14/06/24 |
No meeting due to EMNLP submission deadline |
|
07/06/24 |
Jack |
Automated Claim Matching with Large Language Models: Empowering Fact-Checkers in the Fight Against Misinformation |
31/05/24 |
Huda |
ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base |
24/05/24 |
Procheta |
Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small |
17/05/24 |
Danushka |
Vera: A General-Purpose Plausibility Estimation Model for Commonsense Statements |
10/05/24 |
No meeting due to PhD workshop |
|
03/05/24 |
Mike |
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction |
26/04/24 |
No meeting due to NLP4SocialGood Symposium |
|
19/04/24 |
Tianhui |
How Easily do Irrelevant Inputs Skew the Responses of Large Language Models? |
12/04/24 |
Tulika |
DisorBERT: A Double Domain Adaptation Model for Detecting Signs of Mental Disorders in Social Media |
05/04/24 |
Lingfang |
Learning to Explain: An Information-Theoretic Perspective on Model Interpretation |
22/03/24 |
Tianhui |
Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation |
15/03/24 |
Jodie |
Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models |
08/03/24 |
Jack |
From Text to Structure: Using Large Language Models to Support the Development of Legal Expert Systems |
01/03/24 |
Danushka |
In-Contextual Gender Bias Suppression for Large Language Models |
23/02/24 |
Junjie |
Why Does Surprisal From Larger Transformer-Based Language Models Provide a Poorer Fit to Human Reading Times? |
09/02/24 |
Huda |
PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization |
02/02/24 |
Procheta |
Exploiting Language Characteristics for Legal Domain-Specific Language Model Pretraining |
26/01/24 |
Mike |
G-Eval: NLG Evaluation using Gpt-4 with Better Human Alignment |
19/01/24 |
Tulika |
Towards Understanding Omission in Dialogue Summarization |
12/01/24 |
Saleem |
Towards Interpretable Mental Health Analysis LLMs |
15/12/23 |
Danushka, Meng, Jodie |
EMNLP-23 overview |
08/12/23 |
No meeting due to EMNLP |
|
01/12/23 |
Lingfang |
Interpreting Language Models with Contrastive Explanations |
24/11/23 |
Danushka |
An Information-theoretic Approach to Prompt Engineering Without Ground Truth Labels |
17/11/23 |
Tianhui |
IJCNLP-AACL 2023 Overview |
10/11/23 |
Jodie |
Assessing Multilingual Fairness in Pre-trained Multimodal Representations |
03/11/23 |
No meeting due to IJCNLP-AACL |
|
27/10/23 |
Danushka |
Discovering Universal Geometry in Embeddings with ICA |
20/10/23 |
Huda |
Direct Fact Retrieval from Knowledge Graphs without Entity Linking |
13/10/23 |
Tianhui |
|
10/06/23 |
Tulika |
|
29/09/23 |
Procheta |
Self-Refine: Iterative Refinement with Self-Feedback |
22/09/23 |
Mike |
Should You Mask 15% in Masked Language Modeling? |
14/09/23 |
Jodie |
Having Beer after Prayer? Measuring Cultural Bias in Large Language Models |
07/09/23 |
Danushka |
XL-LEXEME: WiC Pretrained Model for Cross-Lingual LEXical sEMantic changE |
20/07/23 |
Danushka (ACL update) |
|
13/07/23 |
No meeting (ACL@Toronto) |
|
06/07/23 |
Huda |
Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling. poster and presentation |
29/06/23 |
Tianhui |
LoRA: Low-Rank Adaptation of Large Language Models(https://arxiv.org/abs/2106.09685) |
22/06/23 |
No meeting (EMNLP preparations) |
|
15/06/23 |
Procheta |
Tutorial rehersal |
08/06/23 |
Skipped due to NLP Symposium |
|
01/06/23 |
Danushka |
Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts |
25/05/23 |
Mike |
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models |
18/05/23 |
Jodie |
We’re Afraid Language Models Aren’t Modeling Ambiguity |
11/05/23 |
Huda |
Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts |
04/05/23 |
Tianhui |
Multimodal Chain-of-Thought Reasoning in Language Models |
27/04/23 |
Danushka |
Generated Knowledge Prompting for Commonsense Reasoning |
20/04/23 |
Procheta |
“Why Should I Trust You?”: Explaining the Predictions of Any Classifier |
13/04/23 |
Tulika |
ECIR conference update |
06/04/23 |
Mike |
Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion |
30/03/23 |
Jodie |
XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models |
23/03/23 |
Huda |
Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach |
16/03/23 |
Xiaohang |
Time-Aware Language Models as Temporal Knowledge Bases |
09/03/23 |
Gaifan |
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation |
02/03/23 |
Tianhui |
Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning |
16/02/23 |
Tulika |
Aspect-Controllable Opinion Summarization |
09/02/23 |
Procheta |
Dialog Inpainting: Turning Documents into Dialogs |
02/02/23 |
Danushka |
Accelerating Large-Scale Inference with Anisotropic Vector Quantization |
26/01/23 |
Jodie |
Retrieval Augmentation for Commonsense Reasoning: A Unified Approach |
19/01/23 |
Huda |
FPC: Fine-tuning with Prompt Curriculum for Relation Extraction |
05/01/23 |
Mike |
Generative Knowledge Graph Construction: A Review |
22/12/22 |
Tulika |
Many Hands Make Light Work: Using Essay Traits to Automatically Score Essays |
15/12/22 |
Jodie and Danushka |
EMNLP 2022 Summary |
01/12/22 |
Jodie |
ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding |
24/11/22 |
Aida |
MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories |
17/11/22 |
Huda |
Deep Bidirectional Language-Knowledge Graph Pretraining |
10/11/22 |
Danushka |
Learning To Retrieve Prompts for In-Context Learning |
03/11/22 |
Tulika |
Dr. Can See: Towards a Multi-modal Disease Diagnosis Virtual Assistant |
27/10/22 |
Mike |
An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning |
13/10/22 |
Tianhui |
Enhancing Topic-to-Essay Generation with External Commonsense Knowledge |
06/10/22 |
Huda |
Document-Level Relation Extraction with Sentences Importance Estimation and Focusing |
29/09/22 |
Procheta |
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation |
22/09/22 |
Danushka |
IR like a SIR: Sense-enhanced Information Retrieval for Multiple Languages |
08/09/22 |
Danushka |
Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings |
23/08/22 |
Jodie |
MetaICL: Learning to Learn In Context |
02/08/22 |
Huda |
On Transferability of Prompt Tuning for Natural Language Processing and Learning to Transfer Prompts for Text Generation |
26/07/22 |
Michael |
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks |
12/07/22 |
Danushka |
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity |
05/07/22 |
Angrosh |
IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization |
28/06/22 |
Jodie |
Nibbling at the Hard Core of Word Sense Disambiguation |
14/06/22 |
Huda |
Learning to Borrow – Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion |
07/06/22 |
Michael |
Meta-learning via Language Model In-context Tuning |
17/05/22 |
Danushka |
ACL summary |
10/05/22 |
Angrosh |
Label Verbalization and Entailment for Effective Zero- and Few-Shot Relation Extraction |
26/05/22 |
Huda |
Learning to Borrow – Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion |
19/04/22 |
Jodie |
Sense Embeddings are also Biased–Evaluating Social Biases in Static and Contextualised Sense Embeddings |
12/04/22 |
Michael |
Position-based Prompting for Health Outcome Generation |
05/04/22 |
Danushka |
Generating Datasets with Pretrained Language Models |
29/03/22 |
Huda |
Exploring Task Difficulty for Few-Shot Relation Extraction |
22/03/22 |
Jodie |
Word sense disambiguation: Towards interactive context exploitation from both word and sense perspectives |
15/03/22 |
Michael |
CROSSFIT : A Few-shot Learning Challenge for Cosstask generalisation in NLP |
08/03/22 |
Danushka |
PairRE: Knowledge Graph Embeddings via Paired Relation Vectors |
01/03/22 |
Angrosh |
Relation Classification with Entity Type Restriction |
22/02/22 |
Huda |
Entity Concept-enhanced Few-shot Relation Extraction |
15/02/22 |
Danushka |
Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning |
08/02/22 |
Michael |
Making Pre-trained Language Models Better Few-shot Learners |
02/02/22 |
Jodie |
ESC: Redesigning WSD with Extractive Sense Comprehension |
26/01/22 |
Huda |
CoLAKE: Contextualized Language and Knowledge Embedding |
19/01/22 |
Danushka |
Knowlege base completion meets transfer learning |
24/11/21 |
Jodie |
ConSeC: Word Sense Disambiguation as Continuous Sense Comprehension |
17/11/21 |
Micheal |
When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training |
3/11/21 |
Angrosh |
Graph Transformer Networks |
27/10/21 |
Huda |
Distilling Relation Embeddings from Pre-trained Language Models |
20/10/21 |
Danushka |
Dynamic contextualised word embeddings |
13/10/21 |
Jodie |
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models |
06/10/21 |
Micheal |
AUTOPROMPT: Eliciting Knowledge from Language Models with Automatically Generated Prompts |
29/09/21 |
James |
Does knowledge distillation really work? |
22/09/21 |
Huda |
ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning |
13/09/21 |
Angrosh |
Dependency-driven RE with Attentive Graph Convolutional Networks |
08/09/21 |
Danushka |
Is sparse attention interpretable |
01/09/21 |
Jodie |
Sparsity Makes Sense: Word Sense Disambiguation Using Sparse Contextualized Word Representations |
25/08/21 |
Micheal |
Prefix-Tuning: Optimizing Continuous Prompts for Generation |
18/08/21 |
James |
Lookahead: A far-sighted alternative of magnitude-based pruning |
11/08/21 |
Huda |
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning |
04/08/21 |
Angrosh |
VGCN-BERT: Augmenting BERT with Graph Embedding for Text Classification |